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ORCIDYike Guo
Yi-Ke Guo
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- affiliation: Imperial College London, UK
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2020 – today
- 2024
[j132]Yike Guo
:
Design of Improved Artificial Intelligence Generative Dialogue Algorithm and Dialogue System Model Based on Knowledge Graph. IEEE Access 12: 102637-102648 (2024)- [j131]Xing Wu, Shaoqi Peng, Jingwen Li, Jian Zhang, Qun Sun, Weimin Li, Quan Qian, Yue Liu, Yike Guo:
Causal inference in the medical domain: a survey. Appl. Intell. 54(6): 4911-4934 (2024) - [j130]Xing Wu, Zhi Li, Chenjie Tao, Xianhua Han, Yen-Wei Chen, Junfeng Yao, Jian Zhang, Qun Sun, Weimin Li, Yue Liu, Yike Guo:
DEA: Data-efficient augmentation for interpretable medical image segmentation. Biomed. Signal Process. Control. 89: 105748 (2024) - [j129]Fernando E. Rosas, Diego Candia-Rivera, Andrea I. Luppi, Yike Guo, Pedro A. M. Mediano:
Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics. Comput. Biol. Medicine 170: 107857 (2024) - [j128]Xing Wu, Jie Pei, Xian-Hua Han, Yen-Wei Chen, Junfeng Yao, Yang Liu, Quan Qian, Yike Guo:
FedEL: Federated ensemble learning for non-iid data. Expert Syst. Appl. 237(Part A): 121390 (2024) - [j127]Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo:
ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues. Mach. Intell. Res. 21(4): 771-781 (2024) - [j126]Haichao Sun, Guoyin Wang, Qun Liu, Yike Guo:
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification. Inf. Sci. 680: 120965 (2024) - [j125]Sibo Cheng, Christopher C. Pain, Yi-Ke Guo, Rossella Arcucci:
Real-time updating of dynamic social networks for COVID-19 vaccination strategies. J. Ambient Intell. Humaniz. Comput. 15(3): 1981-1994 (2024) - [j124]Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Parastoo Falakaflaki, Elena Kayayan, Guanyu Tao, Mahta Haghighat Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo:
The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant. J. Am. Medical Informatics Assoc. 31(9): 1884-1891 (2024) - [j123]Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci:
Efficient deep data assimilation with sparse observations and time-varying sensors. J. Comput. Phys. 496: 112581 (2024) - [j122]Yue Liu, Zhenyao Yu, Zitu Liu, Ziyi Yu, Xinyan Yang, Xingyue Li, Yike Guo, Qun Liu, Guoyin Wang:
Improving disentanglement in variational auto-encoders via feature imbalance-informed dimension weighting. Knowl. Based Syst. 296: 111818 (2024) - [j121]Yuanhan Mo, Fangde Liu, Guang Yang, Shuo Wang, Jian-Qing Zheng, Fuping Wu, Bartlomiej W. Papiez, Douglas McIlwraith, Taigang He, Yike Guo:
Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. Medical Image Anal. 95: 103196 (2024) - [c168]Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. ACL (Findings) 2024: 6252-6271 - [c167]Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li, Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo:
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture Generation. CVPR 2024: 10424-10434 - [c166]Jinyang Tai, Yike Guo:
Combined Global and Local Information Diffusion of Neural Processes. ICANN (1) 2024: 365-380 - [c165]Jinyang Tai, Yike Guo:
Topology of Neural Processes. ICANN (1) 2024: 381-401 - [c164]Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci:
Freeze the Backbones: a Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-Training. ICASSP 2024: 1686-1690 - [c163]Xing Wu, Zhi Li, Junfeng Yao, Quan Qian, Jian Zhang, Qun Sun, Yike Guo:
EDM: Synthetic Data from Exemplar Diffusion Model Improves Non-Communicable Diseases Detection. ICASSP 2024: 4360-4364 - [c162]Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. ICLR 2024 - [c161]Lujun Li, Yufan Bao, Peijie Dong, Chuanguang Yang, Anggeng Li, Wenhan Luo, Qifeng Liu, Wei Xue, Yike Guo:
DetKDS: Knowledge Distillation Search for Object Detectors. ICML 2024 - [c160]Jianyi Chen, Wei Xue, Xu Tan, Zhen Ye, Qifeng Liu, Yike Guo:
FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation. IJCAI 2024: 7618-7626 - [c159]Jinyang Tai, Yi-Ke Guo:
Hierarchical Linear Symbolized Tree-Structured Neural Processes. KDD 2024: 2818-2829 - [c158]Zhen Ye, Zeqian Ju, Haohe Liu, Xu Tan, Jianyi Chen, Yiwen Lu, Peiwen Sun, Jiahao Pan, Weizhen Bian, Shulin He, Wei Xue, Qifeng Liu, Yike Guo:
FlashSpeech: Efficient Zero-Shot Speech Synthesis. ACM Multimedia 2024: 6998-7007 - [i111]Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci:
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training. CoRR abs/2401.01179 (2024) - [i110]Yiwen Lu, Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo:
CoMoSVC: Consistency Model-based Singing Voice Conversion. CoRR abs/2401.01792 (2024) - [i109]Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. CoRR abs/2402.16153 (2024) - [i108]Chi-Min Chan, Chunpu Xu, Ruibin Yuan, Hongyin Luo, Wei Xue, Yike Guo, Jie Fu:
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation. CoRR abs/2404.00610 (2024) - [i107]Zhen Ye, Zeqian Ju, Haohe Liu, Xu Tan, Jianyi Chen, Yiwen Lu, Peiwen Sun, Jiahao Pan, Weizhen Bian, Shulin He, Qifeng Liu, Yike Guo, Wei Xue:
FlashSpeech: Efficient Zero-Shot Speech Synthesis. CoRR abs/2404.14700 (2024) - [i106]Qixin Deng, Qikai Yang, Ruibin Yuan, Yipeng Huang, Yi Wang, Xubo Liu, Zeyue Tian, Jiahao Pan, Ge Zhang, Hanfeng Lin, Yizhi Li, Yinghao Ma, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenwu Wang, Guangyu Xia, Wei Xue, Yike Guo:
ComposerX: Multi-Agent Symbolic Music Composition with LLMs. CoRR abs/2404.18081 (2024) - [i105]Jianyi Chen, Wei Xue, Xu Tan, Zhen Ye, Qifeng Liu, Yike Guo:
FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation. CoRR abs/2405.07682 (2024) - [i104]Peng Li, Yuan Liu, Xiaoxiao Long, Feihu Zhang, Cheng Lin, Mengfei Li, Xingqun Qi, Shanghang Zhang, Wenhan Luo, Ping Tan, Wenping Wang, Qifeng Liu, Yike Guo:
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention. CoRR abs/2405.11616 (2024) - [i103]Wenyu Du, Tongxu Luo, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu:
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training. CoRR abs/2405.15319 (2024) - [i102]Xingqun Qi, Hengyuan Zhang, Yatian Wang, Jiahao Pan, Chen Liu, Peng Li, Xiaowei Chi, Mengfei Li, Qixun Zhang, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo:
CoCoGesture: Toward Coherent Co-speech 3D Gesture Generation in the Wild. CoRR abs/2405.16874 (2024) - [i101]Yingqing He, Zhaoyang Liu, Jingye Chen, Zeyue Tian, Hongyu Liu, Xiaowei Chi, Runtao Liu, Ruibin Yuan, Yazhou Xing, Wenhai Wang, Jifeng Dai, Yong Zhang, Wei Xue, Qifeng Liu, Yike Guo, Qifeng Chen:
LLMs Meet Multimodal Generation and Editing: A Survey. CoRR abs/2405.19334 (2024) - [i100]Zeyue Tian, Zhaoyang Liu, Ruibin Yuan, Jiahao Pan, Xiaoqiang Huang, Qifeng Liu, Xu Tan, Qifeng Chen, Wei Xue, Yike Guo:
VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling. CoRR abs/2406.04321 (2024) - [i99]Mengfei Li, Xiaoxiao Long, Yixun Liang, Weiyu Li, Yuan Liu, Peng Li, Xiaowei Chi, Xingqun Qi, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo:
M-LRM: Multi-view Large Reconstruction Model. CoRR abs/2406.07648 (2024) - [i98]Kai Ruan, Ze-Feng Gao, Yike Guo, Hao Sun, Ji-Rong Wen, Yang Liu:
Discovering symbolic expressions with parallelized tree search. CoRR abs/2407.04405 (2024) - [i97]Florian Guitton, Axel Oehmichen, Étienne Bossé, Yike Guo:
Honest Computing: Achieving demonstrable data lineage and provenance for driving data and process-sensitive policies. CoRR abs/2407.14390 (2024) - [i96]Xiaowei Chi, Yatian Wang, Aosong Cheng, Pengjun Fang, Zeyue Tian, Yingqing He, Zhaoyang Liu, Xingqun Qi, Jiahao Pan, Rongyu Zhang, Mengfei Li, Ruibin Yuan, Yanbing Jiang, Wei Xue, Wenhan Luo, Qifeng Chen, Shanghang Zhang, Qifeng Liu, Yike Guo:
MMTrail: A Multimodal Trailer Video Dataset with Language and Music Descriptions. CoRR abs/2407.20962 (2024) - [i95]Ziya Zhou, Yuhang Wu, Zhiyue Wu, Xinyue Zhang, Ruibin Yuan, Yinghao Ma, Lu Wang, Emmanouil Benetos, Wei Xue, Yike Guo:
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation. CoRR abs/2407.21531 (2024) - [i94]Peijie Dong, Lujun Li, Dayou Du, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo, Xiaowen Chu:
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. CoRR abs/2408.01803 (2024) - [i93]Chunyang Jiang, Chi-Min Chan, Wei Xue, Qifeng Liu, Yike Guo:
Importance Weighting Can Help Large Language Models Self-Improve. CoRR abs/2408.09849 (2024) - [i92]Cheng Lin, Lujun Li, Dezhi Li, Jie Zou, Wei Xue, Yike Guo:
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models. CoRR abs/2408.10280 (2024) - [i91]Chi-Min Chan, Jianxuan Yu, Weize Chen, Chunyang Jiang, Xinyu Liu, Weijie Shi, Zhiyuan Liu, Wei Xue, Yike Guo:
AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems. CoRR abs/2408.14972 (2024) - [i90]Zhen Ye, Peiwen Sun, Jiahe Lei, Hongzhan Lin, Xu Tan, Zheqi Dai, Qiuqiang Kong, Jianyi Chen, Jiahao Pan, Qifeng Liu, Yike Guo, Wei Xue:
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model. CoRR abs/2408.17175 (2024) - [i89]Sibo Cheng, Hector Chassagnon, Matthew Kasoar, Yike Guo, Rossella Arcucci:
Deep learning surrogate models of JULES-INFERNO for wildfire prediction on a global scale. CoRR abs/2409.00237 (2024) - [i88]Xinyu Liu, Yingqing He, Lanqing Guo, Xiang Li, Bu Jin, Peng Li, Yan Li, Chi-Min Chan, Qifeng Chen, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo:
HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM Prompts. CoRR abs/2409.02919 (2024) - [i87]Peng Li, Wangguandong Zheng, Yuan Liu, Tao Yu, Yangguang Li, Xingqun Qi, Mengfei Li, Xiaowei Chi, Siyu Xia, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo:
PSHuman: Photorealistic Single-view Human Reconstruction using Cross-Scale Diffusion. CoRR abs/2409.10141 (2024) - 2023
- [j120]Xing Wu, Bin Tang, Ming Zhao, Jianjia Wang, Yike Guo:
STR Transformer: A Cross-domain Transformer for Scene Text Recognition. Appl. Intell. 53(3): 3444-3458 (2023) - [j119]Xing Wu, Chenjie Tao, Jian Zhang, Qun Sun, Jianjia Wang, Weimin Li, Yue Liu, Yike Guo:
Space or time for video classification transformers. Appl. Intell. 53(20): 23039-23048 (2023) - [j118]Ryan Ong, Jiahao Sun, Ovidiu Serban, Yi-Ke Guo:
TKGQA Dataset: Using Question Answering to Guide and Validate the Evolution of Temporal Knowledge Graph. Data 8(3): 61 (2023) - [j117]Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci:
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica 10(6): 1361-1387 (2023) - [j116]Wenpeng Xing, Jie Chen, Yike Guo:
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion. Int. J. Autom. Comput. 20(3): 408-420 (2023) - [j115]Shengwei Gu, Xiangfeng Luo, Xinzhi Wang, Yike Guo:
Accelerating Multi-Exit BERT Inference via Curriculum Learning and Knowledge Distillation. Int. J. Softw. Eng. Knowl. Eng. 33(3): 395-413 (2023) - [j114]Sibo Cheng, Jianhua Chen, Charitos Anastasiou, Panagiota Angeli, Omar K. Matar, Yi-Ke Guo, Christopher C. Pain, Rossella Arcucci:
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models. J. Sci. Comput. 94(1): 11 (2023) - [j113]Yue Liu, Zitu Liu, Shuang Li, Yike Guo, Qun Liu, Guoyin Wang:
Cloud-Cluster: An uncertainty clustering algorithm based on cloud model. Knowl. Based Syst. 263: 110261 (2023) - [j112]Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo:
Conflict-aware multilingual knowledge graph completion. Knowl. Based Syst. 281: 111070 (2023) - [j111]Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo:
IPPT4KRL: Iterative Post-Processing Transfer for Knowledge Representation Learning. Mach. Learn. Knowl. Extr. 5(1): 43-58 (2023) - [j110]Yue Liu, Zitu Liu, Shuang Li, Zhenyao Yu, Yike Guo, Qun Liu, Guoyin Wang:
Cloud-VAE: Variational autoencoder with concepts embedded. Pattern Recognit. 140: 109530 (2023) - [j109]Bo Li, Cheng Liu, Qihou Hu, Mingzhai Sun, Chengxin Zhang, Yizhi Zhu, Ting Liu, Yike Guo, Gregory R. Carmichael, Meng Gao:
A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China. Remote. Sens. 15(15): 3724 (2023) - [j108]Sibo Cheng, Yike Guo, Rossella Arcucci:
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1420-1430 (2023) - [j107]Xing Wu, Jie Pei, Cheng Chen, Yimin Zhu, Jianjia Wang, Quan Qian, Jian Zhang, Qun Sun, Yike Guo:
Federated Active Learning for Multicenter Collaborative Disease Diagnosis. IEEE Trans. Medical Imaging 42(7): 2068-2080 (2023) - [c157]Jinyang Tai, Yike Guo:
Unsupervised Zero-Shot Learning for Achieve Cross-Modal Alignment with Counterfactuals. ECAI 2023: 2290-2297 - [c156]Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo:
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation. IJCAI 2023: 5869-5877 - [c155]Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo:
LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT. ISMIR 2023: 343-351 - [c154]Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu:
On the Effectiveness of Speech Self-Supervised Learning for Music. ISMIR 2023: 457-465 - [c153]Zhen Ye, Wei Xue, Xu Tan, Jie Chen, Qifeng Liu, Yike Guo:
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. ACM Multimedia 2023: 1831-1839 - [c152]Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. NeurIPS 2023 - [e9]Panos M. Pardalos, Ilias S. Kotsireas, Yike Guo, William J. Knottenbelt:
3rd International Conference on Mathematical Research for Blockchain Economy, MARBLE 2022, Vilamoura, Portugal, July 12-14, 2022. Lecture Notes in Operations Research, Springer 2023, ISBN 978-3-031-18679-0 [contents] - [i86]Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci:
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review. CoRR abs/2303.10462 (2023) - [i85]Kewei Zhu, Sibo Cheng, Nina Kovalchuk, Mark Simmons, Yi-Ke Guo, Omar K. Matar, Rossella Arcucci:
Analyzing drop coalescence in microfluidic device with a deep learning generative model. CoRR abs/2305.00261 (2023) - [i84]Wei Xue, Yiwen Wang, Qifeng Liu, Yike Guo:
Learn to Sing by Listening: Building Controllable Virtual Singer by Unsupervised Learning from Voice Recordings. CoRR abs/2305.05401 (2023) - [i83]Zhen Ye, Wei Xue, Xu Tan, Jie Chen, Qifeng Liu, Yike Guo:
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. CoRR abs/2305.06908 (2023) - [i82]Chenhong Zhou, Xiaorui Zhang, Meng Gao, Shanshan Liu, Yike Guo, Jie Chen:
Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects. CoRR abs/2305.11901 (2023) - [i81]Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo:
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency Modulation. CoRR abs/2305.12868 (2023) - [i80]Zekun Wang, Ge Zhang, Kexin Yang, Ning Shi, Wangchunshu Zhou, Shaochun Hao, Guangzheng Xiong, Yizhi Li, Mong Yuan Sim, Xiuying Chen, Qingqing Zhu, Zhenzhu Yang, Adam Nik, Qi Liu, Chenghua Lin, Shi Wang, Ruibo Liu, Wenhu Chen, Ke Xu, Dayiheng Liu, Yike Guo, Jie Fu:
Interactive Natural Language Processing. CoRR abs/2305.13246 (2023) - [i79]Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo:
Collective Knowledge Graph Completion with Mutual Knowledge Distillation. CoRR abs/2305.15895 (2023) - [i78]Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, Jie Fu:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. CoRR abs/2306.00107 (2023) - [i77]Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. CoRR abs/2306.10548 (2023) - [i76]Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo:
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT. CoRR abs/2306.17103 (2023) - [i75]Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu:
On the Effectiveness of Speech Self-supervised Learning for Music. CoRR abs/2307.05161 (2023) - [i74]Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Mahta Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo:
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant. CoRR abs/2307.08152 (2023) - [i73]Sibo Cheng, Yike Guo, Rossella Arcucci:
A generative model for surrogates of spatial-temporal wildfire nowcasting. CoRR abs/2308.02810 (2023) - [i72]Hongqiu Wang, Lei Zhu, Guang Yang, Yike Guo, Shichen Zhang, Bo Xu, Yueming Jin:
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery. CoRR abs/2308.09475 (2023) - [i71]Min Zeng, Wei Xue, Qifeng Liu, Yike Guo:
Continual Learning with Dirichlet Generative-based Rehearsal. CoRR abs/2309.06917 (2023) - [i70]Shuo Wang, Yan Zhu, Xiaoyuan Luo, Zhiwei Yang, Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo:
Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models. CoRR abs/2310.11173 (2023) - [i69]Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci:
Efficient deep data assimilation with sparse observations and time-varying sensors. CoRR abs/2310.16187 (2023) - [i68]Jiaming Ji, Tianyi Qiu, Boyuan Chen, Borong Zhang, Hantao Lou, Kaile Wang, Yawen Duan, Zhonghao He, Jiayi Zhou, Zhaowei Zhang, Fanzhi Zeng, Kwan Yee Ng, Juntao Dai, Xuehai Pan, Aidan O'Gara, Yingshan Lei, Hua Xu, Brian Tse, Jie Fu, Stephen McAleer, Yaodong Yang, Yizhou Wang, Song-Chun Zhu, Yike Guo, Wen Gao:
AI Alignment: A Comprehensive Survey. CoRR abs/2310.19852 (2023) - [i67]Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li, Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo:
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation. CoRR abs/2311.17532 (2023) - [i66]Xiaowei Chi, Yijiang Liu, Zhengkai Jiang, Rongyu Zhang, Ziyi Lin, Renrui Zhang, Peng Gao, Chaoyou Fu, Shanghang Zhang, Qifeng Liu, Yike Guo:
ChatIllusion: Efficient-Aligning Interleaved Generation ability with Visual Instruction Model. CoRR abs/2311.17963 (2023) - [i65]Che Liu, Cheng Ouyang, Yinda Chen, César Quilodrán Casas, Lei Ma, Jie Fu, Yike Guo, Anand Shah, Wenjia Bai, Rossella Arcucci:
T3D: Towards 3D Medical Image Understanding through Vision-Language Pre-training. CoRR abs/2312.01529 (2023) - [i64]Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li:
A Survey of Reasoning with Foundation Models. CoRR abs/2312.11562 (2023) - 2022
- [b1]Jun Gu, Yike Guo:
Human and Machines - Philosophical Thinking of Artificial Intelligence. Springer 2022, ISBN 978-981-19-6304-9, pp. 1-227 - [j106]Xing Wu, Yifan Jin, Jianjia Wang, Quan Qian, Yike Guo:
MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition. Algorithms 15(5): 160 (2022) - [j105]Xing Wu, Yafei Zhang, Qing Li, Yangyang Qi, Jianjia Wang, Yike Guo:
Face aging with pixel-level alignment GAN. Appl. Intell. 52(13): 14665-14678 (2022) - [j104]Xing Wu, Sihui Ji, Jianjia Wang, Yike Guo:
Speech synthesis with face embeddings. Appl. Intell. 52(13): 14839-14852 (2022) - [j103]Fanrong Meng, Junjie Zhou, Dengkui Kong, Min Yao, Kongyi Wu, Xuchun Liu, Xuefei Wang, Yike Guo:
The Design and Implementation of Geospatial Information Verification Middle Platform for Natural Resources Government Affairs. ISPRS Int. J. Geo Inf. 11(10): 496 (2022) - [j102]César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain:
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. Neurocomputing 470: 11-28 (2022) - [j101]Xing Wu, Cheng Chen, Pan Li, Mingyu Zhong, Jianjia Wang, Quan Qian, Peng Ding, Junfeng Yao, Yike Guo:
FTAP: Feature transferring autonomous machine learning pipeline. Inf. Sci. 593: 385-397 (2022) - [j100]Zhi Li, Xing Wu, Jianjia Wang, Yike Guo:
Weather-degraded image semantic segmentation with multi-task knowledge distillation. Image Vis. Comput. 127: 104554 (2022) - [j99]Sibo Cheng, Iain Colin Prentice, Yuhan Huang, Yufang Jin, Yi-Ke Guo, Rossella Arcucci:
Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting. J. Comput. Phys. 464: 111302 (2022) - [j98]Xing Wu, Yisong Li, Jianjia Wang, Quan Qian, Yike Guo:
UBAR: User Behavior-Aware Recommendation with knowledge graph. Knowl. Based Syst. 254: 109661 (2022) - [j97]Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Suggestive annotation of brain MR images with gradient-guided sampling. Medical Image Anal. 77: 102373 (2022) - [j96]Xian Yang, Shuo Wang, Yuting Xing, Ling Li, Richard Yi Da Xu, Karl J. Friston, Yike Guo:
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19. PLoS Comput. Biol. 18(2) (2022) - [j95]Sibo Cheng, Yufang Jin, Sandy P. Harrison, César Quilodrán Casas, Iain Colin Prentice, Yi-Ke Guo, Rossella Arcucci:
Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling. Remote. Sens. 14(13): 3228 (2022) - [j94]Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang, Yike Guo:
Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering. IEEE Trans. Image Process. 31: 6109-6123 (2022) - [c151]Xiaoyu Zhang, Yike Guo:
OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework. BIBM 2022: 653-659 - [c150]Yuting Xing, Hangting Ye, Xiaoyu Zhang, Wei Cao, Shun Zheng, Jiang Bian, Yike Guo:
A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring. BIBM 2022: 860-863 - [c149]Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang:
Improving Deep Embedded Clustering via Learning Cluster-level Representations. COLING 2022: 2226-2236 - [c148]Xing Wu, Jingwen Li, Quan Qian, Yue Liu, Yike Guo:
Causal Reasoning Methods in Medical Domain: A Review. IEA/AIE 2022: 184-196 - [c147]Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo:
ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. ACM Multimedia 2022: 3917-3925 - [c146]Junkun Jiang, Jie Chen, Yike Guo:
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. ACM Multimedia 2022: 5123-5131 - [c145]Xing Wu, Yuan Zhang, Jianjia Wang, Yike Guo:
TRCA: Text Restoration for Chinese ASR with BERT. SoMeT 2022: 661-668 - [e8]Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, Jianguo Zhang:
Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4-7, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13534, Springer 2022, ISBN 978-3-031-18906-7 [contents] - [e7]Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, Jianguo Zhang:
Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4-7, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13535, Springer 2022, ISBN 978-3-031-18909-8 [contents] - [e6]Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, Jianguo Zhang:
Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4-7, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13536, Springer 2022, ISBN 978-3-031-18912-8 [contents] - [e5]Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, Jianguo Zhang:
Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4-7, 2022, Proceedings, Part IV. Lecture Notes in Computer Science 13537, Springer 2022, ISBN 978-3-031-18915-9 [contents] - [i63]Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang:
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. CoRR abs/2201.06779 (2022) - [i62]Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang:
Label-dependent and event-guided interpretable disease risk prediction using EHRs. CoRR abs/2201.06783 (2022) - [i61]Sibo Cheng, Jianhua Chen, Charitos Anastasiou, Panagiota Angeli, Omar K. Matar, Yi-Ke Guo, Christopher C. Pain, Rossella Arcucci:
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models. CoRR abs/2204.03497 (2022) - [i60]Mihai Suteu, Yike Guo:
Receding Neuron Importances for Structured Pruning. CoRR abs/2204.06404 (2022) - [i59]Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo:
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge. CoRR abs/2204.10202 (2022) - [i58]Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo:
A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases. CoRR abs/2205.08891 (2022) - [i57]Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo:
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint. CoRR abs/2205.12368 (2022) - [i56]Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling. CoRR abs/2206.01014 (2022) - [i55]Junkun Jiang, Jie Chen, Yike Guo:
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. CoRR abs/2207.07381 (2022) - [i54]Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo:
ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. CoRR abs/2207.07386 (2022) - [i53]Yike Guo, Qifeng Liu, Jie Chen, Wei Xue, Henrik J. Jensen, Fernando Rosas, Jeffrey Shaw, Xing Wu, Jiji Zhang, Jianliang Xu:
Pathway to Future Symbiotic Creativity. CoRR abs/2209.02388 (2022) - 2021
- [j93]Xing Wu, Jianjia Wang, Peng Wang, Zhaoxiang Bian, Tao Huang, Yike Guo, Hamido Fujita:
Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy. Appl. Soft Comput. 106: 107342 (2021) - [j92]Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo:
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. Briefings Bioinform. 22(6) (2021) - [j91]Deyi Li, Wen He, Yike Guo:
Why AI still doesn't have consciousness? CAAI Trans. Intell. Technol. 6(2): 175-179 (2021) - [j90]Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo:
Privacy preservation in federated learning: An insightful survey from the GDPR perspective. Comput. Secur. 110: 102402 (2021) - [j89]Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo:
A blockchain-based trust system for decentralised applications: When trustless needs trust. Future Gener. Comput. Syst. 124: 68-79 (2021) - [j88]Pin Wu, Xuting Chang, Wenyan Yuan, Junwu Sun, Wenjie Zhang, Rossella Arcucci, Yike Guo:
Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state. J. Comput. Sci. 51: 101323 (2021) - [c144]Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang:
Label-dependent and event-guided interpretable disease risk prediction using EHRs. BIBM 2021: 1473-1476 - [c143]Ming Yuan, Qun Liu, Guoyin Wang, Yike Guo:
HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference. CICAI 2021: 747-758 - [c142]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) 2021: 381-397 - [c141]Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo:
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. EMNLP (1) 2021: 8754-8769 - [c140]Rossella Arcucci, César Quilodrán Casas, Aniket Joshi, Asiri Obeysekara, Laetitia Mottet, Yi-Ke Guo, Christopher C. Pain:
Merging Real Images with Physics Simulations via Data Assimilation. Euro-Par Workshops 2021: 255-266 - [c139]Maddalena Amendola, Rossella Arcucci, Laetitia Mottet, César Quilodrán Casas, Shiwei Fan, Christopher C. Pain, Paul Linden, Yi-Ke Guo:
Data Assimilation in the Latent Space of a Convolutional Autoencoder. ICCS (5) 2021: 373-386 - [c138]Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang:
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. ICDM 2021: 449-458 - [c137]Shuo Wang, Chen Qin, Nicoló Savioli, Chen Chen, Declan P. O'Regan, Stuart A. Cook, Yike Guo, Daniel Rueckert, Wenjia Bai:
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. MICCAI (3) 2021: 14-24 - [i52]César Quilodrán Casas, Rossella Arcucci, Christopher C. Pain, Yike Guo:
Adversarially trained LSTMs on reduced order models of urban air pollution simulations. CoRR abs/2101.01568 (2021) - [i51]Julian Mack, Rossella Arcucci, Miguel Molina-Solana, Yi-Ke Guo:
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation. CoRR abs/2101.02121 (2021) - [i50]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR abs/2101.09653 (2021) - [i49]Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo:
A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust. CoRR abs/2101.10920 (2021) - [i48]César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain:
Digital twins based on bidirectional LSTM and GAN for modelling COVID-19. CoRR abs/2102.02664 (2021) - [i47]Xiaoyu Zhang, Kai Sun, Yike Guo:
OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning. CoRR abs/2102.02669 (2021) - [i46]Sibo Cheng, Rossella Arcucci, Christopher C. Pain, Yi-Ke Guo:
Optimal vaccination strategies for COVID-19 based on dynamical social networks with real-time updating. CoRR abs/2103.00485 (2021) - [i45]Pan Wang, Zhifeng Gong, Shuo Wang, Hao Dong, Jialu Fan, Ling Li, Peter R. N. Childs, Yike Guo:
Product semantics translation from brain activity via adversarial learning. CoRR abs/2103.15602 (2021) - [i44]Axel Oehmichen, Florian Guitton, Cedric Wahl, Bertrand Foing, Damian Tziamtzis, Yike Guo:
MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19. CoRR abs/2103.17096 (2021) - [i43]César Quilodrán Casas, Rossella Arcucci, Laetitia Mottet, Yike Guo, Christopher C. Pain:
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations. CoRR abs/2104.06297 (2021) - [i42]Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo:
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. CoRR abs/2105.12807 (2021) - [i41]Robin Hendrickx, Rossella Arcucci, Julio Amador Díaz López, Yi-Ke Guo, Mark Kennedy:
Correcting public opinion trends through Bayesian data assimilation. CoRR abs/2105.14276 (2021) - [i40]Shuo Wang, Chen Qin, Nicoló Savioli, Chen Chen, Declan P. O'Regan, Stuart A. Cook, Yike Guo, Daniel Rueckert, Wenjia Bai:
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. CoRR abs/2107.03887 (2021) - [i39]Jingqing Zhang, Luis Bolanos, Ashwani Tanwar, Albert Sokol, Julia Ive, Vibhor Gupta, Yike Guo:
Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases. CoRR abs/2107.11665 (2021) - [i38]Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo:
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. CoRR abs/2109.01935 (2021) - [i37]Pratha Khandelwal, Philip Nadler, Rossella Arcucci, William J. Knottenbelt, Yi-Ke Guo:
A Scalable Inference Method For Large Dynamic Economic Systems. CoRR abs/2110.14346 (2021) - [i36]Xiaoyu Zhang, Yike Guo:
OmiTrans: generative adversarial networks based omics-to-omics translation framework. CoRR abs/2111.13785 (2021) - [i35]Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - 2020
- [j87]Shuo Wang, Xian Yang, Ling Li, Philip Nadler, Rossella Arcucci, Yuan Huang, Zhongzhao Teng, Yike Guo:
A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19. IEEE Comput. Intell. Mag. 15(4): 23-33 (2020) - [j86]Subin Huang, Xiangfeng Luo, Jing Huang, Hao Wang, Shengwei Gu, Yike Guo:
Improving taxonomic relation learning via incorporating relation descriptions into word embeddings. Concurr. Comput. Pract. Exp. 32(14) (2020) - [j85]Pin Wu, Zhidan Lei, Quan Zhou, Rukang Zhu, Xuting Chang, Junwu Sun, Wenjie Zhang, Yike Guo:
Multiple premises entailment recognition based on attention and gate mechanism. Expert Syst. Appl. 147: 113214 (2020) - [j84]Víctor Martínez, Senaka Fernando, Miguel Molina-Solana, Yike Guo:
Tuoris: A middleware for visualizing dynamic graphics in scalable resolution display environments. Future Gener. Comput. Syst. 106: 559-571 (2020) - [j83]Senaka Fernando, Julio Amador Díaz López, Ovidiu Serban, Juan Gómez-Romero, Miguel Molina-Solana, Yike Guo:
Towards a large-scale twitter observatory for political events. Future Gener. Comput. Syst. 110: 976-983 (2020) - [j82]Senaka Fernando, James Scott-Brown, Ovidiu Serban, David Birch, David Akroyd, Miguel Molina-Solana, Thomas Heinis, Yike Guo:
Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations. Future Gener. Comput. Syst. 112: 785-799 (2020) - [j81]Di Wu, Tao Xiao, Xuewen Liao, Jie Luo, Chao Wu, Shigeng Zhang, Yong Li, Yike Guo:
When Sharing Economy Meets IoT: Towards Fine-grained Urban Air Quality Monitoring through Mobile Crowdsensing on Bike-share System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(2): 61:1-61:26 (2020) - [j80]Xing Wu, Mingyu Zhong, Yike Guo, Hamido Fujita:
The assessment of small bowel motility with attentive deformable neural network. Inf. Sci. 508: 22-32 (2020) - [j79]Tolga Hasan Dur, Rossella Arcucci, Laetitia Mottet, Miguel Molina-Solana, Christopher C. Pain, Yi-Ke Guo:
Weak Constraint Gaussian Processes for optimal sensor placement. J. Comput. Sci. 42: 101110 (2020) - [j78]Xing Wu, Haolei Chen, Changgu Chen, Mingyu Zhong, Shaorong Xie, Yike Guo, Hamido Fujita:
The autonomous navigation and obstacle avoidance for USVs with ANOA deep reinforcement learning method. Knowl. Based Syst. 196: 105201 (2020) - [j77]Nguyen Binh Truong, Kai Sun, Gyu Myoung Lee, Yike Guo:
GDPR-Compliant Personal Data Management: A Blockchain-Based Solution. IEEE Trans. Inf. Forensics Secur. 15: 1746-1761 (2020) - [c136]Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Self-training for Brain Tumour Segmentation with Uncertainty Estimation and Biophysics-Guided Survival Prediction. BrainLes@MICCAI (1) 2020: 514-523 - [c135]Akara Supratak, Yike Guo:
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG. EMBC 2020: 641-644 - [c134]Rossella Arcucci, Lamya Moutiq, Yi-Ke Guo:
Neural Assimilation. ICCS (6) 2020: 155-168 - [c133]Philip Nadler, Rossella Arcucci, Yike Guo:
An Econophysical Analysis of the Blockchain Ecosystem. MARBLE 2020: 27-42 - [c132]Shuo Wang, Giacomo Tarroni, Chen Qin, Yuanhan Mo, Chengliang Dai, Chen Chen, Ben Glocker, Yike Guo, Daniel Rueckert, Wenjia Bai:
Deep Generative Model-Based Quality Control for Cardiac MRI Segmentation. MICCAI (4) 2020: 88-97 - [c131]Chengliang Dai, Shuo Wang, Yuanhan Mo, Kaichen Zhou, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Suggestive Annotation of Brain Tumour Images with Gradient-Guided Sampling. MICCAI (4) 2020: 156-165 - [c130]Philip Nadler, Rossella Arcucci, Yike Guo:
A Neural SIR Model for Global Forecasting. ML4H@NeurIPS 2020: 254-266 - [e4]Panos M. Pardalos, Ilias S. Kotsireas, Yike Guo, William J. Knottenbelt:
1st International Conference on Mathematical Research for Blockchain Economy, MARBLE 2019, Santorini, Greece, May 6-9, 2019. Springer Proceedings in Business and Economics, Springer 2020, ISBN 978-3-030-37109-8 [contents] - [e3]Panos M. Pardalos, Ilias S. Kotsireas, Yike Guo, William J. Knottenbelt:
2nd International Conference on Mathematical Research for Blockchain Economy, MARBLE 2020, online, August 24, 2020. Springer Proceedings in Business and Economics, Springer 2020, ISBN 978-3-030-53356-4 [contents] - [i34]Yuanhan Mo, Shuo Wang, Chengliang Dai, Rui Zhou, Zhongzhao Teng, Wenjia Bai, Yike Guo:
Efficient Deep Representation Learning by Adaptive Latent Space Sampling. CoRR abs/2004.02757 (2020) - [i33]Philip Nadler, Shuo Wang, Rossella Arcucci, Xian Yang, Yike Guo:
An Epidemiological Modelling Approach for Covid19 via Data Assimilation. CoRR abs/2004.12130 (2020) - [i32]Shuo Wang, Giacomo Tarroni, Chen Qin, Yuanhan Mo, Chengliang Dai, Chen Chen, Ben Glocker, Yike Guo, Daniel Rueckert, Wenjia Bai:
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation. CoRR abs/2006.13379 (2020) - [i31]Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling. CoRR abs/2006.14984 (2020) - [i30]Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo:
Privacy Preservation in Federated Learning: Insights from the GDPR Perspective. CoRR abs/2011.05411 (2020) - [i29]Maddalena Amendola, Rossella Arcucci, Laetitia Mottet, César Quilodrán Casas, Shiwei Fan, Christopher C. Pain, Paul Linden, Yi-Ke Guo:
Data Assimilation in the Latent Space of a Neural Network. CoRR abs/2012.12056 (2020)
2010 – 2019
- 2019
- [j76]Qi Sun, Yue Liu, Wenjie Tian, Yike Guo:
CF-PROV: A Content-Rich and Fine-Grained Scientific Workflow Provenance Model. IEEE Access 7: 30002-30016 (2019) - [j75]Axel Oehmichen, Kevin Hua, Julio Amador Díaz López, Miguel Molina-Solana, Juan Gómez-Romero, Yike Guo:
Not All Lies Are Equal. A Study Into the Engineering of Political Misinformation in the 2016 US Presidential Election. IEEE Access 7: 126305-126314 (2019) - [j74]Xing Wu, Zhikang Du, Yike Guo, Hamido Fujita:
Hierarchical attention based long short-term memory for Chinese lyric generation. Appl. Intell. 49(1): 44-52 (2019) - [j73]Xing Wu, Shuji Dai, Yike Guo, Hamido Fujita:
A machine learning attack against variable-length Chinese character CAPTCHAs. Appl. Intell. 49(4): 1548-1565 (2019) - [j72]Mansoor A. S. Saqi, Artem Lysenko, Yike Guo, Tatsuhiko Tsunoda, Charles Auffray:
Navigating the disease landscape: knowledge representations for contextualizing molecular signatures. Briefings Bioinform. 20(2): 609-623 (2019) - [j71]Jiangcheng Zhu, Shuang Hu, Rossella Arcucci, Chao Xu, Jihong Zhu, Yike Guo:
Model error correction in data assimilation by integrating neural networks. Big Data Min. Anal. 2(2): 83-91 (2019) - [j70]Wei Gu, Reha Yildirimman, Emmanuel Van der Stuyft, Denny Verbeeck, Sascha Herzinger, Venkata P. Satagopam, Adriano Barbosa-Silva, Reinhard Schneider, Bodo M. H. Lange, Hans Lehrach, Yike Guo, David Henderson, Anthony Rowe:
Data and knowledge management in translational research: implementation of the eTRIKS platform for the IMI OncoTrack consortium. BMC Bioinform. 20(1): 164:1-164:11 (2019) - [j69]Xuefeng Fu, Xiangfeng Luo, Yike Guo:
Entity emotion mining in social media environment. Concurr. Comput. Pract. Exp. 31(20) (2019) - [j68]Kristijonas Cyras, David Birch, Yike Guo, Francesca Toni, Rajvinder Dulay, Sally Turvey, Daniel Greenberg, Tharindi Hapuarachchi:
Explanations by arbitrated argumentative dispute. Expert Syst. Appl. 127: 141-156 (2019) - [j67]Xiuxia Ma, Xiangfeng Luo, Subin Huang, Yike Guo:
Multi-Distribution Characteristics Based Chinese Entity Synonym Extraction from The Web. Int. J. Intell. Inf. Technol. 15(3): 42-63 (2019) - [j66]Rossella Arcucci, Laetitia Mottet, Christopher C. Pain, Yi-Ke Guo:
Optimal reduced space for Variational Data Assimilation. J. Comput. Phys. 379: 51-69 (2019) - [j65]Liuqing Chen, Pan Wang, Hao Dong, Feng Shi, Ji Han, Yike Guo, Peter R. N. Childs, Jun Xiao, Chao Wu:
An artificial intelligence based data-driven approach for design ideation. J. Vis. Commun. Image Represent. 61: 10-22 (2019) - [j64]Subin Huang, Xiangfeng Luo, Jing Huang, Yike Guo, Shengwei Gu:
An unsupervised approach for learning a Chinese IS-A taxonomy from an unstructured corpus. Knowl. Based Syst. 182 (2019) - [j63]Stelios Pavlidis, Calixte Monast, Matthew J. Loza, Patrick Branigan, Kiang F. Chung, Ian M. Adcock, Yike Guo, Anthony Rowe, Frédéric Baribaud:
I_MDS: an inflammatory bowel disease molecular activity score to classify patients with differing disease-driving pathways and therapeutic response to anti-TNF treatment. PLoS Comput. Biol. 15(4) (2019) - [j62]Liang Bai, Jiye Liang, Hangyuan Du, Yike Guo:
An Information-Theoretical Framework for Cluster Ensemble. IEEE Trans. Knowl. Data Eng. 31(8): 1464-1477 (2019) - [c129]Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. BIBM 2019: 598-603 - [c128]Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. BIBM 2019: 765-769 - [c127]Shuo Wang, Chengliang Dai, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction. BrainLes@MICCAI (2) 2019: 61-72 - [c126]Xiuxia Ma, Xiangfeng Luo, Subin Huang, Yike Guo:
Chinese Entity Synonym Extraction from the Web. CSIA 2019: 357-363 - [c125]Rossella Arcucci, Laetitia Mottet, César A. Quilodrán Casas, Florian Guitton, Christopher C. Pain, Yi-Ke Guo:
Adaptive Domain Decomposition for Effective Data Assimilation. Euro-Par Workshops 2019: 583-595 - [c124]Simiao Yu, Hao Dong, Pan Wang, Chao Wu, Yike Guo:
Generative Creativity: Adversarial Learning for Bionic Design. ICANN (3) 2019: 525-536 - [c123]Rossella Arcucci, Douglas McIlwraith, Yike Guo:
Scalable Weak Constraint Gaussian Processes. ICCS (4) 2019: 111-125 - [c122]Simiao Yu, Hao Dong, Felix Liang, Yuanhan Mo, Chao Wu, Yike Guo:
SIMGAN: Photo-Realistic Semantic Image Manipulation Using Generative Adversarial Networks. ICIP 2019: 734-738 - [c121]Xing Wu, Jianxing Xu, Jianjia Wang, Yufeng Li, Weimin Li, Yike Guo:
Identity authentication on mobile devices using face verification and ID image recognition. ITQM 2019: 932-939 - [c120]Senaka Fernando, David Birch, Miguel Molina-Solana, Douglas McIlwraith, Yike Guo:
Compositional Microservices for Immersive Social Visual Analytics. IV (1) 2019: 216-223 - [c119]Chengliang Dai, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Transfer Learning from Partial Annotations for Whole Brain Segmentation. DART/MIL3ID@MICCAI 2019: 199-206 - [c118]Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert:
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. MICCAI (2) 2019: 541-549 - [c117]Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo:
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT (1) 2019: 1031-1040 - [c116]Nguyen Binh Truong, Kai Sun, Yike Guo:
Blockchain-based Personal Data Management: From Fiction to Solution. NCA 2019: 1-8 - [c115]Philip Nadler, Rossella Arcucci, Yi-Ke Guo:
A Scalable Approach to Econometric Inference. PARCO 2019: 59-68 - [c114]Rossella Arcucci, César Quilodrán Casas, Dunhui Xiao, Laetitia Mottet, Fangxin Fang, Pin Wu, Christopher C. Pain, Yi-Ke Guo:
A Domain Decomposition Reduced Order Model with Data Assimilation (DD-RODA). PARCO 2019: 189-198 - [c113]Edward M. Lim, Miguel Molina-Solana, Christopher C. Pain, Yi-Ke Guo, Rossella Arcucci:
Hybrid Data Assimilation: An Ensemble-Variational Approach. SITIS 2019: 633-640 - [c112]Philip Nadler, Rossella Arcucci, Yi-Ke Guo:
Data Assimilation for Parameter Estimation in Economic Modelling. SITIS 2019: 649-656 - [c111]Xing Wu, Mingyu Zhong, Guofei Feng, Shaorong Xie, Yike Guo:
The Collaborative Strategy of Multiple USVs with Deep Reinforcement Learning Method. SoMeT 2019: 159-175 - [i28]Pierre H. Richemond, Yike Guo:
Combining learning rate decay and weight decay with complexity gradient descent - Part I. CoRR abs/1902.02881 (2019) - [i27]Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo:
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. CoRR abs/1903.12626 (2019) - [i26]Nguyen Binh Truong, Kai Sun, Gyu Myoung Lee, Yike Guo:
GDPR-Compliant Personal Data Management: A Blockchain-based Solution. CoRR abs/1904.03038 (2019) - [i25]Pierre H. Richemond, Yike Guo:
Static Activation Function Normalization. CoRR abs/1905.01369 (2019) - [i24]Jiazhu Dai, Chuanshuai Chen, Yike Guo:
A backdoor attack against LSTM-based text classification systems. CoRR abs/1905.12457 (2019) - [i23]Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert:
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. CoRR abs/1907.02757 (2019) - [i22]Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. CoRR abs/1908.06278 (2019) - [i21]Nguyen Binh Truong, Kai Sun, Yike Guo:
Blockchain-based Personal Data Management: From Fiction to Solution. CoRR abs/1908.10630 (2019) - [i20]Chengliang Dai, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Transfer Learning from Partial Annotations for Whole Brain Segmentation. CoRR abs/1908.10851 (2019) - [i19]Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. CoRR abs/1911.03862 (2019) - [i18]Shuo Wang, Chengliang Dai, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction. CoRR abs/1911.08483 (2019) - [i17]Pierre H. Richemond, Arinbjörn Kolbeinsson, Yike Guo:
Biologically inspired architectures for sample-efficient deep reinforcement learning. CoRR abs/1911.11285 (2019) - [i16]Mihai Suteu, Yike Guo:
Regularizing Deep Multi-Task Networks using Orthogonal Gradients. CoRR abs/1912.06844 (2019) - 2018
- [j61]David Birch, Alvise Simondetti, Yike Guo:
Crowdsourcing with online quantitative design analysis. Adv. Eng. Informatics 38: 242-251 (2018) - [j60]Rossella Arcucci, Christopher C. Pain, Yi-Ke Guo:
Effective variational data assimilation in air-pollution prediction. Big Data Min. Anal. 1(4): 297-307 (2018) - [j59]Bertrand De Meulder, Diane Lefaudeux, Aruna T. Bansal, Alexander Mazein, Amphun Chaiboonchoe, Hassan Ahmed, Irina Balaur, Mansoor A. S. Saqi, Johann Pellet, Stéphane Ballereau, Nathanaël Lemonnier, Kai Sun, Ioannis Pandis, Xian Yang, Manohara Batuwitage, Kosmas Kretsos, Jonathan van Eyll, Alun Bedding, Timothy Davison, Paul Dodson, Christopher Larminie, Anthony D. Postle, Julie Corfield, Ratko Djukanovic, Kian Fan Chung, Ian M. Adcock, Yike Guo, Peter J. Sterk, Alexander Manta, Anthony Rowe, Frédéric Baribaud, Charles Auffray:
A computational framework for complex disease stratification from multiple large-scale datasets. BMC Syst. Biol. 12(1): 60:1-60:23 (2018) - [j58]Juan Gómez-Romero, Miguel Molina-Solana, Axel Oehmichen, Yike Guo:
Visualizing large knowledge graphs: A performance analysis. Future Gener. Comput. Syst. 89: 224-238 (2018) - [j57]Liang Bai, Jiye Liang, Hangyuan Du, Yike Guo:
A novel community detection algorithm based on simplification of complex networks. Knowl. Based Syst. 143: 58-64 (2018) - [j56]Xing Wu, Zhikang Du, Yike Guo:
A visual attention-based keyword extraction for document classification. Multim. Tools Appl. 77(19): 25355-25367 (2018) - [j55]Liang Bai, Jiye Liang, Yike Guo:
An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters. IEEE Trans. Fuzzy Syst. 26(6): 3524-3533 (2018) - [j54]Hao Dong, Chao Wu, Zhen Wei, Yike Guo:
Dropping Activation Outputs With Localized First-Layer Deep Network for Enhancing User Privacy and Data Security. IEEE Trans. Inf. Forensics Secur. 13(3): 662-670 (2018) - [j53]Guang Yang, Simiao Yu, Hao Dong, Gregory G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, Yike Guo, David N. Firmin:
DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Trans. Medical Imaging 37(6): 1310-1321 (2018) - [c110]Qi Sun, Yue Liu, Wenjie Tian, Yike Guo, Bocheng Li:
UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific Data. Bench 2018: 159-171 - [c109]Douglas McIlwraith, Andrea Catalucci, Sam Boyd, Raouf Aghrout, Yike Guo:
Optimising Toward Completed Videos in an Online Video Advertising Exchange. COMPSAC (1) 2018: 528-533 - [c108]Ningjie Liu, Yuchun Fang, Ling Li, Limin Hou, Fenglei Yang, Yike Guo:
Multiple Feature Fusion for Automatic Emotion Recognition Using EEG Signals. ICASSP 2018: 896-900 - [c107]Axel Oehmichen, Florian Guitton, Paul Agapow, Ibrahim Emam, Yike Guo:
A Multi Tenant Computational Platform for Translational Medicine. ICDCS 2018: 1553-1556 - [c106]Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu:
Deep Sequence Learning with Auxiliary Information for Traffic Prediction. KDD 2018: 537-546 - [c105]Yuanhan Mo, Fangde Liu, Douglas McIlwraith, Guang Yang, Jingqing Zhang, Taigang He, Yike Guo:
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation. MICCAI (4) 2018: 561-568 - [c104]Binbing Liao, Jingqing Zhang, Ming Cai, Siliang Tang, Yifan Gao, Chao Wu, Shengwen Yang, Wenwu Zhu, Yike Guo, Fei Wu:
Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction. ACM Multimedia 2018: 1883-1891 - [c103]Ningjie Liu, Yuchun Fang, Yike Guo:
Enhancing Feature Correlation for Bi-Modal Group Emotion Recognition. PCM (2) 2018: 24-34 - [c102]Shengyu Zhang, Hao Dong, Wei Hu, Yike Guo, Chao Wu, Di Xie, Fei Wu:
Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network. PCM (3) 2018: 417-427 - [c101]Juan Pu, Xing Wu, Yike Guo, Shaorong Xie, Huayan Pu, Yan Peng:
Attacking Strategy of Multiple Unmanned Surface Vehicles Based on DAMGWO Algorithm. SIGSAND/PLAIS 2018: 135-145 - [c100]Yuan Liu, Xing Wu, Yike Guo, Shaorong Xie, Huayan Pu, Yan Peng:
The Multiple Unmanned Surface Vehicles Cooperative Defense Based on PM-PSO and GA-PSO in the Sophisticated Sea Environment. SoMeT 2018: 801-809 - [e2]Yike Guo, Faisal Farooq:
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018. ACM 2018 [contents] - [i15]David Birch, David Lyford-Smith, Yike Guo:
The Future of Spreadsheets in the Big Data Era. CoRR abs/1801.10231 (2018) - [i14]Dan McGinn, Doug McIlwraith, Yike Guo:
Toward Open Data Blockchain Analytics: A Bitcoin Perspective. CoRR abs/1802.07523 (2018) - [i13]Simiao Yu, Hao Dong, Pan Wang, Chao Wu, Yike Guo:
Generative Creativity: Adversarial Learning for Bionic Design. CoRR abs/1805.07615 (2018) - [i12]Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu:
Deep Sequence Learning with Auxiliary Information for Traffic Prediction. CoRR abs/1806.07380 (2018) - 2017
- [j52]Miguel Molina-Solana, David Birch, Yike Guo:
Improving data exploration in graphs with fuzzy logic and large-scale visualisation. Appl. Soft Comput. 53: 227-235 (2017) - [j51]Sijin He, May Yong, Paul M. Matthews, Yike Guo:
tranSMART-XNAT Connector tranSMART-XNAT connector - image selection based on clinical phenotypes and genetic profiles. Bioinform. 33(5): 787-788 (2017) - [j50]Lei Nie, Xian Yang, Paul M. Matthews, Zhi-Wei Xu, Yi-Ke Guo:
Inferring functional connectivity in fMRI using minimum partial correlation. Int. J. Autom. Comput. 14(4): 371-385 (2017) - [j49]Liang Bai, Xueqi Cheng, Jiye Liang, Yike Guo:
Fast graph clustering with a new description model for community detection. Inf. Sci. 388: 37-47 (2017) - [j48]Mengqi Pei, Xing Wu, Yike Guo, Hamido Fujita:
Small bowel motility assessment based on fully convolutional networks and long short-term memory. Knowl. Based Syst. 121: 163-172 (2017) - [j47]Liang Bai, Xueqi Cheng, Jiye Liang, Huawei Shen, Yike Guo:
Fast density clustering strategies based on the k-means algorithm. Pattern Recognit. 71: 375-386 (2017) - [j46]Yi Du, CuiXia Ma, Chao Wu, Xiaowei Xu, Yike Guo, Yuanchun Zhou, Jianhui Li:
A Visual Analytics Approach for Station-Based Air Quality Data. Sensors 17(1): 30 (2017) - [j45]Wenwu Zhu, Jean C. Walrand, Yike Guo, Zhi Wang:
ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking. ACM Trans. Intell. Syst. Technol. 9(1): 4:1-4:2 (2017) - [c99]Axel Oehmichen, Florian Guitton, Kai Sun, Jean Grizet, Thomas Heinis, Yike Guo:
eTRIKS analytical environment: A modular high performance framework for medical data analysis. IEEE BigData 2017: 353-360 - [c98]Hao Dong, Simiao Yu, Chao Wu, Yike Guo:
Semantic Image Synthesis via Adversarial Learning. ICCV 2017: 5707-5715 - [c97]Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo:
I2T2I: Learning text to image synthesis with textual data augmentation. ICIP 2017: 2015-2019 - [c96]Yi-Ke Guo:
Assimilated Learning - Bridging the Gap between Big Data and Smart Data. IoTBDS 2017: 7 - [c95]Hao Dong, Guang Yang, Fangde Liu, Yuanhan Mo, Yike Guo:
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks. MIUA 2017: 506-517 - [c94]Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu, Yike Guo:
TensorLayer: A Versatile Library for Efficient Deep Learning Development. ACM Multimedia 2017: 1201-1204 - [c93]Piyawat Lertvittayakumjorn, Chao Wu, Yue Liu, Hong Mi, Yike Guo:
Exploratory Analysis of Big Social Data Using MIC/MINE Statistics. SocInfo (2) 2017: 513-526 - [c92]Juan Pu, Xing Wu, Yike Guo, Shaorong Xie, Huayan Pu, Yan Peng:
The Combat of Unmanned Surface Vehicles Based on Wolves Attack. SoMeT 2017: 794-805 - [c91]Yuan Liu, Xing Wu, Yike Guo, Shaorong Xie, Huayan Pu, Yan Peng:
The Cooperative Defense Strategy by Multi-USVs. SoMeT 2017: 806-814 - [c90]Xing Wu, Yuan Liu, Yike Guo, Shaorong Xie, Huayan Pu, Yan Peng:
The Cooperative Defense System by Team of USVs in Complicated Sea Environment. SoMeT 2017: 815-823 - [i11]Hao Dong, Paarth Neekhara, Chao Wu, Yike Guo:
Unsupervised Image-to-Image Translation with Generative Adversarial Networks. CoRR abs/1701.02676 (2017) - [i10]Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo:
I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation. CoRR abs/1703.06676 (2017) - [i9]Yuanhan Mo, Fangde Liu, Jingqing Zhang, Guang Yang, Taigang He, Yike Guo:
Deep Poincare Map For Robust Medical Image Segmentation. CoRR abs/1703.09200 (2017) - [i8]Hao Dong, Guang Yang, Fangde Liu, Yuanhan Mo, Yike Guo:
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks. CoRR abs/1705.03820 (2017) - [i7]Simiao Yu, Hao Dong, Guang Yang, Greg G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, David N. Firmin, Yike Guo:
Deep De-Aliasing for Fast Compressive Sensing MRI. CoRR abs/1705.07137 (2017) - [i6]Hao Dong, Simiao Yu, Chao Wu, Yike Guo:
Semantic Image Synthesis via Adversarial Learning. CoRR abs/1707.06873 (2017) - [i5]Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu, Yike Guo:
TensorLayer: A Versatile Library for Efficient Deep Learning Development. CoRR abs/1707.08551 (2017) - [i4]Hao Dong, Chao Wu, Zhen Wei, Yike Guo:
Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security. CoRR abs/1711.07520 (2017) - 2016
- [j44]Dan McGinn, David Birch, David Akroyd, Miguel Molina-Solana, Yike Guo, William J. Knottenbelt:
Visualizing Dynamic Bitcoin Transaction Patterns. Big Data 4(2): 109-119 (2016) - [j43]Shicai Wang, Mihaela A. Mares, Yike Guo:
CGDM: collaborative genomic data model for molecular profiling data using NoSQL. Bioinform. 32(23): 3654-3660 (2016) - [j42]Shuang Liang, Shouyi Yin, Leibo Liu, Yike Guo, Shaojun Wei:
A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration. IEEE Comput. Archit. Lett. 15(2): 69-72 (2016) - [j41]Yang Li, Yike Guo:
Wiki-Health: From Quantified Self to Self-Understanding. Future Gener. Comput. Syst. 56: 333-359 (2016) - [j40]Yang Li, Ioannis Pandis, Yike Guo:
Enabling Virtual Sensing as a Service. Informatics 3(2): 3 (2016) - [j39]Mihaela A. Mares, Shicai Wang, Yike Guo:
Combining Multiple Feature Selection Methods and Deep Learning for High-dimensional Data. Trans. Mach. Learn. Data Min. 9(1): 27-45 (2016) - [j38]Lei Nie, Paul M. Matthews, Yike Guo:
Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex. IEEE Trans. Biomed. Eng. 63(12): 2505-2517 (2016) - [c89]Chao Wu, Yi Cai, Mei Zhao, Songping Huang, Yike Guo:
Generating Computational Taxonomy for Business Models of the Digital Economy. DASFAA Workshops 2016: 126-133 - [c88]Niannan Xue, Wei Pan, Yike Guo:
Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach. EMBC 2016: 1476-1479 - [c87]Hao Dong, Paul M. Matthews, Yike Guo:
A new soft material based in-the-ear EEG recording technique. EMBC 2016: 5709-5712 - [c86]Yike Guo:
Big data for better science. ICAC 2016: 1 - [p1]Akara Supratak, Chao Wu, Hao Dong, Kai Sun, Yike Guo:
Survey on Feature Extraction and Applications of Biosignals. Machine Learning for Health Informatics 2016: 161-182 - [i3]Wei Pan, Hao Dong, Yike Guo:
DropNeuron: Simplifying the Structure of Deep Neural Networks. CoRR abs/1606.07326 (2016) - [i2]Orestis Tsinalis, Paul M. Matthews, Yike Guo, Stefanos Zafeiriou:
Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks. CoRR abs/1610.01683 (2016) - [i1]Hao Dong, Akara Supratak, Wei Pan, Chao Wu, Paul M. Matthews, Yike Guo:
Mixed Neural Network Approach for Temporal Sleep Stage Classification. CoRR abs/1610.06421 (2016) - 2015
- [j37]Shouyi Yin, Peng Ouyang, Leibo Liu, Yike Guo, Shaojun Wei:
Fast Traffic Sign Recognition with a Rotation Invariant Binary Pattern Based Feature. Sensors 15(1): 2161-2180 (2015) - [c85]Lei Nie, Xian Yang, Paul M. Matthews, Zhiwei Xu, Yike Guo:
Minimum Partial Correlation: An Accurate and Parameter-Free Measure of Functional Connectivity in fMRI. BIH 2015: 125-134 - [c84]Shouyi Yin, Dajiang Liu, Leibo Liu, Shaojun Wei, Yike Guo:
Joint affine transformation and loop pipelining for mapping nested loop on CGRAs. DATE 2015: 115-120 - [c83]Shouyi Yin, Jiakun Li, Leibo Liu, Shaojun Wei, Yike Guo:
Cooperatively managing dynamic writeback and insertion policies in a last-level DRAM cache. DATE 2015: 187-192 - [c82]Shicai Wang, Mihaela A. Mares, Yike Guo:
Optimising Bootstrapping Algorithms Using R and Hadoop. ICDCS Workshops 2015: 148-154 - [c81]Mihaela Andreea Mares, Yike Guo:
Resampling-Based Variable Selection with Lasso for p >> n and Partially Linear Models. ICMLA 2015: 1076-1082 - [c80]Xian Yang, Lei Nie, Paul M. Matthews, Valentina Tomassini, Zhiwei Xu, Yike Guo:
The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data. NER 2015: 1076-1079 - [e1]Yike Guo, Karl J. Friston, A. Aldo Faisal, Sean L. Hill, Hanchuan Peng:
Brain Informatics and Health - 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015. Proceedings. Lecture Notes in Computer Science 9250, Springer 2015, ISBN 978-3-319-23343-7 [contents] - 2014
- [j36]Shicai Wang, Ioannis Pandis, David Johnson, Ibrahim Emam, Florian Guitton, Axel Oehmichen, Yike Guo:
Optimising parallel R correlation matrix calculations on gene expression data using MapReduce. BMC Bioinform. 15: 351 (2014) - [j35]Shulin Yan, Lei Nie, Chao Wu, Yike Guo:
Linear Dynamic Sparse Modelling for functional MR imaging. Brain Informatics 1(1-4): 11-18 (2014) - [j34]Chao Wu, David Birch, Dilshan Silva, Chun-Hsiang Lee, Orestis Tsinalis, Yike Guo:
Concinnity: A Generic Platform for Big Sensor Data Applications. IEEE Cloud Comput. 1(2): 42-50 (2014) - [j33]Xian Yang, Yike Guo, Li Guo:
An iterative parameter estimation method for biological systems and its parallel implementation. Concurr. Comput. Pract. Exp. 26(6): 1249-1267 (2014) - [j32]Rui Han, Moustafa Ghanem, Li Guo, Yike Guo, Michelle Osmond:
Enabling cost-aware and adaptive elasticity of multi-tier cloud applications. Future Gener. Comput. Syst. 32: 82-98 (2014) - [j31]Xiaoyu Yang, David Wallom, Simon Waddington, Jianwu Wang, Arif Shaon, Brian Matthews, Michael D. Wilson, Yike Guo, Li Guo, Jon D. Blower, Athanasios V. Vasilakos, Kecheng Liu, Philip Kershaw:
Cloud computing in e-Science: research challenges and opportunities. J. Supercomput. 70(1): 408-464 (2014) - [c79]Yang Li, Li Guo, Akara Supratak, Yike Guo:
Enabling Performance as a Service for a Cloud Storage System. IEEE CLOUD 2014: 554-561 - [c78]Yang Li, Li Guo, Chao Wu, Chun-Hsiang Lee, Yike Guo:
Building a cloud-based platform for personal health sensor data management. BHI 2014: 223-226 - [c77]Zhiyun Zheng, Zhimeng Du, Lun Li, Yike Guo:
BigData Oriented Open Scalable Relational Data Model. BigData Congress 2014: 398-405 - [c76]Shulin Yan, Xian Yang, Chao Wu, Zhiyun Zheng, Yike Guo:
Balancing the Stability and Predictive Performance for Multivariate Voxel Selection in fMRI Study. Brain Informatics and Health 2014: 90-99 - [c75]Shulin Yan, Xian Yang, Chao Wu, Yike Guo:
Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis. EMBC 2014: 1035-1038 - [c74]Akara Supratak, Ling Li, Yike Guo:
Feature extraction with stacked autoencoders for epileptic seizure detection. EMBC 2014: 4184-4187 - [c73]Yang Li, Li Guo, Yike Guo:
Enabling Health Monitoring as a Service in the Cloud. UCC 2014: 127-136 - [c72]Shicai Wang, Ioannis Pandis, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen, Yike Guo:
DSIMBench: A Benchmark for Microarray Data Using R. BPOE@ASPLOS/VLDB 2014: 47-56 - 2013
- [j30]Yajie Ma, Yike Guo, Dilshan Silva, Orestis Tsinalis, Chao Wu:
Elastic Information Management for Air Pollution Monitoring in Large-Scale M2M Sensor Networks. Int. J. Distributed Sens. Networks 9 (2013) - [j29]Rui Han, Moustafa Ghanem, Yike Guo:
Towards Elastic Algorithms as a New Model of Computation for the Cloud. Int. J. Next Gener. Comput. 4(2) (2013) - [c71]Rui Han, Lei Nie, Moustafa Ghanem, Yike Guo:
Elastic algorithms for guaranteeing quality monotonicity in big data mining. IEEE BigData 2013: 45-50 - [c70]Chao Wu, Yike Guo:
Enhanced user data privacy with pay-by-data model. IEEE BigData 2013: 53-57 - [c69]Chun-Hsiang Lee, David Birch, Chao Wu, Dilshan Silva, Orestis Tsinalis, Yang Li, Shulin Yan, Moustafa Ghanem, Yike Guo:
Building a generic platform for big sensor data application. IEEE BigData 2013: 94-102 - [c68]Shulin Yan, Lei Nie, Chao Wu, Yike Guo:
An Approximation Approach to Measurement Design in the Reconstruction of Functional MRI Sequences. Brain and Health Informatics 2013: 115-125 - [c67]Zhiyun Zheng, Limei Jia, Zhenfei Wang, Yi-Ke Guo:
Research on Semantic Similarity Calculation of Linked Data Based on Multiple Factors. CGC 2013: 358-362 - [c66]Sijin He, Moustafa Ghanem, Li Guo, Yike Guo:
Cloud Resource Monitoring for Intrusion Detection. CloudCom (2) 2013: 281-284 - [c65]Chao Wu, Di Wu, Shulin Yan, Yike Guo:
Sensor Deployment in Bayesian Compressive Sensing Based Environmental Monitoring. MobiQuitous 2013: 37-51 - 2012
- [j28]Xian Yang, Rui Han, Yike Guo, Jeremy T. Bradley, Benita Cox, Robert Dickinson, Richard Kitney:
Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA. BMC Bioinform. 13(S-14): S4 (2012) - [j27]Chao Wu, Yike Guo, Bo Zhou:
Social networking federation: A position paper. Comput. Electr. Eng. 38(2): 306-329 (2012) - [j26]Schahram Dustdar, Yike Guo, Rui Han, Benjamin Satzger, Hong Linh Truong:
Programming Directives for Elastic Computing. IEEE Internet Comput. 16(6): 72-77 (2012) - [j25]Dilshan Silva, Moustafa Ghanem, Yike Guo:
WikiSensing: An Online Collaborative Approach for Sensor Data Management. Sensors 12(10): 13295-13332 (2012) - [c64]Sijin He, Li Guo, Moustafa Ghanem, Yike Guo:
Improving Resource Utilisation in the Cloud Environment Using Multivariate Probabilistic Models. IEEE CLOUD 2012: 574-581 - [c63]Sijin He, Li Guo, Yike Guo, Chao Wu, Moustafa Ghanem, Rui Han:
Elastic Application Container: A Lightweight Approach for Cloud Resource Provisioning. AINA 2012: 15-22 - [c62]Yike Guo, Chao Wu, Diego Peteiro-Barral:
An EEG-Based Brain Informatics Application for Enhancing Music Experience. Brain Informatics 2012: 265-276 - [c61]Rui Han, Li Guo, Moustafa Ghanem, Yike Guo:
Lightweight Resource Scaling for Cloud Applications. CCGRID 2012: 644-651 - [c60]Alex Holehouse, Xian Yang, Ian M. Adcock, Yike Guo:
Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways. CIBCB 2012: 69-76 - [c59]Yang Li, Li Guo, Yike Guo:
CACSS: Towards a Generic Cloud Storage Service. CLOSER 2012: 27-36 - [c58]Yang Li, Li Guo, Yike Guo:
An Efficient and Performance-Aware Big Data Storage System. CLOSER (Selected Papers) 2012: 102-116 - [c57]Yike Guo, Moustafa Ghanem, Rui Han:
Does the Cloud need new algorithms? An introduction to elastic algorithms. CloudCom 2012: 66-73 - [c56]Chao Wu, Yike Guo:
A New Paradigm for Web App Development, Deployment, Distribution, and Collaboration. ICSOFT 2012: 433-438 - [c55]Xing Wu, Minchao Wang, Wu Zhang, Yike Guo:
Cloud Program with a Pricing Strategy for Iaas in Cloud Computing. IPDPS Workshops 2012: 2316-2319 - 2011
- [j24]Donny Soh, Difeng Dong, Yike Guo, Limsoon Wong:
Finding consistent disease subnetworks across microarray datasets. BMC Bioinform. 12(S-13): S15 (2011) - [j23]Yi-Ke Guo, Li Guo:
IC cloud: Enabling compositional cloud. Int. J. Autom. Comput. 8(3): 269 (2011) - [j22]Schahram Dustdar, Yike Guo, Benjamin Satzger, Hong Linh Truong:
Principles of Elastic Processes. IEEE Internet Comput. 15(5): 66-71 (2011) - [c54]Sijin He, Li Guo, Yike Guo:
Real Time Elastic Cloud Management for Limited Resources. IEEE CLOUD 2011: 622-629 - [c53]Rui Han, Li Guo, Yike Guo, Sijin He:
A Deployment Platform for Dynamically Scaling Applications in the Cloud. CloudCom 2011: 506-510 - [c52]Sijin He, Li Guo, Yike Guo:
Elastic Application Container. GRID 2011: 216-217 - [c51]Chao Wu, Yike Guo:
Detecting insecure person in crowd with human sensor. ANT/MobiWIS 2011: 788-792 - 2010
- [j21]Donny Soh, Difeng Dong, Yike Guo, Limsoon Wong:
Consistency, comprehensiveness, and compatibility of pathway databases. BMC Bioinform. 11: 449 (2010) - [j20]Vasa Curcin, Moustafa Ghanem, Yike Guo:
Polymorphic type framework for scientific workflows with relational data model. Int. J. Bus. Process. Integr. Manag. 5(1): 45-62 (2010) - [j19]Yajie Ma, Yike Guo, Moustafa Ghanem:
RECA: Referenced energy-based CDS algorithm in wireless sensor networks. Int. J. Commun. Syst. 23(1): 125-138 (2010) - [c50]Li Guo, Yike Guo, Xiangchuan Tian:
IC Cloud: A Design Space for Composable Cloud Computing. IEEE CLOUD 2010: 394-401 - [c49]Caroline Baroukh, Anthony Rowe, Yike Guo:
Process calculi for systems biology. BCB 2010: 496-497 - [c48]Caroline Baroukh, Anthony Rowe, Yike Guo:
Process Calculi for Systems Biology and applications in severe asthma. BIBM Workshops 2010: 217-222 - [c47]Xiong Deng, Yike Guo, Moustafa Ghanem:
Learning Ensemble Models on Categorized Datasets. DMIN 2010: 242-248 - [c46]Qiang Li, Yike Guo:
Optimization of Resource Scheduling in Cloud Computing. SYNASC 2010: 315-320
2000 – 2009
- 2009
- [j18]Vasa Curcin, Moustafa Ghanem, Yike Guo:
Analysing scientific workflows with Computational Tree Logic. Clust. Comput. 12(4): 399-419 (2009) - [j17]Frank Zhigang Wang, Na Helian, Sining Wu, Yike Guo, Derek Yuhui Deng, Lingkui Meng, Wen Zhang, Jon Crowcroft, Jean Bacon, Michael Andrew Parker:
Eight Times Acceleration of Geospatial Data Archiving and Distribution on the Grids. IEEE Trans. Geosci. Remote. Sens. 47(5): 1444-1453 (2009) - [j16]Frank Zhigang Wang, Na Helian, Sining Wu, Yike Guo, Derek Yuhui Deng, Lingkui Meng, Wen Zhang, Jon Crowcroft, Jean Bacon, Michael Andrew Parker:
Correction to "Eight Times Acceleration of Geospatial Data Archiving and Distribution on the Grids". IEEE Trans. Geosci. Remote. Sens. 47(8-2): 2988 (2009) - [c45]Xiong Deng, Yike Guo, Moustafa Ghanem:
Dynamic Data Mining: A Novel Data Mining Process Model. DMIN 2009: 199-206 - [c44]Xiong Deng, Moustafa Ghanem, Yike Guo:
Real-Time Data Mining Methodology and a Supporting Framework. NSS 2009: 522-527 - 2007
- [j15]Jameel Syed, Moustafa Ghanem, Yike Guo:
Supporting scientific discovery processes in Discovery Net. Concurr. Comput. Pract. Exp. 19(2): 167-179 (2007) - [j14]Donny Soh, Difeng Dong, Yike Guo, Limsoon Wong:
Enabling more sophisticated gene expression analysis for understanding diseases and optimizing treatments. SIGKDD Explor. 9(1): 3-13 (2007) - [j13]Frank Zhigang Wang, Sining Wu, Na Helian, Michael Andrew Parker, Yike Guo, Yuhui Deng, Vineet R. Khare:
Grid-Oriented Storage: A Single-Image, Cross-Domain, High-Bandwidth Architecture. IEEE Trans. Computers 56(4): 474-487 (2007) - [c43]Vasa Curcin, Moustafa Ghanem, Patrick Wendel, Yike Guo:
Heterogeneous Workflows in Scientific Workflow Systems. International Conference on Computational Science (3) 2007: 204-211 - 2006
- [j12]Qiang Lu, Pei Hao, Vasa Curcin, Wei-Zhong He, Yuan-Yuan Li, Qing-ming Luo, Yike Guo, Yi-Xue Li:
KDE Bioscience: Platform for bioinformatics analysis workflows. J. Biomed. Informatics 39(4): 440-450 (2006) - [c42]Jian Guo Liu, Moustafa Ghanem, Vasa Curcin, Christian Haselwimmer, Yike Guo, Gareth Morgan, Kyran Mish:
Achievements and Experiences from a Grid-Based Earthquake Analysis and Modelling Study. e-Science 2006: 35 - [c41]Vasa Curcin, Moustafa Ghanem, Yike Guo, Francesca Toni, Kostas Stathis:
Building Next Generation Service-Oriented Architectures using Argumentation Agents. NODe/GSEM 2006: 249-262 - [c40]Neil Davis, Henk Harkema, Robert J. Gaizauskas, Yikun Guo, Moustafa Ghanem, Tom Barnwell, Yike Guo, Jon Ratcliffe:
: Three Approaches to GO-Tagging Biomedical Abstracts. SMBM 2006 - 2005
- [j11]Frank Wang, Na Helian, Sining Wu, Yuhui Deng, Ke Zhou, Yike Guo, Steve Thompson, Ian Johnson, Dave Milward, Robert Maddock, Benjamin Khoo Boon Tat:
Cluster Computing and Grid 2005 Works in Progress. IEEE Distributed Syst. Online 6(9) (2005) - [c39]Moustafa Ghanem, Alexandros Chortaras, Yike Guo, Anthony Rowe, Jon Ratcliffe:
A grid infrastructure for mixed bioinformatics data and text mining. AICCSA 2005: 41 - [c38]Yike Guo, Jian Guo Liu, Moustafa Ghanem, Kyran Mish, Vasa Curcin, Christian Haselwimmer, D. Sotiriou, K. K. Muraleetharan, L. Taylor:
Bridging the Macro and Micro: A Computing Intensive Earthquake Study Using Discovery Net. SC 2005: 68 - [c37]Songbo Tan, Xueqi Cheng, Bin Wang, Hongbo Xu, Moustafa Ghanem, Yike Guo:
Using dragpushing to refine centroid text classifiers. SIGIR 2005: 653-654 - [c36]Anthony Rowe, Susie Stephens, Yike Guo:
The use of Business Rules with Workflow Systems. Rule Languages for Interoperability 2005 - 2004
- [c35]Vasa Curcin, Moustafa Ghanem, Yike Guo, Anthony Rowe, Wayne He, Pei Hao, Qiang Lu, Yuanyuan Li:
IT Service Infrastructure for Integrative Systems Biology. IEEE SCC 2004: 123-131 - [c34]Nikolaos Giannadakis, Moustafa Ghanem, Yike Guo:
InfoGrid: Information Resource Integration. ICSNW 2004: 311-312 - 2003
- [j10]Salman AlSairafi, Filippia-Sofia Emmanouil, Moustafa Ghanem, Nikolaos Giannadakis, Yike Guo, Dimitrios Kalaitzopoulos, Michelle Osmond, Anthony Rowe, Jameel Syed, Patrick Wendel:
The Design of Discovery Net: Towards Open Grid Services for Knowledge Discovery. Int. J. High Perform. Comput. Appl. 17(3): 297-315 (2003) - [j9]Nikolaos Giannadakis, Anthony Rowe, Moustafa Ghanem, Yike Guo:
InfoGrid: providing information integration for knowledge discovery. Inf. Sci. 155(3-4): 199-226 (2003) - [c33]Frank Wang, Na Helian, Yike Guo, Steve Thompson, John Gordon:
Prototype a Knowledge Discovery Infrastructure by Implementing Relational Grid Monitoring Architecture (R-GMA) on European Data Grid (EDG). GCC (2) 2003: 811-814 - [c32]Anthony Rowe, Dimitrios Kalaitzopoulos, Michelle Osmond, Moustafa Ghanem, Yike Guo:
The discovery net system for high throughput bioinformatics. ISMB (Supplement of Bioinformatics) 2003: 225-231 - 2002
- [j8]Francis Oliver Bunnin, Yike Guo, Yuhe Ren:
Option pricing under model and parameter uncertainty using predictive densities. Stat. Comput. 12(1): 37-44 (2002) - [j7]Moustafa Ghanem, Yike Guo, Huma Lodhi, Yong Zhang:
Automatic Scientific Text Classification Using Local Patterns: KDD Cup 2002 (Task 1). SIGKDD Explor. 4(2): 95-96 (2002) - [c31]Moustafa Ghanem, Yike Guo, Anthony Rowe, Patrick Wendel:
Grid-Based Knowledge Discovery Services for High Throughput Informatics. HPDC 2002: 416 - [c30]Huma Lodhi, Yike Guo:
Gram-Schmidt Kernels Applied to Structure Activity Analysis for Drug Design. BIOKDD 2002: 37-42 - [c29]Vasa Curcin, Moustafa Ghanem, Yike Guo, Martin Köhler, Anthony Rowe, Jameel Syed, Patrick Wendel:
Discovery net: towards a grid of knowledge discovery. KDD 2002: 658-663 - 2001
- [j6]Qiang Li, Yike Guo, John Darlington, Tetsuo Ida:
Minimised Geometric Buchberger Algorithm for Integer Programming. Ann. Oper. Res. 108(1-4): 87-109 (2001) - [j5]Yike Guo, Patrick Wendel:
Developing a distributed scalable Java component server. Future Gener. Comput. Syst. 17(8): 1051-1057 (2001) - [c28]Francis Oliver Bunnin, Yike Guo, John Darlington:
Design of Problem-Solving Environment for Contingent Claim Valuation. Euro-Par 2001: 935-938 - 2000
- [j4]Francis Oliver Bunnin, Yike Guo, Yuhe Ren, John Darlington:
Parallel pseudospectral solution of financial partial differential equations. Parallel Algorithms Appl. 15(1-2): 3-13 (2000) - [j3]Francis Oliver Bunnin, Yike Guo, Yuhe Ren, John Darlington:
Design of high performance financial modelling environment. Parallel Comput. 26(5): 601-622 (2000) - [c27]Alfred Grasso, Harry Sleeper, Bhavani M. Thuraisingham, Yike Guo:
Data mining for the e-business: developments and directions. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2000: 388-392 - [c26]Yike Guo, Patrick Wendel:
Developing A Distributed Scalable Enterprise JavaBean Server. HPCN Europe 2000: 207-216 - [c25]Peter Au, Matthew Carey, Shalini Sewraz, Yike Guo, Stefan M. Rüger:
New paradigms in information visualization. SIGIR 2000: 307-309
1990 – 1999
- 1999
- [j2]Yike Guo, Robert L. Grossman:
Editorial. Data Min. Knowl. Discov. 3(3): 235-236 (1999) - [c24]Jaturon Chattratichat, John Darlington, Yike Guo, S. Hedvall, Martin Köhler, Jameel Syed:
An Architecture for Distributed Enterprise Data Mining. HPCN Europe 1999: 573-582 - [c23]Yike Guo, Janjao Sutiwaraphun:
Probing Knowledge in Distributed Data Mining. PAKDD 1999: 443-452 - [c22]Jaturon Chattratichat, Yike Guo, Jameel Syed:
A Visual Language for Internet-Based Data Mining and Data Visualization. VL 1999: 64-71 - 1998
- [j1]Manuel M. T. Chakravarty, Yike Guo, Martin Köhler, Hendrik C. R. Lock:
GOFFIN: Higher-Order Functions Meet Concurrent Constraints. Sci. Comput. Program. 30(1-2): 157-199 (1998) - [c21]Manuel M. T. Chakravarty, Yike Guo, Martin Köhler:
Distributed Haskell: Goffin on the Internet. Fuji International Symposium on Functional and Logic Programming 1998: 80-97 - [c20]Jaturon Chattratichat, John Darlington, Yike Guo, S. Hedvall, Martin Köhler, A. Saleem, Janjao Sutiwaraphun, Dan Yang:
A Software Architecture for Deploying High Performance Solution on the Internet. HPCN Europe 1998: 545-555 - 1997
- [c19]K. T. P. Au, Manuel M. T. Chakravarty, John Darlington, Yike Guo, Stefan Jähnichen, Martin Köhler, Gabriele Keller, Wolf Pfannenstiel, Martin Simons:
Enlarging the Scope of Vector-Based Computations: Extending Fortran 90 by Nested Data Parallelism. APDC 1997: 66-73 - [c18]John Darlington, Yike Guo, Janjao Sutiwaraphun, Hing Wing To:
Parallel Induction Algorithms for Data Mining. IDA 1997: 437-445 - [c17]Qiang Li, Yike Guo, Tetsuo Ida, John Darlington:
The Minimised Geometric Buchberger Algorithm: An Optimal Algebraic Algorithm for Integer Programming. ISSAC 1997: 331-338 - [c16]Jaturon Chattratichat, John Darlington, Moustafa Ghanem, Yike Guo, Harald Frank Hüning, Martin Köhler, Janjao Sutiwaraphun, Hing Wing To, Dan Yang:
Large Scale Data Mining: Challenges and Responses. KDD 1997: 143-146 - 1996
- [c15]Wei-Ngan Chin, John Darlington, Yike Guo:
Parallelizing Conditional Recurrences. Euro-Par, Vol. I 1996: 579-586 - [c14]Peter Au, John Darlington, Moustafa Ghanem, Yike Guo, Hing Wing To, Jin Yang:
Co-ordinating Heterogeneous Parallel Computation. Euro-Par, Vol. I 1996: 601-614 - 1995
- [c13]Manuel M. T. Chakravarty, Yike Guo, Martin Köhler:
GOFFIN: Higher-Order Functions Meet Concurrent Constraints. CCP 1995: 6:1-6:15 - [c12]John Darlington, Yike Guo, Hing Wing To, Jin Yang:
Functional Skeletons for Parallel Coordination. Euro-Par 1995: 55-66 - [c11]John Darlington, Yike Guo, Hing Wing To, Jin Yang:
Parallel Skeletons for Structured Composition. PPoPP 1995: 19-28 - [c10]Manuel M. T. Chakravarty, Yike Guo, Martin Köhler, Hendrik C. R. Lock:
Co-ordinating Parallel Computation through Equational Constraints. WLP 1995: 123-132 - 1994
- [c9]John Darlington, Yike Guo:
Constraint Logic Programming in the Sequent Calculus. LPAR 1994: 200-214 - [c8]John Darlington, Yike Guo:
Formalising Actors in Linear Logic. OOIS 1994: 37-53 - 1993
- [c7]John Darlington, Yike Guo, Martin Köhler:
Functional Programming Languages with Logical Variables: A Linear Logic View. PLILP 1993: 201-219 - 1992
- [c6]John Darlington, Yike Guo, Helen Pull:
A New Perspective on Integrating Functional and Logic Languages. FGCS 1992: 682-693 - 1991
- [c5]John Darlington, Yike Guo, Qian Wu:
A General Computational Scheme for Constraint Logic Programming. ALPUK 1991: 56-77 - [c4]John Darlington, Yike Guo, Helen Pull:
A Design Space for Integrating Declarative Languages. Declarative Programming 1991: 3-19 - [c3]John Darlington, Yike Guo, Helen Pull:
Introducing Constraint Functional Logic Programming. Declarative Programming 1991: 20-34 - 1990
- [c2]John Darlington, Yike Guo:
Constrained Equational Deduction. CTRS 1990: 424-435
1980 – 1989
- 1989
- [c1]John Darlington, Yike Guo:
Narrowing and Unification in Functional Programming - An Evaluation Mechanism for Absolute Set Abstraction. RTA 1989: 92-108
Coauthor Index
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