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ORCIDSongyang Zhang
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2020 – today
- 2024
[j29]Songyang Zhang
, Brian Choi, Feng Ouyang, Zhi Ding:
Physics-Inspired Machine Learning for Radiomap Estimation: Integration of Radio Propagation Models and Artificial Intelligence. IEEE Commun. Mag. 62(8): 155-161 (2024)- [j28]Songyang Zhang, Ge Ren, Xiaoxi Zeng, Liang Zhang, Kailun Du, Gege Liu, Hong Lin:
Efficient cross-information fusion decoder for semantic segmentation. Comput. Vis. Image Underst. 240: 103918 (2024) - [j27]Songyang Zhang, Qinwen Deng, Zhi Ding:
Signal Processing Over Multilayer Graphs: Theoretical Foundations and Practical Applications. IEEE Internet Things J. 11(2): 2453-2471 (2024) - [j26]Achintha Wijesinghe, Songyang Zhang, Zhi Ding:
PS-FedGAN: An Efficient Federated Learning Framework With Strong Data Privacy. IEEE Internet Things J. 11(16): 27584-27596 (2024) - [j25]Rongjie Li, Songyang Zhang, Xuming He:
SGTR+: End-to-End Scene Graph Generation With Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2191-2205 (2024) - [j24]Liping Liu, Boya Niu, Zhuo Xu, Songyang Zhang, Zhaoyu Shao, Xinyu Wang:
A digital speckle stereo matching algorithm based on epipolar line correction. Signal Image Video Process. 18(5): 4579-4588 (2024) - [j23]Yuan Liu, Songyang Zhang, Jiacheng Chen, Kai Chen, Dahua Lin:
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling. Trans. Mach. Learn. Res. 2024 (2024) - [j22]Ali Vosoughi, Shijian Deng, Songyang Zhang, Yapeng Tian, Chenliang Xu, Jiebo Luo:
Cross Modality Bias in Visual Question Answering: A Causal View With Possible Worlds VQA. IEEE Trans. Multim. 26: 8609-8624 (2024) - [j21]Songyang Zhang, Tianhang Yu, Brian Choi, Feng Ouyang, Zhi Ding:
Radiomap Inpainting for Restricted Areas Based on Propagation Priority and Depth Map. IEEE Trans. Wirel. Commun. 23(8): 9330-9344 (2024) - [c57]Hongwei Liu, Zilong Zheng, Yuxuan Qiao, Haodong Duan, Zhiwei Fei, Fengzhe Zhou, Wenwei Zhang, Songyang Zhang, Dahua Lin, Kai Chen:
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark. ACL (Findings) 2024: 6884-6915 - [c56]Xi Chen, Songyang Zhang, Qibing Bai, Kai Chen, Satoshi Nakamura:
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models. ACL (Findings) 2024: 6976-6987 - [c55]Zehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen, Feng Zhao:
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step. ACL (1) 2024: 9510-9529 - [c54]Jiaxing Sun, Weiquan Huang, Jiang Wu, Chenya Gu, Wei Li, Songyang Zhang, Hang Yan, Conghui He:
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations. ACL (1) 2024: 11205-11228 - [c53]Rongjie Li, Songyang Zhang, Dahua Lin, Kai Chen, Xuming He:
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models. CVPR 2024: 28076-28086 - [c52]Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin:
MMBench: Is Your Multi-modal Model an All-Around Player? ECCV (6) 2024: 216-233 - [c51]Xiao Liu, Lianming Xu, Xin Wu, Songyang Zhang, Li Wang:
Split-FL: An Efficient Online Federated Learning Framework with Constrained Computation and Streaming Data. ICC Workshops 2024: 661-666 - [c50]Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding:
UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled Data. ICC Workshops 2024: 1048-1053 - [c49]Achintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka, Weiwei Wang, Zhi Ding:
Diff-GO: Diffusion Goal-Oriented Communications with Ultra-High Spectrum Efficiency. ICC Workshops 2024: 1079-1084 - [c48]Shusen Jing, Anlan Yu, Shuai Zhang, Songyang Zhang:
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data. ICML 2024 - [c47]Haodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen:
BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues. NAACL-HLT (Findings) 2024: 3184-3200 - [c46]Chonghua Wang, Haodong Duan, Songyang Zhang, Dahua Lin, Kai Chen:
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks. NAACL-HLT 2024: 3712-3724 - [c45]Yixu Wang, Yan Teng, Kexin Huang, Chengqi Lyu, Songyang Zhang, Wenwei Zhang, Xingjun Ma, Yu-Gang Jiang, Yu Qiao, Yingchun Wang:
Fake Alignment: Are LLMs Really Aligned Well? NAACL-HLT 2024: 4696-4712 - [i84]Huanjun Kong, Songyang Zhang, Kai Chen:
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance. CoRR abs/2401.08772 (2024) - [i83]Rongjie Li, Songyang Zhang, Xuming He:
SGTR+: End-to-end Scene Graph Generation with Transformer. CoRR abs/2401.12835 (2024) - [i82]Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Xilin Wei, Songyang Zhang, Haodong Duan, Maosong Cao, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Xinyue Zhang, Wei Li, Jingwen Li, Kai Chen, Conghui He, Xingcheng Zhang, Yu Qiao, Dahua Lin, Jiaqi Wang:
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model. CoRR abs/2401.16420 (2024) - [i81]Huaiyuan Ying, Shuo Zhang, Linyang Li, Zhejian Zhou, Yunfan Shao, Zhaoye Fei, Yichuan Ma, Jiawei Hong, Kuikun Liu, Ziyi Wang, Yudong Wang, Zijian Wu, Shuaibin Li, Fengzhe Zhou, Hongwei Liu, Songyang Zhang, Wenwei Zhang, Hang Yan, Xipeng Qiu, Jiayu Wang, Kai Chen, Dahua Lin:
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning. CoRR abs/2402.06332 (2024) - [i80]Jiaxing Sun, Weiquan Huang, Jiang Wu, Chenya Gu, Wei Li, Songyang Zhang, Hang Yan, Conghui He:
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations. CoRR abs/2403.14112 (2024) - [i79]Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao:
RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks. CoRR abs/2403.16397 (2024) - [i78]Rongjie Li, Songyang Zhang, Dahua Lin, Kai Chen, Xuming He:
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models. CoRR abs/2404.00906 (2024) - [i77]Chonghua Wang, Haodong Duan, Songyang Zhang, Dahua Lin, Kai Chen:
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks. CoRR abs/2404.06480 (2024) - [i76]Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Songyang Zhang, Haodong Duan, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Zhe Chen, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Kai Chen, Conghui He, Xingcheng Zhang, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang:
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD. CoRR abs/2404.06512 (2024) - [i75]Jiahao Wang, Wenqi Shao, Mengzhao Chen, Chengyue Wu, Yong Liu, Kaipeng Zhang, Songyang Zhang, Kai Chen, Ping Luo:
Adapting LLaMA Decoder to Vision Transformer. CoRR abs/2404.06773 (2024) - [i74]Wei Li, Ren Ma, Jiang Wu, Chenya Gu, Jiahui Peng, Jinyang Len, Songyang Zhang, Hang Yan, Dahua Lin, Conghui He:
FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models. CoRR abs/2404.18359 (2024) - [i73]Shusen Jing, Anlan Yu, Shuai Zhang, Songyang Zhang:
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data. CoRR abs/2405.03949 (2024) - [i72]Hongwei Liu, Zilong Zheng, Yuxuan Qiao, Haodong Duan, Zhiwei Fei, Fengzhe Zhou, Wenwei Zhang, Songyang Zhang, Dahua Lin, Kai Chen:
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark. CoRR abs/2405.12209 (2024) - [i71]Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen:
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs. CoRR abs/2406.14544 (2024) - [i70]Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge:
InternLM-Law: An Open Source Chinese Legal Large Language Model. CoRR abs/2406.14887 (2024) - [i69]Pan Zhang, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Rui Qian, Lin Chen, Qipeng Guo, Haodong Duan, Bin Wang, Linke Ouyang, Songyang Zhang, Wenwei Zhang, Yining Li, Yang Gao, Peng Sun, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Hang Yan, Conghui He, Xingcheng Zhang, Kai Chen, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang:
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output. CoRR abs/2407.03320 (2024) - [i68]Jize Wang, Zerun Ma, Yining Li, Songyang Zhang, Cailian Chen, Kai Chen, Xinyi Le:
GTA: A Benchmark for General Tool Agents. CoRR abs/2407.08713 (2024) - [i67]Songyang Zhang, Chuyu Zhang, Yingfan Hu, Haowen Shen, Kuikun Liu, Zerun Ma, Fengzhe Zhou, Wenwei Zhang, Xuming He, Dahua Lin, Kai Chen:
CIBench: Evaluating Your LLMs with a Code Interpreter Plugin. CoRR abs/2407.10499 (2024) - [i66]Mo Li, Songyang Zhang, Yunxin Liu, Kai Chen:
NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window? CoRR abs/2407.11963 (2024) - [i65]Xi Chen, Songyang Zhang, Qibing Bai, Kai Chen, Satoshi Nakamura:
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models. CoRR abs/2407.15415 (2024) - [i64]Baichuan Zhou, Haote Yang, Dairong Chen, Junyan Ye, Tianyi Bai, Jinhua Yu, Songyang Zhang, Dahua Lin, Conghui He, Weijia Li:
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios. CoRR abs/2408.17267 (2024) - [i63]Songyang Zhang, Changpeng Yang:
Cross: A Delay Based Congestion Control Method for RTP Media. CoRR abs/2409.10042 (2024) - [i62]Haoran Que, Feiyu Duan, Liqun He, Yutao Mou, Wangchunshu Zhou, Jiaheng Liu, Wenge Rong, Zekun Moore Wang, Jian Yang, Ge Zhang, Junran Peng, Zhaoxiang Zhang, Songyang Zhang, Kai Chen:
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models. CoRR abs/2409.16191 (2024) - 2023
- [j20]Songyang Zhang, Achintha Wijesinghe, Zhi Ding:
RME-GAN: A Learning Framework for Radio Map Estimation Based on Conditional Generative Adversarial Network. IEEE Internet Things J. 10(20): 18016-18027 (2023) - [c44]Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin:
RIFormer: Keep Your Vision Backbone Effective But Removing Token Mixer. CVPR 2023: 14443-14452 - [c43]Songyang Zhang, Qingxu Xiong, Han Xiao:
To Work-Conserving Packet Scheduling by Load Balance for VOQ Switches. ICAIT 2023: 147-151 - [c42]Yuan Liu, Songyang Zhang, Jiacheng Chen, Zhaohui Yu, Kai Chen, Dahua Lin:
Improving Pixel-based MIM by Reducing Wasted Modeling Capability. ICCV 2023: 5338-5349 - [c41]Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman:
Make-A-Video: Text-to-Video Generation without Text-Video Data. ICLR 2023 - [c40]Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen:
TG-VQA: Ternary Game of Video Question Answering. IJCAI 2023: 1044-1052 - [i61]Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng:
Dynamic Grained Encoder for Vision Transformers. CoRR abs/2301.03831 (2023) - [i60]Zhichao Liu, Leshan Wang, Desen Zhou, Jian Wang, Songyang Zhang, Yang Bai, Errui Ding, Rui Fan:
Temporal Segment Transformer for Action Segmentation. CoRR abs/2302.13074 (2023) - [i59]Yuan Liu, Songyang Zhang, Jiacheng Chen, Kai Chen, Dahua Lin:
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling. CoRR abs/2303.02416 (2023) - [i58]Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin:
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer. CoRR abs/2304.05659 (2023) - [i57]Jie An, Songyang Zhang, Harry Yang, Sonal Gupta, Jia-Bin Huang, Jiebo Luo, Xi Yin:
Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation. CoRR abs/2304.08477 (2023) - [i56]Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen:
TG-VQA: Ternary Game of Video Question Answering. CoRR abs/2305.10049 (2023) - [i55]Achintha Wijesinghe, Songyang Zhang, Zhi Ding:
PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy. CoRR abs/2305.11437 (2023) - [i54]Ali Vosoughi, Shijian Deng, Songyang Zhang, Yapeng Tian, Chenliang Xu, Jiebo Luo:
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA. CoRR abs/2305.19664 (2023) - [i53]Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin:
MMBench: Is Your Multi-modal Model an All-around Player? CoRR abs/2307.06281 (2023) - [i52]Yuan Liu, Songyang Zhang, Jiacheng Chen, Zhaohui Yu, Kai Chen, Dahua Lin:
Improving Pixel-based MIM by Reducing Wasted Modeling Capability. CoRR abs/2308.00261 (2023) - [i51]Wangbo Zhao, Kepan Nan, Songyang Zhang, Kai Chen, Dahua Lin, Yang You:
Learning Referring Video Object Segmentation from Weak Annotation. CoRR abs/2308.02162 (2023) - [i50]Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding:
UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data. CoRR abs/2308.05870 (2023) - [i49]Achintha Wijesinghe, Songyang Zhang, Zhi Ding:
PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning. CoRR abs/2308.12454 (2023) - [i48]Chuanyang Jin, Songyang Zhang, Tianmin Shu, Zhihan Cui:
The Cultural Psychology of Large Language Models: Is ChatGPT a Holistic or Analytic Thinker? CoRR abs/2308.14242 (2023) - [i47]Pan Zhang, Xiaoyi Dong, Bin Wang, Yuhang Cao, Chao Xu, Linke Ouyang, Zhiyuan Zhao, Shuangrui Ding, Songyang Zhang, Haodong Duan, Wenwei Zhang, Hang Yan, Xinyue Zhang, Wei Li, Jingwen Li, Kai Chen, Conghui He, Xingcheng Zhang, Yu Qiao, Dahua Lin, Jiaqi Wang:
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition. CoRR abs/2309.15112 (2023) - [i46]Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge:
LawBench: Benchmarking Legal Knowledge of Large Language Models. CoRR abs/2309.16289 (2023) - [i45]Haodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen:
BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues. CoRR abs/2310.13650 (2023) - [i44]Yixu Wang, Yan Teng, Kexin Huang, Chengqi Lyu, Songyang Zhang, Wenwei Zhang, Xingjun Ma, Yu-Gang Jiang, Yu Qiao, Yingchun Wang:
Fake Alignment: Are LLMs Really Aligned Well? CoRR abs/2311.05915 (2023) - [i43]Achintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka, Weiwei Wang, Zhi Ding:
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency. CoRR abs/2312.02984 (2023) - [i42]Zehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen, Feng Zhao:
T-Eval: Evaluating the Tool Utilization Capability Step by Step. CoRR abs/2312.14033 (2023) - 2022
- [j19]Songyang Zhang, Qinwen Deng, Zhi Ding:
Multilayer graph spectral analysis for hyperspectral images. EURASIP J. Adv. Signal Process. 2022(1): 92 (2022) - [j18]Songyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo:
Multi-Scale 2D Temporal Adjacency Networks for Moment Localization With Natural Language. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9073-9087 (2022) - [j17]Degui Yao, Longfei Li, Songyang Zhang, Dianhai Zhang, Dezhi Chen:
The Vibroacoustic Characteristics Analysis of Transformer Core Faults Based on Multi-Physical Field Coupling. Symmetry 14(3): 544 (2022) - [j16]Qinwen Deng, Songyang Zhang, Zhi Ding:
An Efficient Hypergraph Approach to Robust Point Cloud Resampling. IEEE Trans. Image Process. 31: 1924-1937 (2022) - [c39]Xingchen Li, Long Chen, Jian Shao, Shaoning Xiao, Songyang Zhang, Jun Xiao:
Rethinking the Evaluation of Unbiased Scene Graph Generation. BMVC 2022: 279 - [c38]Lin Li, Long Chen, Yifeng Huang, Zhimeng Zhang, Songyang Zhang, Jun Xiao:
The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation. CVPR 2022: 18847-18856 - [c37]Rongjie Li, Songyang Zhang, Xuming He:
SGTR: End-to-end Scene Graph Generation with Transformer. CVPR 2022: 19464-19474 - [c36]Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling:
Expanding Language-Image Pretrained Models for General Video Recognition. ECCV (4) 2022: 1-18 - [c35]Shuaiyi Huang, Luyu Yang, Bo He, Songyang Zhang, Xuming He, Abhinav Shrivastava:
Learning Semantic Correspondence with Sparse Annotations. ECCV (14) 2022: 267-284 - [c34]Yang Bai, Desen Zhou, Songyang Zhang, Jian Wang, Errui Ding, Yu Guan, Yang Long, Jingdong Wang:
Action Quality Assessment with Temporal Parsing Transformer. ECCV (4) 2022: 422-438 - [c33]Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh:
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. ECCV (8) 2022: 431-449 - [c32]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. EMNLP 2022: 233-247 - [c31]Songyang Zhang, Tianhang Yu, Jonathan Tivald, Brian Choi, Feng Ouyang, Zhi Ding:
Exemplar-Based Radio Map Reconstruction of Missing Areas Using Propagation Priority. GLOBECOM 2022: 1217-1222 - [c30]Qiuyue Wang, Songyang Zhang, Xuming He:
Robust Temporally-Coherent Strategy for Few-shot Video Instance Segmentation. ICIP 2022: 251-255 - [i41]Shipeng Yan, Songyang Zhang, Xuming He:
Budget-aware Few-shot Learning via Graph Convolutional Network. CoRR abs/2201.02304 (2022) - [i40]Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh:
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. CoRR abs/2204.08058 (2022) - [i39]Lin Li, Long Chen, Yifeng Huang, Zhimeng Zhang, Songyang Zhang, Jun Xiao:
The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation. CoRR abs/2206.03014 (2022) - [i38]Yang Bai, Desen Zhou, Songyang Zhang, Jian Wang, Errui Ding, Yu Guan, Yang Long, Jingdong Wang:
Action Quality Assessment with Temporal Parsing Transformer. CoRR abs/2207.09270 (2022) - [i37]Xingchen Li, Long Chen, Jian Shao, Shaoning Xiao, Songyang Zhang, Jun Xiao:
Rethinking the Evaluation of Unbiased Scene Graph Generation. CoRR abs/2208.01909 (2022) - [i36]Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling:
Expanding Language-Image Pretrained Models for General Video Recognition. CoRR abs/2208.02816 (2022) - [i35]Shuaiyi Huang, Luyu Yang, Bo He, Songyang Zhang, Xuming He, Abhinav Shrivastava:
Learning Semantic Correspondence with Sparse Annotations. CoRR abs/2208.06974 (2022) - [i34]Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman:
Make-A-Video: Text-to-Video Generation without Text-Video Data. CoRR abs/2209.14792 (2022) - [i33]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. CoRR abs/2210.12309 (2022) - 2021
- [j15]Songyang Zhang, Weimin Lei, Wei Zhang, Yunchong Guan:
LearningCC: An online learning approach for congestion control. Trans. Emerg. Telecommun. Technol. 32(11) (2021) - [j14]Songyang Zhang, Weimin Lei, Wei Zhang, Hao Li:
An evaluation of bottleneck bandwidth and round trip time and its variants. Int. J. Commun. Syst. 34(9) (2021) - [j13]Songyang Zhang, Weimin Lei:
LIA-EN: enhancing the performance of multipath congestion control over lossy networks. Int. J. Sens. Networks 37(3): 188-197 (2021) - [j12]Qinwen Deng, Songyang Zhang, Zhi Ding:
Point Cloud Resampling via Hypergraph Signal Processing. IEEE Signal Process. Lett. 28: 2117-2121 (2021) - [j11]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Analysis and Processing in 3D Point Cloud. IEEE Trans. Image Process. 30: 1193-1206 (2021) - [c29]Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao:
Boundary Proposal Network for Two-stage Natural Language Video Localization. AAAI 2021: 2986-2994 - [c28]Songyang Zhang, Tolga Aktas, Jiebo Luo:
Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos. IEEE BigData 2021: 4999-5006 - [c27]Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun:
Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition. CVPR 2021: 2361-2370 - [c26]Rongjie Li, Songyang Zhang, Bo Wan, Xuming He:
Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation. CVPR 2021: 11109-11119 - [c25]Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo:
SAT: 2D Semantics Assisted Training for 3D Visual Grounding. ICCV 2021: 1836-1846 - [c24]Songyang Zhang, Jiale Zhou, Xuming He:
Learning Implicit Temporal Alignment for Few-shot Video Classification. IJCAI 2021: 1309-1315 - [c23]Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He:
An EM Framework for Online Incremental Learning of Semantic Segmentation. ACM Multimedia 2021: 3052-3060 - [c22]Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao:
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation. ACM Multimedia 2021: 3664-3672 - [c21]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. NAACL-HLT 2021: 1513-1524 - [c20]Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng:
Dynamic Grained Encoder for Vision Transformers. NeurIPS 2021: 5770-5783 - [i32]Qinwen Deng, Songyang Zhang, Zhi Ding:
An Efficient Hypergraph Approach to Robust Point Cloud Resampling. CoRR abs/2103.06999 (2021) - [i31]Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao:
Boundary Proposal Network for Two-Stage Natural Language Video Localization. CoRR abs/2103.08109 (2021) - [i30]Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun:
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition. CoRR abs/2103.16370 (2021) - [i29]Rongjie Li, Songyang Zhang, Bo Wan, Xuming He:
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation. CoRR abs/2104.00308 (2021) - [i28]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. CoRR abs/2104.04369 (2021) - [i27]Songyang Zhang, Jiale Zhou, Xuming He:
Learning Implicit Temporal Alignment for Few-shot Video Classification. CoRR abs/2105.04823 (2021) - [i26]Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo:
SAT: 2D Semantics Assisted Training for 3D Visual Grounding. CoRR abs/2105.11450 (2021) - [i25]Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He:
An EM Framework for Online Incremental Learning of Semantic Segmentation. CoRR abs/2108.03613 (2021) - [i24]Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun:
Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge. CoRR abs/2108.04230 (2021) - [i23]Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao:
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation. CoRR abs/2109.01369 (2021) - [i22]Songyang Zhang, Qinwen Deng, Zhi Ding:
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks. CoRR abs/2111.15018 (2021) - [i21]Rongjie Li, Songyang Zhang, Xuming He:
SGTR: End-to-end Scene Graph Generation with Transformer. CoRR abs/2112.12970 (2021) - 2020
- [j10]Wei Zhang, Weimin Lei, Songyang Zhang:
A Multipath Transport Scheme for Real-Time Multimedia Services Based on Software-Defined Networking and Segment Routing. IEEE Access 8: 93962-93977 (2020) - [j9]Songyang Zhang, Weimin Lei, Wei Zhang, Yuzhuo Zhan, Hao Li:
An online learning based path selection for multipath real-time video transmission in overlay network. Trans. Emerg. Telecommun. Technol. 31(11) (2020) - [j8]Songyang Zhang, Weimin Lei, Wei Zhang, Yuzhuo Zhan, Hao Li:
Shared bottleneck detection based on trend line regression for multipath transmission. Int. J. Commun. Syst. 33(18) (2020) - [j7]Songyang Zhang, Zhi Ding, Shuguang Cui:
Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications. IEEE Internet Things J. 7(1): 639-660 (2020) - [j6]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Clustering for Point Cloud Segmentation. IEEE Signal Process. Lett. 27: 1655-1659 (2020) - [c19]Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo:
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language. AAAI 2020: 12870-12877 - [c18]Li Sun, Haoqi Zhang, Songyang Zhang, Jiebo Luo:
Content-based Analysis of the Cultural Differences between TikTok and Douyin. IEEE BigData 2020: 4779-4786 - [c17]Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He:
Part-Aware Prototype Network for Few-Shot Semantic Segmentation. ECCV (9) 2020: 142-158 - [c16]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph-Based Image Processing. ICIP 2020: 216-220 - [c15]Jie An, Tianlang Chen, Songyang Zhang, Jiebo Luo:
Global Image Sentiment Transfer. ICPR 2020: 6267-6274 - [c14]Xi Chen, Songyang Zhang, Dandan Song, Peng Ouyang, Shouyi Yin:
Transformer with Bidirectional Decoder for Speech Recognition. INTERSPEECH 2020: 1773-1777 - [c13]Songyang Zhang, Shuguang Cui, Zhi Ding:
Point Cloud Segmentation based on Hypergraph Spectral Clustering. ITA 2020: 1 - [c12]Yu Wu, Fei Wang, Caihua Sun, Songyang Zhang, Jie Huang, Zhentao Liu, Wei Sun:
GPS Intelligent Solution of Aerial Image Target in State Grid EIA Survey. PAAP 2020: 140-149 - [i20]Songyang Zhang, Shuguang Cui, Zhi Ding:
Hypergraph Spectral Analysis and Processing in 3D Point Cloud. CoRR abs/2001.02384 (2020) - [i19]Songyang Zhang, Tolga Aktas, Jiebo Luo:
Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos. CoRR abs/2002.00842 (2020) - [i18]Songyang Zhang:
An Online Learning Based Path Selection for Multipath Video Telephony Service in Overlay. CoRR abs/2003.03575 (2020) - [i17]Jie An, Tianlang Chen, Songyang Zhang, Jiebo Luo:
Global Image Sentiment Transfer. CoRR abs/2006.11989 (2020) - [i16]Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding:
From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation. CoRR abs/2007.00730 (2020) - [i15]Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He:
Part-aware Prototype Network for Few-shot Semantic Segmentation. CoRR abs/2007.06309 (2020) - [i14]Songyang Zhang:
LearningCC: An online learning approach for congestion control. CoRR abs/2008.00086 (2020) - [i13]Xi Chen, Songyang Zhang, Dandan Song, Peng Ouyang, Shouyi Yin:
Transformer with Bidirectional Decoder for Speech Recognition. CoRR abs/2008.04481 (2020) - [i12]Li Sun, Haoqi Zhang, Songyang Zhang, Jiebo Luo:
Content-based Analysis of the Cultural Differences between TikTok and Douyin. CoRR abs/2011.01414 (2020) - [i11]Songyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo:
Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language. CoRR abs/2012.02646 (2020)
2010 – 2019
- 2019
- [j5]Songyang Zhang, Weimin Lei, Wei Zhang, Yunchong Guan, Hao Li:
Congestion Control and Packet Scheduling for Multipath Real Time Video Streaming. IEEE Access 7: 59758-59770 (2019) - [j4]Yunchong Guan, Weimin Lei, Wei Zhang, Hao Li, Songyang Zhang:
SGMR: A spatial geometry-based multipath routing method on overlay networks. Int. J. Commun. Syst. 32(5) (2019) - [j3]Jia-geng Feng, Songyang Zhang, Jun Xiao:
Explorations of skeleton features for LSTM-based action recognition. Multim. Tools Appl. 78(1): 591-603 (2019) - [j2]Yunchong Guan, Weimin Lei, Wei Zhang, Yuzhuo Zhan, Hao Li, Songyang Zhang:
A Multi-Dimension Spatial Method for Topology Awareness and Multipath Generating. Symmetry 11(7): 870 (2019) - [c11]Shipeng Yan, Songyang Zhang, Xuming He:
A Dual Attention Network with Semantic Embedding for Few-Shot Learning. AAAI 2019: 9079-9086 - [c10]Shipeng Yan, Songyang Zhang, Xuming He:
A Dual Attention Network with Semantic Embedding for Few-shot Learning. CVPR Workshops 2019 - [c9]Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He:
Dynamic Context Correspondence Network for Semantic Alignment. ICCV 2019: 2010-2019 - [c8]Songyang Zhang, Xuming He, Shipeng Yan:
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition. ICML 2019: 7374-7383 - [c7]Songyang Zhang, Jinsong Su, Jiebo Luo:
Exploiting Temporal Relationships in Video Moment Localization with Natural Language. ACM Multimedia 2019: 1230-1238 - [c6]Songyang Zhang, Weimin Lei, Wei Zhang, Yunchong Guan:
Congestion Control for RTP Media: A Comparison on Simulated Environment. SimuTools 2019: 43-52 - [i10]Songyang Zhang, Weimin Lei:
An Optimized BBR for Multipath Real Time Video Streaming. CoRR abs/1901.09177 (2019) - [i9]Songyang Zhang, Shipeng Yan, Xuming He:
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition. CoRR abs/1905.11634 (2019) - [i8]Songyang Zhang, Jinsong Su, Jiebo Luo:
Exploiting Temporal Relationships in Video Moment Localization with Natural Language. CoRR abs/1908.03846 (2019) - [i7]Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He:
Dynamic Context Correspondence Network for Semantic Alignment. CoRR abs/1909.03444 (2019) - [i6]Songyang Zhang:
An Evaluation of BBR and its variants. CoRR abs/1909.03673 (2019) - [i5]Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo:
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language. CoRR abs/1912.03590 (2019) - [i4]Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo:
Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization. CoRR abs/1912.03612 (2019) - 2018
- [j1]Songyang Zhang, Yang Yang, Jun Xiao, Xiaoming Liu, Yi Yang, Di Xie, Yueting Zhuang:
Fusing Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks. IEEE Trans. Multim. 20(9): 2330-2343 (2018) - [c5]Songyang Zhang, Han Zhang, Hang Li, Shuguang Cui:
Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex Systems. Allerton 2018: 997-1004 - [i3]Songyang Zhang:
Congestion Control for RTP Media: a Comparison on Simulated Environment. CoRR abs/1809.00304 (2018) - [i2]Songyang Zhang, Weimin Lei, Wei Zhang, Yunchong Guan:
Shared Bottleneck Detecction Based on Trend Line Regression for Multipath Transmission. CoRR abs/1812.05816 (2018) - 2017
- [c4]Yufan Liu, Songyang Zhang, Mai Xu, Xuming He:
Predicting Salient Face in Multiple-Face Videos. CVPR 2017: 3224-3232 - [c3]Songyang Zhang, Xiaoming Liu, Jun Xiao:
On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks. WACV 2017: 148-157 - [i1]Yuhang Song, Mai Xu, Songyang Zhang, Liangyu Huo:
Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning. CoRR abs/1710.10036 (2017) - 2015
- [c2]Xi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang:
SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory. WI-IAT (1) 2015: 292-300 - 2014
- [c1]Xi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang:
SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed Memory. ISWC (Posters & Demos) 2014: 261-264
Coauthor Index
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