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2020 – today
- 2024
[j29]Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Yifan Shi, C. L. Philip Chen:
A survey on imbalanced learning: latest research, applications and future directions. Artif. Intell. Rev. 57(6): 137 (2024)- [j28]Yuanxin Lin
, Zhiwen Yu, Kaixiang Yang, Ziwei Fan, C. L. Philip Chen:
Boosting Adaptive Weighted Broad Learning System for Multi-Label Learning. IEEE CAA J. Autom. Sinica 11(11): 2204-2219 (2024) - [j27]Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo:
Di-GraphGAN: An enhanced adversarial learning framework for accurate spatial-temporal traffic forecasting under data missing scenarios. Inf. Sci. 677: 120911 (2024) - [j26]Dacheng Zheng, Zhiwen Yu, Wuxing Chen, Weiwen Zhang, Qiying Feng, Yifan Shi, Kaixiang Yang:
Multiview ensemble clustering of hypergraph p-Laplacian regularization with weighting and denoising. Inf. Sci. 681: 121187 (2024) - [j25]Chengyuan Zhu, Yanyun Pu, Zhuoling Lyu, Kaixiang Yang, Qinmin Yang:
Multidimensional information fusion and broad learning system-based condition recognition for energy pipeline safety. Knowl. Based Syst. 300: 112259 (2024) - [j24]Weiwen Zhang, Ziyu Liu, Yifeng Jiang, Wuxing Chen, Bowen Zhao, Kaixiang Yang:
Self-balancing Incremental Broad Learning System with privacy protection. Neural Networks 178: 106436 (2024) - [j23]Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang:
When large language model meets optimization. Swarm Evol. Comput. 90: 101663 (2024) - [j22]Chengyuan Zhu, Yanyun Pu, Kaixiang Yang, Qinmin Yang, C. L. Philip Chen:
A Novel Visual Transformer for Long-Distance Pipeline Pattern Recognition in Complex Environment. IEEE Trans. Artif. Intell. 5(6): 2933-2945 (2024) - [j21]Mianfen Lin, Kaixiang Yang, Zhiwen Yu, Yifan Shi, C. L. Philip Chen:
Hybrid Ensemble Broad Learning System for Network Intrusion Detection. IEEE Trans. Ind. Informatics 20(4): 5622-5633 (2024) - [j20]Yanyun Pu, Chengyuan Zhu, Kaixiang Yang, Zhuoling Lü, Qinmin Yang:
A Novel Multiscale Transformer Network Framework for Natural Gas Consumption Forecasting. IEEE Trans. Ind. Informatics 20(8): 10040-10053 (2024) - [j19]Zhuoling Lyu, Chengyuan Zhu, Yanyun Pu, Zuan Chen, Kaixiang Yang, Qinmin Yang:
Two-Stage Intrusion Events Recognition for Vibration Signals From Distributed Optical Fiber Sensors. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j18]Zhiwen Yu, Zhijie Zhong, Kaixiang Yang, Wenming Cao, C. L. Philip Chen:
Broad Learning Autoencoder With Graph Structure for Data Clustering. IEEE Trans. Knowl. Data Eng. 36(1): 49-61 (2024) - [j17]Guojie Li, Zhiwen Yu, Kaixiang Yang, Mianfen Lin, C. L. Philip Chen:
Exploring Feature Selection With Limited Labels: A Comprehensive Survey of Semi-Supervised and Unsupervised Approaches. IEEE Trans. Knowl. Data Eng. 36(11): 6124-6144 (2024) - [c17]Sihang Liu, Wenming Cao, Ruigang Fu, Kaixiang Yang, Zhiwen Yu:
RPSC: Robust Pseudo-Labeling for Semantic Clustering. AAAI 2024: 14008-14016 - [c16]Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen:
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. AAAI 2024: 22556-22564 - [c15]Zhijie Zhong, Zhiwen Yu, Jiahui Chen, Kaixiang Yang:
Insightful Simplicity: Dissimilarity in Time Series Anomaly Detection. ACM TUR-C 2024 - [c14]Lincan Li, Kaixiang Yang, Jichao Bi, Fengji Luo:
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting. ICASSP 2024: 6705-6709 - [c13]Hang Lu, Kaixiang Yang, Wenqin Zhuang, Mingkai Chen:
Vision-Assisted Cross-Modal Haptic Data Compression for Immersive Communication. WCNC 2024: 1-6 - [i12]Zhijie Zhong, Zhiwen Yu, Yiyuan Yang, Weizheng Wang, Kaixiang Yang:
PatchAD: Patch-based MLP-Mixer for Time Series Anomaly Detection. CoRR abs/2401.09793 (2024) - [i11]Lincan Li, Wei Shao, Wei Dong, Yijun Tian, Qiming Zhang, Kaixiang Yang, Wenjie Zhang:
Data-Centric Evolution in Autonomous Driving: A Comprehensive Survey of Big Data System, Data Mining, and Closed-Loop Technologies. CoRR abs/2401.12888 (2024) - [i10]Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang:
When Large Language Model Meets Optimization. CoRR abs/2405.10098 (2024) - [i9]Zhijie Zhong, Zhiwen Yu, Xing Xi, Yue Xu, Jiahui Chen, Kaixiang Yang:
SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection. CoRR abs/2405.11238 (2024) - [i8]Kaixiang Yang, Wenqi Shan, Xudong Li, Xuan Wang, Xikai Yang, Xi Wang, Pheng-Ann Heng, Qiang Li, Zhiwei Wang:
Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation. CoRR abs/2408.08708 (2024) - [i7]Kaixiang Yang, Qiang Li, Zhiwei Wang:
DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition. CoRR abs/2409.06217 (2024) - 2023
- [j16]Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Jie Zhang, Yingyuan Xiao:
An efficient indexing technique for billion-scale nearest neighbor search. Multim. Tools Appl. 82(20): 31673-31689 (2023) - [j15]Kaixiang Yang, Yifan Shi, Zhiwen Yu, Qinmin Yang, Arun Kumar Sangaiah, Huanqiang Zeng:
Stacked One-Class Broad Learning System for Intrusion Detection in Industry 4.0. IEEE Trans. Ind. Informatics 19(1): 251-260 (2023) - [j14]Yanyun Pu, Chengyuan Zhu, Kaixiang Yang, Huan Hu, Qinmin Yang:
A Novel AMSS-FFN for Underwater Multisource Localization Using Artificial Lateral Line. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j13]Chengyuan Zhu, Yanyun Pu, Kaixiang Yang, Qinmin Yang, C. L. Philip Chen:
Distributed Optical Fiber Intrusion Detection by Image Encoding and SwinT in Multi-Interference Environment of Long-Distance Pipeline. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j12]Kaixiang Yang, Yuchen Liu, Zhiwen Yu, C. L. Philip Chen:
Extracting and Composing Robust Features With Broad Learning System. IEEE Trans. Knowl. Data Eng. 35(4): 3885-3896 (2023) - [j11]Yifan Shi, Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Huanqiang Zeng:
Adaptive Ensemble Clustering With Boosting BLS-Based Autoencoder. IEEE Trans. Knowl. Data Eng. 35(12): 12369-12383 (2023) - [c12]Chengyuan Zhu, Yanyun Pu, Zhuoling Lyu, Jiren Qian, Kaixiang Yang:
Long-Distance Pipeline Intrusion Warning Based on Environment Embedding from Distributed Optical Fiber Sensing. ICANN (10) 2023: 260-271 - [c11]Kaixiang Yang, Junyu Gao, Yangbo Feng, Changsheng Xu:
Leveraging Attribute Knowledge for Open-set Action Recognition. ICME 2023: 762-767 - [c10]Kaixiang Yang, Yifan Shi, Zhiwen Yu, Zhijie Zhong, Jichao Bi, Mengzhi Wang:
Hybrid Clustering Solutions Fusion based on Gated Three-way Decision. IJCNN 2023: 1-10 - [i6]Lincan Li, Kaixiang Yang, Fengji Luo, Jichao Bi:
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting. CoRR abs/2307.02507 (2023) - [i5]Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang:
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. CoRR abs/2312.09576 (2023) - [i4]Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen:
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. CoRR abs/2312.11583 (2023) - 2022
- [j10]Zefeng Liang, Huan Wang, Kaixiang Yang, Yifan Shi:
Adaptive Fusion Based Method for Imbalanced Data Classification. Frontiers Neurorobotics 16: 827913 (2022) - [j9]Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Weiwen Zhang:
Double-kernel based class-specific broad learning system for multiclass imbalance learning. Knowl. Based Syst. 253: 109535 (2022) - [j8]Wuxing Chen, Kaixiang Yang, Weiwen Zhang, Yifan Shi, Zhiwen Yu:
Double-kernelized weighted broad learning system for imbalanced data. Neural Comput. Appl. 34(22): 19923-19936 (2022) - [j7]Kaixiang Yang, Youming Luo, Mengyao Li, Shouyi Zhong, Qiang Liu, Xiuhong Li:
Reconstruction of Sentinel-2 Image Time Series Using Google Earth Engine. Remote. Sens. 14(17): 4395 (2022) - [j6]Shumin Wang, Youming Luo, Mengyao Li, Kaixiang Yang, Qiang Liu, Xiuhong Li:
A Taylor Expansion Algorithm for Spatial Downscaling of MODIS Land Surface Temperature. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j5]Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Wenming Cao, Jane You, Hau-San Wong:
Incremental Weighted Ensemble Broad Learning System for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 34(12): 5809-5824 (2022) - [j4]Zhiwen Yu, Fengxu Ye, Kaixiang Yang, Wenming Cao, C. L. Philip Chen, Lianglun Cheng, Jane You, Hau-San Wong:
Semisupervised Classification With Novel Graph Construction for High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 33(1): 75-88 (2022) - [j3]Kaixiang Yang, Zhiwen Yu, C. L. Philip Chen, Wenming Cao, Hau-San Wong, Jane You, Guoqiang Han:
Progressive Hybrid Classifier Ensemble for Imbalanced Data. IEEE Trans. Syst. Man Cybern. Syst. 52(4): 2464-2478 (2022) - [c9]Wuxing Chen, Weiwen Zhang, Kaixiang Yang, Dacheng Zheng, Lianglun Cheng:
Exploring Industrial Evolution with Correlation Analysis and Smoothing Forecasting: A Case of Marine Industry in Guangdong Province of South China. IC4E 2022: 459-465 - [c8]Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo:
Spatial-Temporal Semantic Generative Adversarial Networks for Flexible Multi-step Urban Flow Prediction. ICANN (3) 2022: 763-775 - [c7]Chao Dong, Qi Ye, Wenchao Meng, Kaixiang Yang:
Few-Shot Learning with Improved Local Representations via Bias Rectify Module. ICASSP 2022: 2120-2124 - [c6]Lincan Li, Jichao Bi, Kaixiang Yang, Fengji Luo, Luxing Yang:
MGC-GAN: Multi-Graph Convolutional Generative Adversarial Networks for Accurate Citywide Traffic Flow Prediction. SMC 2022: 2557-2562 - 2021
- [j2]Shumin Wang, Youming Luo, Xia Li, Kaixiang Yang, Qiang Liu, Xiaobo Luo, Xiuhong Li:
Downscaling Land Surface Temperature Based on Non-Linear Geographically Weighted Regressive Model over Urban Areas. Remote. Sens. 13(8): 1580 (2021) - [c5]Hongya Wang, Zeng Zhao, Kaixiang Yang, Hui Song, Yingyuan Xiao:
Approximate Nearest Neighbor Search Using Query-Directed Dense Graph. DASFAA (Workshops) 2021: 429-444 - [c4]Zhihao Li, Zhiwen Yu, Kaixiang Yang, Yifan Shi, Yuhong Xu, C. L. Philip Chen:
Local Tangent Generative Adversarial Network for Imbalanced Data Classification. IJCNN 2021: 1-8 - [c3]Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen:
Pruning Broad Learning System based on Adaptive Feature Evolution. IJCNN 2021: 1-9 - [c2]Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Yingyuan Xiao:
Hierarchical Link and Code: Efficient Similarity Search for Billion-Scale Image Sets. PG (Short Papers, Posters, and Work-in-Progress Papers) 2021: 81-86 - [i3]Kaixiang Yang, Hongya Wang, Bo Xu, Wei Wang, Yingyuan Xiao, Ming Du, Junfeng Zhou:
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only. CoRR abs/2110.00696 (2021) - [i2]Chao Dong, Qi Ye, Wenchao Meng, Kaixiang Yang:
Few-shot learning with improved local representations via bias rectify module. CoRR abs/2111.00754 (2021) - 2020
- [j1]Kaixiang Yang, Zhiwen Yu, Xin Wen, Wenming Cao, C. L. Philip Chen, Hau-San Wong, Jane You:
Hybrid Classifier Ensemble for Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1387-1400 (2020) - [i1]Hongya Wang, Zhizheng Wang, Wei Wang, Yingyuan Xiao, Zeng Zhao, Kaixiang Yang:
A Note on Graph-Based Nearest Neighbor Search. CoRR abs/2012.11083 (2020)
2010 – 2019
- 2019
- [c1]Mingyong Li, Hongya Wang, Liangliang Wang, Kaixiang Yang, Yingyuan Xiao:
Triplet Deep Hashing with Joint Supervised Loss for Fast Image Retrieval. ICTAI 2019: 606-613
Coauthor Index
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