Changshui Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 193

Top Venues

CoRR

IEEE Trans. Neural Networks Learn. Syst.

Pattern Recognit.

NeurIPS

Publications

Wenzheng Hu, Zhengping Che, Ning Liu, Mingyang Li, Jian Tang, Changshui Zhang, Jianqiang Wang
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Sen Cui, Abudukelimu Wuerkaixi, Weishen Pan, Jian Liang, Lei Fang, Changshui Zhang, Fei Wang
CLAP: Collaborative Adaptation for Patchwork Learning. ICLR (2024)
Ziang Li, Kailun Wu, Yiwen Guo, Changshui Zhang
Learned ISTA with Error-Based Thresholding for Adaptive Sparse Coding. ICASSP (2024)
Song Tang, Yuji Shi, Zihao Song, Mao Ye, Changshui Zhang, Jianwei Zhang
Progressive Source-Aware Transformer for Generalized Source-Free Domain Adaptation. IEEE Trans. Multim. 26 (2024)
Kunda Yan, Sen Cui, Abudukelimu Wuerkaixi, Jingfeng Zhang, Bo Han, Gang Niu, Masashi Sugiyama, Changshui Zhang
Balancing Similarity and Complementarity for Federated Learning. CoRR (2024)
Kun Zhang, Ilya Shpitser, Sara Magliacane, Davide Bacciu, Fei Wu, Changshui Zhang, Peter Spirtes
IEEE Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. NAACL-HLT (2024)
Song Tang, An Chang, Fabian Zhang, Xiatian Zhu, Mao Ye, Changshui Zhang
Source-Free Domain Adaptation via Target Prediction Distribution Searching. Int. J. Comput. Vis. 132 (3) (2024)
Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
Abstraction-of-Thought Makes Language Models Better Reasoners. CoRR (2024)
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
CLOMO: Counterfactual Logical Modification with Large Language Models. ACL (1) (2024)
Feiping Nie, Hong Chen, Shiming Xiang, Changshui Zhang, Shuicheng Yan, Xuelong Li
On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Shuang Li, Norman Hendrich, Hongzhuo Liang, Philipp Ruppel, Changshui Zhang, Jianwei Zhang
A Dexterous Hand-Arm Teleoperation System Based on Hand Pose Estimation and Active Vision. IEEE Trans. Cybern. 54 (3) (2024)
Abudukelimu Wuerkaixi, Sen Cui, Jingfeng Zhang, Kunda Yan, Bo Han, Gang Niu, Lei Fang, Changshui Zhang, Masashi Sugiyama
Accurate Forgetting for Heterogeneous Federated Continual Learning. ICLR (2024)
Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang
A Theoretical View of Linear Backpropagation and its Convergence. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. CoRR (2023)
Jiang Lu, Pinghua Gong, Jieping Ye, Jianwei Zhang, Changshui Zhang
A survey on machine learning from few samples. Pattern Recognit. 139 (2023)
Changming Xiao, Qi Yang, Xiaoqiang Xu, Jianwei Zhang, Feng Zhou, Changshui Zhang
Where you edit is what you get: Text-guided image editing with region-based attention. Pattern Recognit. 139 (2023)
Dejun Chu, Changshui Zhang, Shiliang Sun, Qing Tao
Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation. AAAI (2023)
Zhilong Liang, Zhenzhi Tan, Ruixin Hong, Wanli Ouyang, Jinying Yuan, Changshui Zhang
Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility. CoRR (2023)
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
CLOMO: Counterfactual Logical Modification with Large Language Models. CoRR (2023)
Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Zhilong Liang, Zhenzhi Tan, Ruixin Hong, Wanli Ouyang, Jinying Yuan, Changshui Zhang
Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example. J. Chem. Inf. Model. 63 (19) (2023)
Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Searching for Network Width With Bilaterally Coupled Network. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment. CoRR (2023)
Changming Xiao, Qi Yang, Feng Zhou, Changshui Zhang
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models. CoRR (2023)
Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
Faithful Question Answering with Monte-Carlo Planning. ACL (1) (2023)
Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
Faithful Question Answering with Monte-Carlo Planning. CoRR (2023)
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiao-Gang Wang, Chang Xu
ViTAS: Vision Transformer Architecture Search. ECCV (21) (2022)
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution. CoRR (2022)
Lei Li, Wenzheng Hu, Jiang Lu, Changshui Zhang
Leaf vein segmentation with self-supervision. Comput. Electron. Agric. 203 (2022)
Zhilong Liang, Zhiwei Li, Shuo Zhou, Yiwen Sun, Changshui Zhang, Jinying Yuan
A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility. CoRR (2022)
Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
GreedyNASv2: Greedier Search with a Greedy Path Filter. CVPR (2022)
Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang
Rethinking Audio-visual Synchronization for Active Speaker Detection. CoRR (2022)
Peng Dai, Yiqiang Feng, Renliang Weng, Changshui Zhang
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking. CoRR (2022)
Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya
Data Agnostic Filter Gating For Efficient Deep Networks. ICASSP (2022)
Jianwei Zhang, Stefan Wermter, Fuchun Sun, Changshui Zhang, Andreas K. Engel, Brigitte Röder, Xiaolan Fu, Gui Xue
Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction. Frontiers Neurorobotics 16 (2022)
Yiwen Sun, Kun Fu, Zheng Wang, Donghua Zhou, Kailun Wu, Jieping Ye, Changshui Zhang
CoDriver ETA: Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
VD-PCR: Improving visual dialog with pronoun coreference resolution. Pattern Recognit. 125 (2022)
Yiwen Sun, Wenzheng Hu, Donghua Zhou, Baichuan Mo, Kun Fu, Zhengping Che, Zheng Wang, Shenhao Wang, Jinhua Zhao, Jieping Ye, Jian Tang, Changshui Zhang
Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yiwen Guo, Changshui Zhang
Recent Advances in Large Margin Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Jiang Lu, Lei Li, Changshui Zhang
Self-Reinforcing Unsupervised Matching. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Sen Cui, Jingfeng Zhang, Jian Liang, Bo Han, Masashi Sugiyama, Changshui Zhang
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness. NeurIPS (2022)
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Relational Self-Supervised Learning. CoRR (2022)
Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. EMNLP (2022)
Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Searching for Network Width with Bilaterally Coupled Network. CoRR (2022)
Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang
Collaboration Equilibrium in Federated Learning. KDD (2022)
Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
Learning Event Extraction From a Few Guideline Examples. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. CoRR (2022)
Abudukelimu Wuerkaixi, Kunda Yan, You Zhang, Zhiyao Duan, Changshui Zhang
DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker Diarization. MMSP (2022)
Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang
Rethinking Audio-Visual Synchronization for Active Speaker Detection. MLSP (2022)
Yulu Wang, Yiwen Sun, Lei Fang, Changshui Zhang
Leveraging Sparse Coding for EEG Based Emotion Recognition in Shooting. ICASSP (2022)
Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. CoRR (2022)
Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. NAACL-HLT (Findings) (2022)
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Vision Transformer Architecture Search. CoRR (2021)
Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. ICML (2021)
Jie Zhang, Yunxu Shi, Chienkai Wang, Chunmei Cao, Changshui Zhang, Linhong Ji, Jia Cheng, Fangfang Wu
Preshooting Electroencephalographic Activity of Professional Shooters in a Competitive State. Comput. Intell. Neurosci. 2021 (2021)
Song Tang, Yan Yang, Zhiyuan Ma, Norman Hendrich, Fanyu Zeng, Shuzhi Sam Ge, Changshui Zhang, Jianwei Zhang
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation. CoRR (2021)
Wenzheng Hu, Ning Liu, Zhengping Che, Mingyang Li, Jian Tang, Changshui Zhang, Jianqiang Wang
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization. CoRR (2021)
Sen Cui, Weishen Pan, Jian Liang, Changshui Zhang, Fei Wang
Fair and Consistent Federated Learning. CoRR (2021)
Yanpin Ren, Changshui Zhang
A Trans-regional Online and Offline Fusion Lab Teaching Practice Through Cross-university Cooperation. FIE (2021)
Zhong Cao, Sen Cui, Changshui Zhang
DCR: Disentangled component representation for sketch generation. Pattern Recognit. Lett. 145 (2021)
Jiang Lu, Sheng Jin, Jian Liang, Changshui Zhang
Robust Few-Shot Learning for User-Provided Data. IEEE Trans. Neural Networks Learn. Syst. 32 (4) (2021)
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye
FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention. ICASSP (2021)
Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang
A Theoretical View of Linear Backpropagation and Its Convergence. CoRR (2021)
Yiwen Guo, Ming Lu, Wangmeng Zuo, Changshui Zhang, Yurong Chen
Deep Likelihood Network for Image Restoration With Multiple Degradation Levels. IEEE Trans. Image Process. 30 (2021)
Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Weakly Supervised Contrastive Learning. ICCV (2021)
Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Weakly Supervised Contrastive Learning. CoRR (2021)
Yuru Song, Zan Lou, Shan You, Erkun Yang, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang
Learning with Privileged Tasks. ICCV (2021)
Haipeng Zhang, Zhong Cao, Ziang Yan, Changshui Zhang
Sill-Net: Feature Augmentation with Separated Illumination Representation. CoRR (2021)
Wenzheng Hu, Mingyang Li, Zheng Wang, Jianqiang Wang, Changshui Zhang
DiFNet: Densely High-Frequency Convolutional Neural Networks. IEEE Signal Process. Lett. 28 (2021)
Sen Cui, Weishen Pan, Jian Liang, Changshui Zhang, Fei Wang
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning. NeurIPS (2021)
Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Locally Free Weight Sharing for Network Width Search. CoRR (2021)
Ziang Yan, Yiwen Guo, Changshui Zhang
Adversarial Margin Maximization Networks. IEEE Trans. Pattern Anal. Mach. Intell. 43 (4) (2021)
Weishen Pan, Changshui Zhang
The Definitions of Interpretability and Learning of Interpretable Models. CoRR (2021)
Shan You, Chang Xu, Fei Wang, Changshui Zhang
Workshop on Model Mining. KDD (2021)
Ziang Yan, Yiwen Guo, Jian Liang, Changshui Zhang
Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples. ICLR (2021)
Yiwen Guo, Changshui Zhang
Recent Advances in Large Margin Learning. CoRR (2021)
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
Exophoric Pronoun Resolution in Dialogues with Topic Regularization. EMNLP (1) (2021)
Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. CoRR (2021)
Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang
Learning to Collaborate. CoRR (2021)
Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
BCNet: Searching for Network Width with Bilaterally Coupled Network. CoRR (2021)
Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility. KDD (2021)
Abudukelimu Wuerkaixi, Christodoulos Benetatos, Zhiyao Duan, Changshui Zhang
CollageNet: Fusing arbitrary melody and accompaniment into a coherent song. ISMIR (2021)
Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Prioritized Architecture Sampling with Monto-Carlo Tree Search. CoRR (2021)
Ziang Li, Kailun Wu, Yiwen Guo, Changshui Zhang
Learned ISTA with Error-based Thresholding for Adaptive Sparse Coding. CoRR (2021)
Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
GreedyNASv2: Greedier Search with a Greedy Path Filter. CoRR (2021)
Weishen Pan, Sen Cui, Jiang Bian, Changshui Zhang, Fei Wang
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. CoRR (2021)
Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding
Learning a Proposal Classifier for Multiple Object Tracking. CVPR (2021)
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
ReSSL: Relational Self-Supervised Learning with Weak Augmentation. CoRR (2021)
Weishen Pan, Sen Cui, Jiang Bian, Changshui Zhang, Fei Wang
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. KDD (2021)
Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding
Learning a Proposal Classifier for Multiple Object Tracking. CoRR (2021)
Weishen Pan, Sen Cui, Hongyi Wen, Kun Chen, Changshui Zhang, Fei Wang
Correcting the User Feedback-Loop Bias for Recommendation Systems. CoRR (2021)
Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Locally Free Weight Sharing for Network Width Search. ICLR (2021)
Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Prioritized Architecture Sampling With Monto-Carlo Tree Search. CVPR (2021)
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
Exophoric Pronoun Resolution in Dialogues with Topic Regularization. CoRR (2021)
Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
BCNet: Searching for Network Width With Bilaterally Coupled Network. CVPR (2021)
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
ReSSL: Relational Self-Supervised Learning with Weak Augmentation. NeurIPS (2021)
Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang
On Connections Between Regularizations for Improving DNN Robustness. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
Fusion Recurrent Neural Network. CoRR (2020)

Changshui Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Changshui Zhang