Changshui Zhang

518 papers A* 89A 26B 40C 3Misc 12Journal 245Unranked 96

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Affordance-Graphed Task Worlds: Self-Evolving Task Generation for Scalable Embodied Learning. CoRR Xiang Liu, Sen Cui, Guocai Yao, Zhong Cao, Jingheng Ma, Min Zhang, Changshui Zhang
2026	A*	`conf`	Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement. AAAI Fangrui Lv, Lei Wang, Ruixin Hong, Yong Du, Xiangyu Wu, Tingting Gao, Guorui Zhou, Changshui Zhang
2026	A*	`conf`	Kronos: A Foundation Model for the Language of Financial Markets. AAAI Yu Shi, Zongliang Fu, Shuo Chen, Bohan Zhao, Wei Xu, Changshui Zhang, Jian Li
2025	J	`jnl`	Accurate Forgetting for Heterogeneous Federated Continual Learning. CoRR Abudukelimu Wuerkaixi, Sen Cui, Jingfeng Zhang, Kunda Yan, Bo Han, Gang Niu, Lei Fang, Changshui Zhang, Masashi Sugiyama
2025	A*	`conf`	Adaptive Localization of Knowledge Negation for Continual LLM Unlearning. ICML Abudukelimu Wuerkaixi, Qizhou Wang, Sen Cui, Wutong Xu, Bo Han, Gang Niu, Masashi Sugiyama, Changshui Zhang
2025	J	`jnl`	An Agentic Framework for Autonomous Materials Computation. CoRR Zeyu Xia, Jinzhe Ma, Congjie Zheng, Shufei Zhang, Yuqiang Li, Hang Su, P. Hu, Changshui Zhang, Xingao Gong, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Mao Su
2025	—	`conf`	Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks. ACL (Findings) Xinyu Pang, Ruixin Hong, Hongming Zhang, Changshui Zhang
2025	A*	`conf`	CALM: Consensus-Aware Localized Merging for Multi-Task Learning. ICML Kunda Yan, Min Zhang, Sen Cui, Zikun Qu, Bo Jiang, Feng Liu, Changshui Zhang
2025	J	`jnl`	CALM: Consensus-Aware Localized Merging for Multi-Task Learning. CoRR Kunda Yan, Min Zhang, Sen Cui, Zikun Qu, Bo Jiang, Feng Liu, Changshui Zhang
2025	J	`jnl`	DreamArrangement: Learning Language-Conditioned Robotic Rearrangement of Objects via Denoising Diffusion and VLM Planner. IEEE Trans. Syst. Man Cybern. Syst. Wenkai Chen, Changming Xiao, Ge Gao, Fuchun Sun, Changshui Zhang, Jianwei Zhang
2025	A*	`conf`	Learning without Isolation: Pathway Protection for Continual Learning. ICML Zhikang Chen, Abudukelimu Wuerkaixi, Sen Cui, Haoxuan Li, Ding Li, Jingfeng Zhang, Bo Han, Gang Niu, Houfang Liu, Yi Yang, Sifan Yang, Changshui Zhang, Tianling Ren
2025	J	`jnl`	Learning without Isolation: Pathway Protection for Continual Learning. CoRR Zhikang Chen, Abudukelimu Wuerkaixi, Sen Cui, Haoxuan Li, Ding Li, Jingfeng Zhang, Bo Han, Gang Niu, Houfang Liu, Yi Yang, Sifan Yang, Changshui Zhang, Tianling Ren
2025	J	`jnl`	Meta-Modulation: A General Learning Framework for Cross-Task Adaptation. IEEE Trans. Neural Networks Learn. Syst. Jiang Lu, Changming Xiao, Changshui Zhang
2025	B	`conf`	Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models. COLING Xinyu Pang, Ruixin Hong, Zhanke Zhou, Fangrui Lv, Xinwei Yang, Zhilong Liang, Bo Han, Changshui Zhang
2025	J	`jnl`	Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild. CoRR Wanpeng Hu, Haodi Liu, Lin Chen, Feng Zhou, Changming Xiao, Qi Yang, Changshui Zhang
2024	—	`conf`	A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. NAACL-HLT Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
2024	J	`jnl`	A Dexterous Hand-Arm Teleoperation System Based on Hand Pose Estimation and Active Vision. IEEE Trans. Cybern. Shuang Li, Norman Hendrich, Hongzhuo Liang, Philipp Ruppel, Changshui Zhang, Jianwei Zhang
2024	J	`jnl`	A Theoretical View of Linear Backpropagation and its Convergence. IEEE Trans. Pattern Anal. Mach. Intell. Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang
2024	—	`conf`	Abstraction-of-Thought Makes Language Models Better Reasoners. EMNLP (Findings) Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024	J	`jnl`	Abstraction-of-Thought Makes Language Models Better Reasoners. CoRR Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024	A*	`conf`	Accurate Forgetting for Heterogeneous Federated Continual Learning. ICLR Abudukelimu Wuerkaixi, Sen Cui, Jingfeng Zhang, Kunda Yan, Bo Han, Gang Niu, Lei Fang, Changshui Zhang, Masashi Sugiyama
2024	A*	`conf`	Balancing Similarity and Complementarity for Federated Learning. ICML Kunda Yan, Sen Cui, Abudukelimu Wuerkaixi, Jingfeng Zhang, Bo Han, Gang Niu, Masashi Sugiyama, Changshui Zhang
2024	J	`jnl`	Balancing Similarity and Complementarity for Federated Learning. CoRR Kunda Yan, Sen Cui, Abudukelimu Wuerkaixi, Jingfeng Zhang, Bo Han, Gang Niu, Masashi Sugiyama, Changshui Zhang
2024	J	`jnl`	CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization. IEEE Trans. Neural Networks Learn. Syst. Wenzheng Hu, Zhengping Che, Ning Liu, Mingyang Li, Jian Tang, Changshui Zhang, Jianqiang Wang
2024	A*	`conf`	CLAP: Collaborative Adaptation for Patchwork Learning. ICLR Sen Cui, Abudukelimu Wuerkaixi, Weishen Pan, Jian Liang, Lei Fang, Changshui Zhang, Fei Wang
2024	—	`conf`	CLOMO: Counterfactual Logical Modification with Large Language Models. ACL (1) Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2024	J	`jnl`	From text to mask: Localizing entities using the attention of text-to-image diffusion models. Neurocomputing Changming Xiao, Qi Yang, Feng Zhou, Changshui Zhang
2024	J	`jnl`	IEEE Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning. IEEE Trans. Neural Networks Learn. Syst. Kun Zhang, Ilya Shpitser, Sara Magliacane, Davide Bacciu, Fei Wu, Changshui Zhang, Peter Spirtes
2024	Misc	`conf`	Learned ISTA with Error-Based Thresholding for Adaptive Sparse Coding. ICASSP Ziang Li, Kailun Wu, Yiwen Guo, Changshui Zhang
2024	A*	`conf`	Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization. NeurIPS Zhikang Chen, Min Zhang, Sen Cui, Haoxuan Li, Gang Niu, Mingming Gong, Changshui Zhang, Kun Zhang
2024	J	`jnl`	On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. IEEE Trans. Neural Networks Learn. Syst. Feiping Nie, Hong Chen, Shiming Xiang, Changshui Zhang, Shuicheng Yan, Xuelong Li
2024	J	`jnl`	Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models. CoRR Xinyu Pang, Ruixin Hong, Zhanke Zhou, Fangrui Lv, Xinwei Yang, Zhilong Liang, Bo Han, Changshui Zhang
2024	J	`jnl`	Progressive Source-Aware Transformer for Generalized Source-Free Domain Adaptation. IEEE Trans. Multim. Song Tang, Yuji Shi, Zihao Song, Mao Ye, Changshui Zhang, Jianwei Zhang
2024	J	`jnl`	Source-Free Domain Adaptation via Target Prediction Distribution Searching. Int. J. Comput. Vis. Song Tang, An Chang, Fabian Zhang, Xiatian Zhu, Mao Ye, Changshui Zhang
2024	A*	`conf`	Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation. EMNLP Fangrui Lv, Kaixiong Gong, Jian Liang, Xinyu Pang, Changshui Zhang
2024	J	`jnl`	Weak Augmentation Guided Relational Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2023	J	`jnl`	A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. CoRR Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
2023	J	`jnl`	A survey on machine learning from few samples. Pattern Recognit. Jiang Lu, Pinghua Gong, Jieping Ye, Jianwei Zhang, Changshui Zhang
2023	J	`jnl`	Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility. CoRR Zhilong Liang, Zhenzhi Tan, Ruixin Hong, Wanli Ouyang, Jinying Yuan, Changshui Zhang
2023	J	`jnl`	Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example. J. Chem. Inf. Model. Zhilong Liang, Zhenzhi Tan, Ruixin Hong, Wanli Ouyang, Jinying Yuan, Changshui Zhang
2023	J	`jnl`	Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment. IEEE Trans. Pattern Anal. Mach. Intell. Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
2023	J	`jnl`	Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment. CoRR Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
2023	J	`jnl`	CLOMO: Counterfactual Logical Modification with Large Language Models. CoRR Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2023	—	`conf`	Faithful Question Answering with Monte-Carlo Planning. ACL (1) Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
2023	J	`jnl`	Faithful Question Answering with Monte-Carlo Planning. CoRR Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
2023	J	`jnl`	From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models. CoRR Changming Xiao, Qi Yang, Feng Zhou, Changshui Zhang
2023	J	`jnl`	Searching for Network Width With Bilaterally Coupled Network. IEEE Trans. Pattern Anal. Mach. Intell. Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2023	A*	`conf`	Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation. AAAI Dejun Chu, Changshui Zhang, Shiliang Sun, Qing Tao
2023	J	`jnl`	Where you edit is what you get: Text-guided image editing with region-based attention. Pattern Recognit. Changming Xiao, Qi Yang, Xiaoqiang Xu, Jianwei Zhang, Feng Zhou, Changshui Zhang
2022	J	`jnl`	A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility. CoRR Zhilong Liang, Zhiwei Li, Shuo Zhou, Yiwen Sun, Changshui Zhang, Jinying Yuan
2022	J	`jnl`	Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning. IEEE Trans. Intell. Transp. Syst. Yiwen Sun, Wenzheng Hu, Donghua Zhou, Baichuan Mo, Kun Fu, Zhengping Che, Zheng Wang, Shenhao Wang, Jinhua Zhao, Jieping Ye, Jian Tang, Changshui Zhang
2022	J	`jnl`	CoDriver ETA: Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task. IEEE Trans. Intell. Transp. Syst. Yiwen Sun, Kun Fu, Zheng Wang, Donghua Zhou, Kailun Wu, Jieping Ye, Changshui Zhang
2022	A*	`conf`	Collaboration Equilibrium in Federated Learning. KDD Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang
2022	Misc	`conf`	Data Agnostic Filter Gating For Efficient Deep Networks. ICASSP Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya
2022	C	`conf`	DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker Diarization. MMSP Abudukelimu Wuerkaixi, Kunda Yan, You Zhang, Zhiyao Duan, Changshui Zhang
2022	J	`jnl`	Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction. Frontiers Neurorobotics Jianwei Zhang, Stefan Wermter, Fuchun Sun, Changshui Zhang, Andreas K. Engel, Brigitte Röder, Xiaolan Fu, Gui Xue
2022	A*	`conf`	GreedyNASv2: Greedier Search with a Greedy Path Filter. CVPR Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2022	J	`jnl`	Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking. CoRR Peng Dai, Yiqiang Feng, Renliang Weng, Changshui Zhang
2022	J	`jnl`	Leaf vein segmentation with self-supervision. Comput. Electron. Agric. Lei Li, Wenzheng Hu, Jiang Lu, Changshui Zhang
2022	J	`jnl`	Learning Event Extraction From a Few Guideline Examples. IEEE ACM Trans. Audio Speech Lang. Process. Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
2022	Misc	`conf`	Leveraging Sparse Coding for EEG Based Emotion Recognition in Shooting. ICASSP Yulu Wang, Yiwen Sun, Lei Fang, Changshui Zhang
2022	—	`conf`	METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. NAACL-HLT (Findings) Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
2022	J	`jnl`	METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. CoRR Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
2022	A*	`conf`	MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. EMNLP Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
2022	J	`jnl`	MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. CoRR Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
2022	J	`jnl`	Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2022	J	`jnl`	Recent Advances in Large Margin Learning. IEEE Trans. Pattern Anal. Mach. Intell. Yiwen Guo, Changshui Zhang
2022	J	`jnl`	Relational Self-Supervised Learning. CoRR Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2022	—	`conf`	Rethinking Audio-Visual Synchronization for Active Speaker Detection. MLSP Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang
2022	J	`jnl`	Rethinking Audio-visual Synchronization for Active Speaker Detection. CoRR Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang
2022	J	`jnl`	Searching for Network Width with Bilaterally Coupled Network. CoRR Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2022	J	`jnl`	Self-Reinforcing Unsupervised Matching. IEEE Trans. Pattern Anal. Mach. Intell. Jiang Lu, Lei Li, Changshui Zhang
2022	A*	`conf`	Synergy-of-Experts: Collaborate to Improve Adversarial Robustness. NeurIPS Sen Cui, Jingfeng Zhang, Jian Liang, Bo Han, Masashi Sugiyama, Changshui Zhang
2022	J	`jnl`	VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution. CoRR Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
2022	J	`jnl`	VD-PCR: Improving visual dialog with pronoun coreference resolution. Pattern Recognit. Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
2022	—	`conf`	ViTAS: Vision Transformer Architecture Search. ECCV (21) Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiao-Gang Wang, Chang Xu
2021	J	`jnl`	A Theoretical View of Linear Backpropagation and Its Convergence. CoRR Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang
2021	C	`conf`	A Trans-regional Online and Offline Fusion Lab Teaching Practice Through Cross-university Cooperation. FIE Yanpin Ren, Changshui Zhang
2021	A*	`conf`	Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning. NeurIPS Sen Cui, Weishen Pan, Jian Liang, Changshui Zhang, Fei Wang
2021	J	`jnl`	Adversarial Margin Maximization Networks. IEEE Trans. Pattern Anal. Mach. Intell. Ziang Yan, Yiwen Guo, Changshui Zhang
2021	A*	`conf`	BCNet: Searching for Network Width With Bilaterally Coupled Network. CVPR Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	BCNet: Searching for Network Width with Bilaterally Coupled Network. CoRR Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization. CoRR Wenzheng Hu, Ning Liu, Zhengping Che, Mingyang Li, Jian Tang, Changshui Zhang, Jianqiang Wang
2021	—	`conf`	CollageNet: Fusing arbitrary melody and accompaniment into a coherent song. ISMIR Abudukelimu Wuerkaixi, Christodoulos Benetatos, Zhiyao Duan, Changshui Zhang
2021	J	`jnl`	Correcting the User Feedback-Loop Bias for Recommendation Systems. CoRR Weishen Pan, Sen Cui, Hongyi Wen, Kun Chen, Changshui Zhang, Fei Wang
2021	J	`jnl`	DCR: Disentangled component representation for sketch generation. Pattern Recognit. Lett. Zhong Cao, Sen Cui, Changshui Zhang
2021	J	`jnl`	Deep Likelihood Network for Image Restoration With Multiple Degradation Levels. IEEE Trans. Image Process. Yiwen Guo, Ming Lu, Wangmeng Zuo, Changshui Zhang, Yurong Chen
2021	J	`jnl`	DiFNet: Densely High-Frequency Convolutional Neural Networks. IEEE Signal Process. Lett. Wenzheng Hu, Mingyang Li, Zheng Wang, Jianqiang Wang, Changshui Zhang
2021	—	`conf`	Exophoric Pronoun Resolution in Dialogues with Topic Regularization. EMNLP (1) Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021	J	`jnl`	Exophoric Pronoun Resolution in Dialogues with Topic Regularization. CoRR Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021	A*	`conf`	Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. KDD Weishen Pan, Sen Cui, Jiang Bian, Changshui Zhang, Fei Wang
2021	J	`jnl`	Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. CoRR Weishen Pan, Sen Cui, Jiang Bian, Changshui Zhang, Fei Wang
2021	Misc	`conf`	FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention. ICASSP Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye
2021	J	`jnl`	Fair and Consistent Federated Learning. CoRR Sen Cui, Weishen Pan, Jian Liang, Changshui Zhang, Fei Wang
2021	J	`jnl`	GreedyNASv2: Greedier Search with a Greedy Path Filter. CoRR Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	A*	`conf`	K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. ICML Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. CoRR Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	Learned ISTA with Error-based Thresholding for Adaptive Sparse Coding. CoRR Ziang Li, Kailun Wu, Yiwen Guo, Changshui Zhang
2021	A*	`conf`	Learning a Proposal Classifier for Multiple Object Tracking. CVPR Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding
2021	J	`jnl`	Learning a Proposal Classifier for Multiple Object Tracking. CoRR Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding
2021	J	`jnl`	Learning to Collaborate. CoRR Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang
2021	A*	`conf`	Learning with Privileged Tasks. ICCV Yuru Song, Zan Lou, Shan You, Erkun Yang, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang
2021	A*	`conf`	Locally Free Weight Sharing for Network Width Search. ICLR Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	Locally Free Weight Sharing for Network Width Search. CoRR Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation. CoRR Song Tang, Yan Yang, Zhiyuan Ma, Norman Hendrich, Fanyu Zeng, Shuzhi Sam Ge, Changshui Zhang, Jianwei Zhang
2021	J	`jnl`	On Connections Between Regularizations for Improving DNN Robustness. IEEE Trans. Pattern Anal. Mach. Intell. Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang
2021	—	`ed.`	Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part I PRCV (1) Huimin Ma, Liang Wang, Changshui Zhang, Fei Wu, Tieniu Tan, Yaonan Wang, Jianhuang Lai, Yao Zhao
2021	—	`ed.`	Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part II PRCV (2) Huimin Ma, Liang Wang, Changshui Zhang, Fei Wu, Tieniu Tan, Yaonan Wang, Jianhuang Lai, Yao Zhao
2021	—	`ed.`	Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part III PRCV (3) Huimin Ma, Liang Wang, Changshui Zhang, Fei Wu, Tieniu Tan, Yaonan Wang, Jianhuang Lai, Yao Zhao
2021	—	`ed.`	Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Beijing, China, October 29 - November 1, 2021, Proceedings, Part IV PRCV (4) Huimin Ma, Liang Wang, Changshui Zhang, Fei Wu, Tieniu Tan, Yaonan Wang, Jianhuang Lai, Yao Zhao
2021	A*	`conf`	Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples. ICLR Ziang Yan, Yiwen Guo, Jian Liang, Changshui Zhang
2021	J	`jnl`	Preshooting Electroencephalographic Activity of Professional Shooters in a Competitive State. Comput. Intell. Neurosci. Jie Zhang, Yunxu Shi, Chienkai Wang, Chunmei Cao, Changshui Zhang, Linhong Ji, Jia Cheng, Fangfang Wu
2021	A*	`conf`	Prioritized Architecture Sampling With Monto-Carlo Tree Search. CVPR Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	J	`jnl`	Prioritized Architecture Sampling with Monto-Carlo Tree Search. CoRR Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2021	A*	`conf`	ReSSL: Relational Self-Supervised Learning with Weak Augmentation. NeurIPS Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	ReSSL: Relational Self-Supervised Learning with Weak Augmentation. CoRR Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	Recent Advances in Large Margin Learning. CoRR Yiwen Guo, Changshui Zhang
2021	J	`jnl`	Robust Few-Shot Learning for User-Provided Data. IEEE Trans. Neural Networks Learn. Syst. Jiang Lu, Sheng Jin, Jian Liang, Changshui Zhang
2021	J	`jnl`	Sill-Net: Feature Augmentation with Separated Illumination Representation. CoRR Haipeng Zhang, Zhong Cao, Ziang Yan, Changshui Zhang
2021	J	`jnl`	The Definitions of Interpretability and Learning of Interpretable Models. CoRR Weishen Pan, Changshui Zhang
2021	A*	`conf`	Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility. KDD Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
2021	J	`jnl`	Vision Transformer Architecture Search. CoRR Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	A*	`conf`	Weakly Supervised Contrastive Learning. ICCV Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	J	`jnl`	Weakly Supervised Contrastive Learning. CoRR Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
2021	A*	`conf`	Workshop on Model Mining. KDD Shan You, Chang Xu, Fei Wang, Changshui Zhang
2020	Misc	`conf`	Adversarial Attacks on Deep Unfolded Networks for Sparse Coding. ICASSP Yulu Wang, Kailun Wu, Changshui Zhang
2020	A*	`conf`	Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space. NeurIPS Shangchen Du, Shan You, Xiaojie Li, Jianlong Wu, Fei Wang, Chen Qian, Changshui Zhang
2020	C	`conf`	An Overview of Signal Processing Engineering Education in China. FIE Yanpin Ren, Qing Zhuo, Yi Yang, Changshui Zhang
2020	J	`jnl`	Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity. IEEE Trans. Neural Networks Learn. Syst. Wenzheng Hu, Junqi Jin, Tie-Yan Liu, Changshui Zhang
2020	A*	`conf`	Boosting Semantic Human Matting With Coarse Annotations. CVPR Jinlin Liu, Yuan Yao, Wendi Hou, Miaomiao Cui, Xuansong Xie, Changshui Zhang, Xian-Sheng Hua
2020	J	`jnl`	Boosting Semantic Human Matting with Coarse Annotations. CoRR Jinlin Liu, Yuan Yao, Wendi Hou, Miaomiao Cui, Xuansong Xie, Changshui Zhang, Xian-Sheng Hua
2020	J	`jnl`	Compressing Deep Neural Networks With Sparse Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Kailun Wu, Yiwen Guo, Changshui Zhang
2020	B	`conf`	Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting. ICPR Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
2020	J	`jnl`	Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting. CoRR Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
2020	J	`jnl`	Data Agnostic Filter Gating for Efficient Deep Networks. CoRR Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
2020	J	`jnl`	Deep Gesture Video Generation With Learning on Regions of Interest. IEEE Trans. Multim. Runpeng Cui, Zhong Cao, Weishen Pan, Changshui Zhang, Jianqiang Wang
2020	B	`conf`	Diversity in Neural Architecture Search. IJCNN Wenzheng Hu, Mingyang Li, Changhe Yuan, Changshui Zhang, Jianqiang Wang
2020	J	`jnl`	Explicitly Learning Topology for Differentiable Neural Architecture Search. CoRR Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang
2020	J	`jnl`	Extreme Value Preserving Networks. CoRR Mingjie Sun, Jianguo Li, Changshui Zhang
2020	J	`jnl`	FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention. CoRR Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye
2020	A*	`conf`	Few Sample Knowledge Distillation for Efficient Network Compression. CVPR Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang
2020	J	`jnl`	Fusion Recurrent Neural Network. CoRR Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
2020	A*	`conf`	GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet. CVPR Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang
2020	J	`jnl`	GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet. CoRR Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang
2020	J	`jnl`	Intention-Related Natural Language Grounding via Object Affordance Detection and Intention Semantic Extraction. Frontiers Neurorobotics Jinpeng Mi, Hongzhuo Liang, Nikolaos Katsakis, Song Tang, Qingdu Li, Changshui Zhang, Jianwei Zhang
2020	J	`jnl`	Learning Fast Approximations of Sparse Nonlinear Regression. CoRR Yuhai Song, Zhong Cao, Kailun Wu, Ziang Yan, Changshui Zhang
2020	J	`jnl`	Learning from Very Few Samples: A Survey. CoRR Jiang Lu, Pinghua Gong, Jieping Ye, Changshui Zhang
2020	J	`jnl`	On Connections between Regularizations for Improving DNN Robustness. CoRR Yiwen Guo, Long Chen, Yurong Chen, Changshui Zhang
2020	A*	`conf`	RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning. AAAI Nan Jiang, Sheng Jin, Zhiyao Duan, Changshui Zhang
2020	J	`jnl`	RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning. CoRR Nan Jiang, Sheng Jin, Zhiyao Duan, Changshui Zhang
2020	A*	`conf`	Reborn Filters: Pruning Convolutional Neural Networks with Limited Data. AAAI Yehui Tang, Shan You, Chang Xu, Jin Han, Chen Qian, Boxin Shi, Chao Xu, Changshui Zhang
2020	B	`conf`	Road Network Metric Learning for Estimated Time of Arrival. ICPR Yiwen Sun, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
2020	J	`jnl`	Road Network Metric Learning for Estimated Time of Arrival. CoRR Yiwen Sun, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye
2020	J	`jnl`	Robust Finite Mixture Regression for Heterogeneous Targets. CoRR Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang
2020	A*	`conf`	Semismooth Newton Algorithm for Efficient Projections onto ℓ ICML Dejun Chu, Changshui Zhang, Shiliang Sun, Qing Tao
2020	A*	`conf`	Sparse Coding with Gated Learned ISTA. ICLR Kailun Wu, Yiwen Guo, Ziang Li, Changshui Zhang
2020	A*	`conf`	When Counterpoint Meets Chinese Folk Melodies. NeurIPS Nan Jiang, Sheng Jin, Zhiyao Duan, Changshui Zhang
2020	J	`jnl`	Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding. Pattern Recognit. Zhong Cao, Jiang Lu, Sen Cui, Changshui Zhang
2020	J	`jnl`	xOrder: A Model Agnostic Post-Processing Framework for Achieving Ranking Fairness While Maintaining Algorithm Utility. CoRR Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang
2019	J	`jnl`	A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training. IEEE Trans. Multim. Runpeng Cui, Hu Liu, Changshui Zhang
2019	J	`jnl`	Adversarial Margin Maximization Networks. CoRR Ziang Yan, Yiwen Guo, Changshui Zhang
2019	J	`jnl`	An Accelerated Linearly Convergent Stochastic L-BFGS Algorithm. IEEE Trans. Neural Networks Learn. Syst. Daqing Chang, Shiliang Sun, Changshui Zhang
2019	J	`jnl`	Attention Based Visual Analysis for Fast Grasp Planning With a Multi-Fingered Robotic Hand. Frontiers Neurorobotics Zhen Deng, Ge Gao, Simone Frintrop, Fuchun Sun, Changshui Zhang, Jianwei Zhang
2019	J	`jnl`	Audio-Visual Deep Clustering for Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Rui Lu, Zhiyao Duan, Changshui Zhang
2019	J	`jnl`	Deep Likelihood Network for Image Restoration with Multiple Degradations. CoRR Yiwen Guo, Wangmeng Zuo, Changshui Zhang, Yurong Chen
2019	J	`jnl`	Hierarchical automatic curriculum learning: Converting a sparse reward navigation task into dense reward. Neurocomputing Nan Jiang, Sheng Jin, Changshui Zhang
2019	B	`conf`	Image Captioning with Partially Rewarded Imitation Learning. IJCNN Xintong Yu, Tszhang Guo, Kun Fu, Lei Li, Changshui Zhang, Jianwei Zhang
2019	J	`jnl`	Self-reinforcing Unsupervised Matching. CoRR Jiang Lu, Lei Li, Changshui Zhang
2019	A*	`conf`	Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks. NeurIPS Yiwen Guo, Ziang Yan, Changshui Zhang
2019	J	`jnl`	Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks. CoRR Ziang Yan, Yiwen Guo, Changshui Zhang
2019	—	`conf`	What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. EMNLP/IJCNLP (1) Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang
2019	J	`jnl`	What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. CoRR Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang
2018	J	`jnl`	A New Anchor-Labeling Method For Oriented Text Detection Using Dense Detection Framework. IEEE Signal Process. Lett. Chengzhe Yan, Kailun Wu, Changshui Zhang
2018	J	`jnl`	Attribute-Based Synthetic Network (ABS-Net): Learning more from pseudo feature representations. Pattern Recognit. Jiang Lu, Jin Li, Ziang Yan, Fenghua Mei, Changshui Zhang
2018	B	`conf`	Boosting Few-Shot Image Recognition Via Domain Alignment Prototypical Networks. ICTAI Jiang Lu, Zhong Cao, Kailun Wu, Gang Zhang, Changshui Zhang
2018	A*	`conf`	Connectionist Temporal Classification with Maximum Entropy Regularization. NeurIPS Hu Liu, Sheng Jin, Changshui Zhang
2018	A*	`conf`	Deep Defense: Training DNNs with Improved Adversarial Robustness. NeurIPS Ziang Yan, Yiwen Guo, Changshui Zhang
2018	B	`conf`	Deep Generative Adversarial Networks for the Sparse Signal Denoising. ICPR Kailun Wu, Changshui Zhang
2018	J	`jnl`	Deep transformer: A framework for 2D text image rectification from planar transformations. Neurocomputing Chengzhe Yan, Jie Hu, Changshui Zhang
2018	J	`jnl`	DeepDefense: Training Deep Neural Networks with Improved Robustness. CoRR Ziang Yan, Yiwen Guo, Changshui Zhang
2018	J	`jnl`	Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs. IEEE Trans. Neural Networks Learn. Syst. Kun Fu, Jin Li, Junqi Jin, Changshui Zhang
2018	J	`jnl`	Knowledge Distillation from Few Samples. CoRR Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang
2018	J	`jnl`	Leveraging mixed and incomplete outcomes via reduced-rank modeling. J. Multivar. Anal. Chongliang Luo, Jian Liang, Gen Li, Fei Wang, Changshui Zhang, Dipak K. Dey, Kun Chen
2018	J	`jnl`	Listen and Look: Audio-Visual Matching Assisted Speech Source Separation. IEEE Signal Process. Lett. Rui Lu, Zhiyao Duan, Changshui Zhang
2018	J	`jnl`	Model-Protected Multi-Task Learning. CoRR Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2018	Misc	`conf`	Multi-Scale Recurrent Neural Network for Sound Event Detection. ICASSP Rui Lu, Zhiyao Duan, Changshui Zhang
2018	J	`jnl`	On the Generalization Ability of Online Gradient Descent Algorithm Under the Quadratic Growth Condition. IEEE Trans. Neural Networks Learn. Syst. Daqing Chang, Ming Lin, Changshui Zhang
2018	J	`jnl`	Optimizing Top-k Multiclass SVM via Semismooth Newton Algorithm. IEEE Trans. Neural Networks Learn. Syst. Dejun Chu, Rui Lu, Jin Li, Xintong Yu, Changshui Zhang, Qing Tao
2018	J	`jnl`	Robust finite mixture regression for heterogeneous targets. Data Min. Knowl. Discov. Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang
2018	A*	`conf`	Sparse DNNs with Improved Adversarial Robustness. NeurIPS Yiwen Guo, Chao Zhang, Changshui Zhang, Yurong Chen
2018	J	`jnl`	Sparse DNNs with Improved Adversarial Robustness. CoRR Yiwen Guo, Chao Zhang, Changshui Zhang, Yurong Chen
2018	J	`jnl`	Top Downloads in IEEE Xplore [Reader's Choice]. IEEE Signal Process. Mag. Changshui Zhang
2017	J	`jnl`	A faster cutting plane algorithm with accelerated line search for linear SVM. Pattern Recognit. Dejun Chu, Changshui Zhang, Qing Tao
2017	J	`jnl`	Aligning Where to See and What to Tell: Image Captioning with Region-Based Attention and Scene-Specific Contexts. IEEE Trans. Pattern Anal. Mach. Intell. Kun Fu, Junqi Jin, Runpeng Cui, Fei Sha, Changshui Zhang
2017	J	`jnl`	An In-field Automatic Wheat Disease Diagnosis System. CoRR Jiang Lu, Jie Hu, Guannan Zhao, Fenghua Mei, Changshui Zhang
2017	J	`jnl`	An in-field automatic wheat disease diagnosis system. Comput. Electron. Agric. Jiang Lu, Jie Hu, Guannan Zhao, Fenghua Mei, Changshui Zhang
2017	Misc	`conf`	Deep ranking: Triplet MatchNet for music metric learning. ICASSP Rui Lu, Kailun Wu, Zhiyao Duan, Changshui Zhang
2017	—	`conf`	End-to-end Chinese text recognition. GlobalSIP Jie Hu, Tszhang Guo, Ji Cao, Changshui Zhang
2017	J	`jnl`	Fast Branch Convolutional Neural Network for Traffic Sign Recognition. IEEE Intell. Transp. Syst. Mag. Wenzheng Hu, Qing Zhuo, Changshui Zhang, Jianke Li
2017	J	`jnl`	Hands-On Learning Through Racing: Signal processing and engineering education through the China National Collegiate Intelligent Model Car Competition. IEEE Signal Process. Mag. Qing Zhuo, Yanpin Ren, Yongheng Jiang, Changshui Zhang
2017	A*	`conf`	Learning Efficient Convolutional Networks through Network Slimming. ICCV Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan, Changshui Zhang
2017	J	`jnl`	Learning Efficient Convolutional Networks through Network Slimming. CoRR Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan, Changshui Zhang
2017	—	`conf`	Metric learning based data augmentation for environmental sound classification. WASPAA Rui Lu, Zhiyao Duan, Changshui Zhang
2017	B	`conf`	Rare Chinese character recognition by Radical Extraction Network. SMC Ziang Yan, Chengzhe Yan, Changshui Zhang
2017	A*	`conf`	Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization. CVPR Runpeng Cui, Hu Liu, Changshui Zhang
2017	B	`conf`	Robust text image alignment with template for information retrieval. SMC Chengzhe Yan, Jie Hu, Runpeng Cui, Changshui Zhang
2017	J	`jnl`	Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors]. IEEE Signal Process. Mag. Hana Godrich, Arye Nehorai, Ali Tajer, Maria Sabrina Greco, Changshui Zhang
2017	J	`jnl`	Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. CoRR Shiliang Sun, Changshui Zhang, Yi Zhang
2017	J	`jnl`	Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm. CoRR Ziang Yan, Jian Liang, Weishen Pan, Jin Li, Changshui Zhang
2017	J	`jnl`	Zero-Shot Learning by Generating Pseudo Feature Representations. CoRR Jiang Lu, Jin Li, Ziang Yan, Changshui Zhang
2016	J	`jnl`	A DNN Framework For Text Image Rectification From Planar Transformations. CoRR Chengzhe Yan, Jie Hu, Changshui Zhang
2016	J	`jnl`	Cyborg Intelligence: Recent Progress and Future Directions. IEEE Intell. Syst. Zhaohui Wu, Yongdi Zhou, Zhongzhi Shi, Changshui Zhang, Guanglin Li, Xiaoxiang Zheng, Nenggan Zheng, Gang Pan
2016	J	`jnl`	DeepFish: Accurate underwater live fish recognition with a deep architecture. Neurocomputing Hongwei Qin, Xiu Li, Jian Liang, YiGang Peng, Changshui Zhang
2016	B	`conf`	Learning with only multiple instance positive bags. IJCNN Zhigang Wang, Zeng-Shun Zhao, Changshui Zhang
2016	J	`jnl`	Location Signatures That You Don't See: Highlights from the IEEE Signal Processing Cup 2016 Student Competition [SP Education]. IEEE Signal Process. Mag. Min Wu, Adi Hajj-Ahmad, Matthias Kirchner, Yanpin Ren, Changshui Zhang, Patrizio Campisi
2016	J	`jnl`	Online kernel learning with nearly constant support vectors. Neurocomputing Ming Lin, Lijun Zhang, Rong Jin, Shifeng Weng, Changshui Zhang
2016	—	`conf`	Poster Paper: Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy. ICHI Jian Liang, Rui Lu, Changshui Zhang, Fei Wang
2016	—	`conf`	Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy. ICHI Jian Liang, Rui Lu, Changshui Zhang, Fei Wang
2016	J	`jnl`	Real-Time Traffic Light Detection With Adaptive Background Suppression Filter. IEEE Trans. Intell. Transp. Syst. Zhenwei Shi, Zhengxia Zou, Changshui Zhang
2015	B	`conf`	A Real-Time Hand Pose Estimation System with Retrieval. SMC Guangdong Hou, Runpeng Cui, Changshui Zhang
2015	J	`jnl`	A novel unsupervised approach to discovering regions of interest in traffic images. Pattern Recognit. Zhenyu An, Zhenwei Shi, Ying Wu, Changshui Zhang
2015	J	`jnl`	Aligning where to see and what to tell: image caption with region-based attention and scene factorization. CoRR Junqi Jin, Kun Fu, Runpeng Cui, Fei Sha, Changshui Zhang
2015	—	`conf`	Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital Images. IScIDE (1) Weishen Pan, Guangdong Hou, Changshui Zhang
2015	J	`jnl`	Damping proximal coordinate descent algorithm for non-convex regularization. Neurocomputing Zheng Pan, Ming Lin, Guangdong Hou, Changshui Zhang
2015	J	`jnl`	Dependent Online Kernel Learning With Constant Number of Random Fourier Features. IEEE Trans. Neural Networks Learn. Syst. Zhen Hu, Ming Lin, Changshui Zhang
2015	—	`conf`	Graph-Based Semi-Supervised Learning on Evolutionary Data. IScIDE (2) Yanglei Song, Yifei Yang, Weibei Dou, Changshui Zhang
2015	J	`jnl`	Image Deblurring with Coupled Dictionary Learning. Int. J. Comput. Vis. Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang
2015	J	`jnl`	Incremental multiple instance outlier detection. Neural Comput. Appl. Zhigang Wang, Zeng-Shun Zhao, Shifeng Weng, Changshui Zhang
2015	J	`jnl`	Large-scale eigenvector approximation via Hilbert Space Embedding Nyström. Pattern Recognit. Ming Lin, Fei Wang, Changshui Zhang
2015	J	`jnl`	Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression. Pattern Recognit. Zheng Pan, Changshui Zhang
2015	J	`jnl`	Solving one-class problem with outlier examples by SVM. Neurocomputing Zhigang Wang, Zeng-Shun Zhao, Shifeng Weng, Changshui Zhang
2015	J	`jnl`	Sparse Unmixing of Hyperspectral Data Using Spectral A Priori Information. IEEE Trans. Geosci. Remote. Sens. Wei Tang, Zhenwei Shi, Ying Wu, Changshui Zhang
2015	J	`jnl`	Tree-based compact hashing for approximate nearest neighbor search. Neurocomputing Guangdong Hou, Runpeng Cui, Zheng Pan, Changshui Zhang
2015	B	`conf`	Visual Tracking via Part-Based Model with Auxiliary Objects. SMC Runpeng Cui, Guangdong Hou, Changshui Zhang
2014	—	`conf`	Domain Transfer via Multiple Sources Regularization. PAKDD (2) Shaofeng Hu, Jiangtao Ren, Changshui Zhang, Chaogui Zhang
2014	A	`conf`	Efficient Sparse Recovery via Adaptive Non-Convex Regularizers with Oracle Property. UAI Ming Lin, Rong Jin, Changshui Zhang
2014	A	`conf`	Exploiting the Limits of Structure Learning via Inherent Symmetry. AISTATS Peng He, Changshui Zhang
2014	—	`conf`	Hand segmentation with metric learning superpixels. ChinaSIP Guangdong Hou, Daqing Chang, Changshui Zhang
2014	J	`jnl`	Learning high-dimensional correspondence via manifold learning and local approximation. Neural Comput. Appl. Chenping Hou, Feiping Nie, Hua Wang, Dongyun Yi, Changshui Zhang
2014	J	`jnl`	Multiple rank multi-linear SVM for matrix data classification. Pattern Recognit. Chenping Hou, Feiping Nie, Changshui Zhang, Dongyun Yi, Yi Wu
2014	A	`conf`	Non-Asymptotic Analysis of Relational Learning with One Network. AISTATS Peng He, Changshui Zhang
2014	J	`jnl`	Regularized Tree Partitioning and Its Application to Unsupervised Image Segmentation. IEEE Trans. Image Process. Jingdong Wang, Huaizu Jiang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan
2014	A*	`conf`	Seeing the Arrow of Time. CVPR Lyndsey C. Pickup, Zheng Pan, Donglai Wei, Yi-Chang Shih, Changshui Zhang, Andrew Zisserman, Bernhard Schölkopf, William T. Freeman
2014	J	`jnl`	Single Remote Sensing Image Dehazing. IEEE Geosci. Remote. Sens. Lett. Jiao Long, Zhenwei Shi, Wei Tang, Changshui Zhang
2014	J	`jnl`	Special issue on the Sino-foreign-interchange workshop on intelligence science and intelligent data engineering. Neurocomputing Yanning Zhang, Zhi-Hua Zhou, Changshui Zhang
2014	J	`jnl`	Traffic Sign Recognition With Hinge Loss Trained Convolutional Neural Networks. IEEE Trans. Intell. Transp. Syst. Junqi Jin, Kun Fu, Changshui Zhang
2014	—	`conf`	Training Deep Belief Network with Sparse Hidden Units. CCPR (1) Zhen Hu, Wenzheng Hu, Changshui Zhang
2013	J	`jnl`	A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems CoRR Pinghua Gong, Changshui Zhang, Zhaosong Lu, Jianhua Huang, Jieping Ye
2013	—	`conf`	A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems. ICML (2) Pinghua Gong, Changshui Zhang, Zhaosong Lu, Jianhua Huang, Jieping Ye
2013	J	`jnl`	A Theory of High-dimensional Sparse Estimation via Non-Convex Regularized Regression. CoRR Zheng Pan, Changshui Zhang
2013	—	`conf`	Automatic Elements Extraction of Chinese Web News Using Prior Information of Content and Structure. ACPR Chengru Song, Shifeng Weng, Changshui Zhang
2013	Misc	`conf`	Efficient blind separation of reflection layers with nonparametric transformations. ICASSP Han Li, Kun Gai, Pinghua Gong, Changshui Zhang
2013	A	`conf`	High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers. AISTATS Zheng Pan, Changshui Zhang
2013	J	`jnl`	Learning a subspace for clustering via pattern shrinking. Inf. Process. Manag. Chenping Hou, Feiping Nie, Yuanyuan Jiao, Changshui Zhang, Yi Wu
2013	—	`conf`	Methods for Photomosaic Generation Based on Different Image Similarity and Division Strategies. IScIDE Daqing Chang, Changshui Zhang, Shifeng Weng
2013	J	`jnl`	Multi-stage multi-task feature learning. J. Mach. Learn. Res. Pinghua Gong, Jieping Ye, Changshui Zhang
2013	—	`conf`	Music playlist prediction via detecting song moods. ChinaSIP Zhiqiang Zhang, Changshui Zhang, Shifeng Weng
2013	J	`jnl`	On the Sample Complexity of Random Fourier Features for Online Learning: How Many Random Fourier Features Do We Need? ACM Trans. Knowl. Discov. Data Ming Lin, Shifeng Weng, Changshui Zhang
2013	J	`jnl`	Robust non-negative matrix factorization via joint sparse and graph regularization for transfer learning. Neural Comput. Appl. Shizhun Yang, Chenping Hou, Changshui Zhang, Yi Wu
2013	B	`conf`	Robust non-negative matrix factorization via joint sparse and graph regularization. IJCNN Shizhun Yang, Chenping Hou, Changshui Zhang, Yi Wu, Shifeng Weng
2013	—	`conf`	SVM-SVDD: A New Method to Solve Data Description Problem with Negative Examples. ISNN (1) Zhigang Wang, Zeng-Shun Zhao, Changshui Zhang
2012	J	`jnl`	A brief introduction to the special issue for ISNN2010. Neurocomputing Liqing Zhang, James Tin-Yau Kwok, Changshui Zhang
2012	J	`jnl`	A general framework for transfer sparse subspace learning. Neural Comput. Appl. Shizhun Yang, Ming Lin, Chenping Hou, Changshui Zhang, Yi Wu
2012	J	`jnl`	Blind Separation of Superimposed Moving Images Using Image Statistics. IEEE Trans. Pattern Anal. Mach. Intell. Kun Gai, Zhenwei Shi, Changshui Zhang
2012	J	`jnl`	Discriminative Least Squares Regression for Multiclass Classification and Feature Selection. IEEE Trans. Neural Networks Learn. Syst. Shiming Xiang, Feiping Nie, Gaofeng Meng, Chunhong Pan, Changshui Zhang
2012	A*	`conf`	Efficient Multi-Stage Conjugate Gradient for Trust Region Step. AAAI Pinghua Gong, Changshui Zhang
2012	J	`jnl`	Efficient Nonnegative Matrix Factorization via projected Newton method. Pattern Recognit. Pinghua Gong, Changshui Zhang
2012	J	`jnl`	Efficient Superimposition Recovering Algorithm CoRR Han Li, Kun Gai, Pinghua Gong, Changshui Zhang
2012	J	`jnl`	Gabor face recognition by multi-channel classifier fusion of supervised kernel manifold learning. Neurocomputing Zeng-Shun Zhao, Li Zhang, Meng Zhao, Zeng-Guang Hou, Changshui Zhang
2012	J	`jnl`	Image deblurring with matrix regression and gradient evolution. Pattern Recognit. Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang
2012	—	`ed.`	Intelligent Science and Intelligent Data Engineering - Second Sino-foreign-interchange Workshop, IScIDE 2011, Xi'an, China, October 23-25, 2011, Revised Selected Papers IScIDE Yanning Zhang, Zhi-Hua Zhou, Changshui Zhang, Ying Li
2012	B	`conf`	Learning similarity metric with SVM. IJCNN Xiaoqiang Zhu, Pinghua Gong, Zeng-Shun Zhao, Changshui Zhang
2012	—	`conf`	Multi-Stage Multi-Task Feature Learning. NIPS Pinghua Gong, Jieping Ye, Changshui Zhang
2012	J	`jnl`	Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction. Pattern Recognit. Lett. Feiping Nie, Shiming Xiang, Yun Liu, Chenping Hou, Changshui Zhang
2012	—	`ed.`	Pattern Recognition - Chinese Conference, CCPR 2012, Beijing, China, September 24-26, 2012. Proceedings CCPR Cheng-Lin Liu, Changshui Zhang, Liang Wang
2012	A*	`conf`	Robust multi-task feature learning. KDD Pinghua Gong, Jieping Ye, Changshui Zhang
2011	A*	`conf`	A Fast Dual Projected Newton Method for l IJCAI Pinghua Gong, Changshui Zhang
2011	J	`jnl`	Active learning with adaptive regularization. Pattern Recognit. Zheng Wang, Shuicheng Yan, Changshui Zhang
2011	J	`jnl`	Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection. Neurocomputing Pinghua Gong, Kun Gai, Changshui Zhang
2011	J	`jnl`	Guest Editorial Introduction to the Special Issue on Pattern Recognition Technologies for Anti-Terrorism Applications. IEEE Trans. Syst. Man Cybern. Part C Sos S. Agaian, Jinshan Tang, Sabah Jassim, C. L. Philip Chen, Changshui Zhang, Yongyan Cao
2011	J	`jnl`	Interactive Image Segmentation With Multiple Linear Reconstructions in Windows. IEEE Trans. Multim. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang
2011	Misc	`conf`	Mining interlacing manifolds in high dimensional spaces. SAC Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi
2011	J	`jnl`	Multitask Bregman clustering. Neurocomputing Jianwen Zhang, Changshui Zhang
2011	Misc	`conf`	Patterns classification of nonlinear multi-dimensional time series based on manifold learning. ICNC Jian Cheng, Changshui Zhang, Yi-Nan Guo
2011	J	`jnl`	Regression Reformulations of LLE and LTSA With Locally Linear Transformation. IEEE Trans. Syst. Man Cybern. Part B Shiming Xiang, Feiping Nie, Chunhong Pan, Changshui Zhang
2011	J	`jnl`	Semi-supervised ranking aggregation. Inf. Process. Manag. Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang
2011	J	`jnl`	Semisupervised Learning Using Negative Labels. IEEE Trans. Neural Networks Chenping Hou, Feiping Nie, Fei Wang, Changshui Zhang, Yi Wu
2011	—	`conf`	Solve JIGSAW puzzle problems with Co-Normalization. DSP Shaoze Lei, Changshui Zhang
2011	J	`jnl`	Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering. IEEE Trans. Neural Networks Feiping Nie, Zinan Zeng, Ivor W. Tsang, Dong Xu, Changshui Zhang
2011	B	`conf`	Topic model with constrainted word burstiness intensities. IJCNN Shaoze Lei, Jianwen Zhang, Shifeng Weng, Changshui Zhang
2011	J	`jnl`	Unsupervised Large Margin Discriminative Projection. IEEE Trans. Neural Networks Fei Wang, Bin Zhao, Changshui Zhang
2010	J	`jnl`	A general graph-based semi-supervised learning with novel class discovery. Neural Comput. Appl. Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang
2010	J	`jnl`	A general kernelization framework for learning algorithms based on kernel PCA. Neurocomputing Changshui Zhang, Feiping Nie, Shiming Xiang
2010	J	`jnl`	A multilevel approach for learning from labeled and unlabeled data on graphs. Pattern Recognit. Changshui Zhang, Fei Wang
2010	J	`jnl`	Boosting with pairwise constraints. Neurocomputing Changshui Zhang, Qutang Cai, Yangqiu Song
2010	J	`jnl`	Collaborative Learning by Boosting in Distributed Environments. Int. J. Pattern Recognit. Artif. Intell. Shijun Wang, Changshui Zhang
2010	B	`conf`	Compressed Learning with Regular Concept. ALT Jiawei Lv, Jianwen Zhang, Fei Wang, Zheng Wang, Changshui Zhang
2010	A*	`conf`	Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. KDD Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu
2010	J	`jnl`	Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction. IEEE Trans. Image Process. Feiping Nie, Dong Xu, Ivor Wai-Hung Tsang, Changshui Zhang
2010	A*	`conf`	Homotopy Regularization for Boosting. ICDM Zheng Wang, Yangqiu Song, Changshui Zhang
2010	J	`jnl`	Interactive localized content based image retrieval with multiple-instance active learning. Pattern Recognit. Dan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang
2010	A*	`conf`	Learning Discriminative Piecewise Linear Models with Boundary Points. AAAI Kun Gai, Changshui Zhang
2010	—	`conf`	Learning Kernels with Radiuses of Minimum Enclosing Balls. NIPS Kun Gai, Guangyun Chen, Changshui Zhang
2010	—	`conf`	Learning to rank tags. CIVR Zheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan
2010	J	`jnl`	Linear time maximum margin clustering. IEEE Trans. Neural Networks Fei Wang, Bin Zhao, Changshui Zhang
2010	J	`jnl`	Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak Regions. IEEE Trans. Speech Audio Process. Zhiyao Duan, Bryan Pardo, Changshui Zhang
2010	J	`jnl`	Multiple view semi-supervised dimensionality reduction. Pattern Recognit. Chenping Hou, Changshui Zhang, Yi Wu, Feiping Nie
2010	A*	`conf`	Multitask Bregman Clustering. AAAI Jianwen Zhang, Changshui Zhang
2010	J	`jnl`	Semi-Supervised Classification via Local Spline Regression. IEEE Trans. Pattern Anal. Mach. Intell. Shiming Xiang, Feiping Nie, Changshui Zhang
2010	J	`jnl`	TurboPixel Segmentation Using Eigen-Images. IEEE Trans. Image Process. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang
2010	A*	`conf`	What if the Irresponsible Teachers Are Dominating? AAAI Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang
2009	B	`conf`	A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonography. IJCNN Shijun Wang, Ronald M. Summers, Changshui Zhang
2009	J	`jnl`	A new approach to discover interlacing data structures in high-dimensional space. J. Intell. Inf. Syst. Tao Ban, Changshui Zhang, Shigeo Abe
2009	J	`jnl`	Analysis of classification margin for classification accuracy with applications. Neurocomputing Qutang Cai, Changshui Zhang, Chunyi Peng
2009	A*	`conf`	Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model. ICDM Guangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang
2009	A*	`conf`	Blind separation of superimposed images with unknown motions. CVPR Kun Gai, Zhenwei Shi, Changshui Zhang
2009	J	`jnl`	Block-Quantized Support Vector Ordinal Regression. IEEE Trans. Neural Networks Bin Zhao, Fei Wang, Changshui Zhang
2009	J	`jnl`	Clustering with Local and Global Regularization. IEEE Trans. Knowl. Data Eng. Fei Wang, Changshui Zhang, Tao Li
2009	J	`jnl`	Collaborative filtering using orthogonal nonnegative matrix tri-factorization. Inf. Process. Manag. Gang Chen, Fei Wang, Changshui Zhang
2009	—	`conf`	Compressed Spectral Clustering. ICDM Workshops Bin Zhao, Changshui Zhang
2009	A	`conf`	Efficient Active Learning with Boosting. SDM Zheng Wang, Yangqiu Song, Changshui Zhang
2009	A	`conf`	Efficient multi-class unlabeled constrained semi-supervised SVM. CIKM Mingjie Qian, Feiping Nie, Changshui Zhang
2009	A*	`conf`	Efficient multi-label classification with hypergraph regularization. CVPR Gang Chen, Jianwen Zhang, Fei Wang, Changshui Zhang, Yuli Gao
2009	J	`jnl`	Embedding new data points for manifold learning via coordinate propagation. Knowl. Inf. Syst. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang
2009	J	`jnl`	Extracting the optimal dimensionality for local tensor discriminant analysis. Pattern Recognit. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2009	J	`jnl`	Fast nonlinear autocorrelation algorithm for source separation. Pattern Recognit. Zhenwei Shi, Changshui Zhang
2009	J	`jnl`	Front-view vehicle detection by Markov chain Monte Carlo method. Pattern Recognit. Yangqing Jia, Changshui Zhang
2009	J	`jnl`	Graph-based semi-supervised learning. Artif. Life Robotics Changshui Zhang, Fei Wang
2009	A	`conf`	Instance- and bag-level manifold regularization for aggregate outputs classification. CIKM Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang
2009	J	`jnl`	Interactive Natural Image Segmentation via Spline Regression. IEEE Trans. Image Process. Shiming Xiang, Feiping Nie, Chunxia Zhang, Changshui Zhang
2009	—	`conf`	Kernel K-means Based Framework for Aggregate Outputs Classification. ICDM Workshops Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang
2009	A*	`conf`	Knowledge Transfer on Hybrid Graph. IJCAI Zheng Wang, Yangqiu Song, Changshui Zhang
2009	J	`jnl`	Learning an Orthogonal and Smooth Subspace for Image Classification. IEEE Signal Process. Lett. Chenping Hou, Feiping Nie, Changshui Zhang, Yi Wu
2009	J	`jnl`	Linear Neighborhood Propagation and Its Applications. IEEE Trans. Pattern Anal. Mach. Intell. Jingdong Wang, Fei Wang, Changshui Zhang, Helen C. Shen, Long Quan
2009	A*	`conf`	Maximum Margin Clustering with Multivariate Loss Function. ICDM Bin Zhao, James Tin-Yau Kwok, Changshui Zhang
2009	A	`conf`	Multiple Kernel Clustering. SDM Bin Zhao, James T. Kwok, Changshui Zhang
2009	J	`jnl`	Nonlinear Dimensionality Reduction with Local Spline Embedding. IEEE Trans. Knowl. Data Eng. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang
2009	A*	`conf`	On-line Evolutionary Exponential Family Mixture. IJCAI Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang
2009	—	`conf`	Probabilistic Labeled Semi-supervised SVM. ICDM Workshops Mingjie Qian, Feiping Nie, Changshui Zhang
2009	A*	`conf`	Selecting Informative Universum Sample for Semi-Supervised Learning. IJCAI Shuo Chen, Changshui Zhang
2009	A*	`conf`	Semi-Supervised Classification on Evolutionary Data. IJCAI Yangqing Jia, Shuicheng Yan, Changshui Zhang
2009	J	`jnl`	Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. Pattern Anal. Appl. Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang
2009	J	`jnl`	Semi-supervised orthogonal discriminant analysis via label propagation. Pattern Recognit. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang
2009	J	`jnl`	Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations. Neural Process. Lett. Changshui Zhang, Feiping Nie, Shiming Xiang, Chenping Hou
2009	A*	`conf`	Sparse Norm-Regularized Reconstructive Coefficients Learning. ICDM Bin Liu, Shuo Chen, Mingjie Qian, Changshui Zhang
2009	A*	`conf`	Spectral Embedded Clustering. IJCAI Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang
2009	J	`jnl`	Stable local dimensionality reduction approaches. Pattern Recognit. Chenping Hou, Changshui Zhang, Yi Wu, Yuanyuan Jiao
2009	J	`jnl`	Trace Ratio Problem Revisited. IEEE Trans. Neural Networks Yangqing Jia, Feiping Nie, Changshui Zhang
2009	A*	`conf`	Unsupervised Maximum Margin Feature Selection with manifold regularization. CVPR Bin Zhao, James Tin-Yau Kwok, Fei Wang, Changshui Zhang
2009	J	`jnl`	marginFace: A novel face recognition method by average neighborhood margin maximization. Pattern Recognit. Fei Wang, Xin Wang, Daoqiang Zhang, Changshui Zhang, Tao Li
2008	J	`jnl`	A unified framework for semi-supervised dimensionality reduction. Pattern Recognit. Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang
2008	Misc	`conf`	Active model selection for Graph-Based Semi-Supervised Learning. ICASSP Bin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song
2008	A	`conf`	Audio tonality mode classification without tonic annotations. ICME Zhiyao Duan, Lie Lu, Changshui Zhang
2008	B	`conf`	Augmented tree partitioning for interactive image segmentation. ICIP Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua
2008	A*	`conf`	Blindly separating mixtures of multiple layers with spatial shifts. CVPR Kun Gai, Zhenwei Shi, Changshui Zhang
2008	B	`conf`	Collaborative learning by boosting in distributed environments. ICPR Shijun Wang, Changshui Zhang
2008	—	`conf`	Collective Annotation of Music from Multiple Semantic Categories. ISMIR Zhiyao Duan, Lie Lu, Changshui Zhang
2008	J	`jnl`	Content-Based Information Fusion for Semi-Supervised Music Genre Classification. IEEE Trans. Multim. Yangqiu Song, Changshui Zhang
2008	J	`jnl`	Contour graph based human tracking and action sequence recognition. Pattern Recognit. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang
2008	A*	`conf`	Cuts3vm: a fast semi-supervised svm algorithm. KDD Bin Zhao, Fei Wang, Changshui Zhang
2008	—	`conf`	Distortion-Free Nonlinear Dimensionality Reduction. ECML/PKDD (1) Yangqing Jia, Zheng Wang, Changshui Zhang
2008	A	`conf`	Efficient Maximum Margin Clustering via Cutting Plane Algorithm. SDM Bin Zhao, Fei Wang, Changshui Zhang
2008	A*	`conf`	Efficient multiclass maximum margin clustering. ICML Bin Zhao, Fei Wang, Changshui Zhang
2008	—	`conf`	Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I). ICIC (2) Yalin Zheng, Guang Yang, Changshui Zhang, Jing Zheng, Yunpeng Xu
2008	A*	`conf`	Finding image exemplars using fast sparse affinity propagation. ACM Multimedia Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua
2008	A*	`conf`	Instance-level Semisupervised Multiple Instance Learning. AAAI Yangqing Jia, Changshui Zhang
2008	J	`jnl`	Label Propagation through Linear Neighborhoods. IEEE Trans. Knowl. Data Eng. Fei Wang, Changshui Zhang
2008	J	`jnl`	Learning a Mahalanobis distance metric for data clustering and classification. Pattern Recognit. Shiming Xiang, Feiping Nie, Changshui Zhang
2008	B	`conf`	Learning distance metric for semi-supervised image segmentation. ICIP Yangqing Jia, Changshui Zhang
2008	B	`conf`	Local Regularized Least-Square Dimensionality Reduction. ICPR Yangqing Jia, Changshui Zhang
2008	B	`conf`	Localized content based image retrieval by multiple instance active learning. ICIP Dan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang
2008	J	`jnl`	MACBSE: Extracting signals with linear autocorrelations. Neurocomputing Zhenwei Shi, Dan Zhang, Changshui Zhang
2008	A*	`conf`	Maximum Margin Embedding. ICDM Bin Zhao, Fei Wang, Changshui Zhang
2008	A*	`conf`	Multi-View Local Learning. AAAI Dan Zhang, Fei Wang, Changshui Zhang, Tao Li
2008	A*	`conf`	Normalized tree partitioning for image segmentation. CVPR Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan
2008	A*	`conf`	On Discriminative Semi-Supervised Classification. AAAI Fei Wang, Changshui Zhang
2008	A	`conf`	Semi-Supervised Classification with Universum. SDM Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhang
2008	A	`conf`	Semi-Supervised Clustering via Matrix Factorization. SDM Fei Wang, Tao Li, Changshui Zhang
2008	A*	`conf`	Semi-supervised Classification Using Local and Global Regularization. AAAI Fei Wang, Tao Li, Gang Wang, Changshui Zhang
2008	A	`conf`	Semi-supervised Multi-label Learning by Solving a Sylvester Equation. SDM Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang
2008	A	`conf`	Semi-supervised metric learning by maximizing constraint margin. CIKM Fei Wang, Shouchun Chen, Changshui Zhang, Tao Li
2008	A	`conf`	Semi-supervised ranking aggregation. CIKM Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang
2008	J	`jnl`	Semi-supervised sub-manifold discriminant analysis. Pattern Recognit. Lett. Yangqiu Song, Feiping Nie, Changshui Zhang
2008	J	`jnl`	Semisupervised Learning Based on Generalized Point Charge Models. IEEE Trans. Neural Networks Fei Wang, Changshui Zhang
2008	J	`jnl`	The random electrode selection ensemble for EEG signal classification. Pattern Recognit. Shiliang Sun, Changshui Zhang, Yue Lu
2008	Misc	`conf`	Towards optimal query design for relevance feedback in image retrieval. ICASSP Jingyu Cui, Changshui Zhang
2008	A*	`conf`	Trace Ratio Criterion for Feature Selection. AAAI Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan
2008	A*	`conf`	Transductive object cutout. CVPR Jingyu Cui, Qiong Yang, Fang Wen, Qiying Wu, Changshui Zhang, Luc Van Gool, Xiaoou Tang
2008	—	`conf`	Transferred Dimensionality Reduction. ECML/PKDD (2) Zheng Wang, Yangqiu Song, Changshui Zhang
2008	J	`jnl`	Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling. IEEE Trans. Speech Audio Process. Zhiyao Duan, Yungang Zhang, Changshui Zhang, Zhenwei Shi
2007	A	`conf`	A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources. ICME Zhenwei Shi, Dan Zhang, Changshui Zhang
2007	J	`jnl`	An evolutionary system for near-regular texture synthesis. Pattern Recognit. Fei Wu, Changshui Zhang, Jingrui He
2007	J	`jnl`	An experimental evaluation of ensemble methods for EEG signal classification. Pattern Recognit. Lett. Shiliang Sun, Changshui Zhang, Dan Zhang
2007	J	`jnl`	Blind Source Extraction Using Generalized Autocorrelations. IEEE Trans. Neural Networks Zhenwei Shi, Changshui Zhang
2007	A*	`conf`	Clustering with Local and Global Regularization. AAAI Fei Wang, Changshui Zhang, Tao Li
2007	—	`conf`	Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization. ICDM Workshops Gang Chen, Fei Wang, Changshui Zhang
2007	A*	`conf`	Combining stroke-based and selection-based relevance feedback for content-based image retrieval. ACM Multimedia Jingyu Cui, Changshui Zhang
2007	A*	`conf`	Discriminant Additive Tangent Spaces for Object Recognition. CVPR Liang Xiong, Jianguo Li, Changshui Zhang
2007	B	`conf`	Embedding New Data Points for Manifold Learning Via Coordinate Propagation. PAKDD Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang
2007	—	`conf`	Extracting the Optimal Dimensionality for Discriminant Analysis. ICASSP (2) Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2007	J	`jnl`	Face recognition using spectral features. Pattern Recognit. Fei Wang, Jingdong Wang, Changshui Zhang, James T. Kwok
2007	A	`conf`	Fast Multilevel Transduction on Graphs. SDM Fei Wang, Changshui Zhang
2007	A*	`conf`	Feature Extraction by Maximizing the Average Neighborhood Margin. CVPR Fei Wang, Changshui Zhang
2007	J	`jnl`	Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs. IEEE Trans. Biomed. Eng. Zhonglin Lin, Changshui Zhang, Wei Wu, Xiaorong Gao
2007	A*	`conf`	Generalized Additive Bayesian Network Classifiers. IJCAI Jianguo Li, Changshui Zhang, Tao Wang, Yimin Zhang
2007	—	`conf`	Interactive Visual Object Extraction Based on Belief Propagation. MMM (1) Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang
2007	—	`conf`	Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. ACCV (1) Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang
2007	A	`conf`	Multi-Pitch Estimation Based on Partial Event and Support Transfer. ICME Zhiyao Duan, Dan Zhang, Changshui Zhang, Zhenwei Shi
2007	A*	`conf`	Multilevel Belief Propagation for Fast Inference on Markov Random Fields. ICDM Liang Xiong, Fei Wang, Changshui Zhang
2007	A*	`conf`	Neighborhood MinMax Projections. IJCAI Feiping Nie, Shiming Xiang, Changshui Zhang
2007	J	`jnl`	Nonlinear innovation to blind source separation. Neurocomputing Zhenwei Shi, Changshui Zhang
2007	A*	`conf`	Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. CVPR Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2007	A	`conf`	Ranking with semi-supervised distance metric learning and its application to housing potential estimation. CIKM Yangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong
2007	A*	`conf`	Regularized clustering for documents. SIGIR Fei Wang, Changshui Zhang, Tao Li
2007	J	`jnl`	Robust self-tuning semi-supervised learning. Neurocomputing Fei Wang, Changshui Zhang
2007	A	`conf`	Semi-Supervised Mean Fields. AISTATS Fei Wang, Shijun Wang, Changshui Zhang, Ole Winther
2007	—	`conf`	Semi-Supervised Music Genre Classification. ICASSP (2) Yangqiu Song, Changshui Zhang, Shiming Xiang
2007	J	`jnl`	Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation. Neurocomputing Zhenwei Shi, Changshui Zhang
2007	—	`conf`	Semi-definite Manifold Alignment. ECML Liang Xiong, Fei Wang, Changshui Zhang
2007	—	`conf`	Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships. ICDM Workshops Shouchun Chen, Fei Wang, Changshui Zhang
2007	—	`conf`	Smoothness Maximization via Gradient Descents. ICASSP (2) Bin Zhao, Fei Wang, Changshui Zhang
2007	J	`jnl`	The Selective Random Subspace Predictor for Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. Shiliang Sun, Changshui Zhang
2006	—	`conf`	A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of MR Brain Images. CVPR Workshops Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang
2006	A	`conf`	A Random Walks Method for Text Classification. SDM Yunpeng Xu, Xing Yi, Changshui Zhang
2006	J	`jnl`	A bayesian network approach to traffic flow forecasting. IEEE Trans. Intell. Transp. Syst. Shiliang Sun, Changshui Zhang, Guoqiang Yu
2006	J	`jnl`	Adaptive feature extraction for EEG signal classification. Medical Biol. Eng. Comput. Shiliang Sun, Changshui Zhang
2006	J	`jnl`	An optimal kernel feature extractor and its application to EEG signal classification. Neurocomputing Shiliang Sun, Changshui Zhang
2006	J	`jnl`	Classification of gene-expression data: The manifold-based metric learning way. Pattern Recognit. Jianguo Lee, Changshui Zhang
2006	—	`conf`	Contour Matching Based on Belief Propagation. ACCV (2) Shiming Xiang, Feiping Nie, Changshui Zhang
2006	—	`conf`	Estimating Fractal Intrinsic Dimension from the Neighborhood. ISNN (1) Qutang Cai, Changshui Zhang
2006	—	`conf`	Exemplar-Based Human Contour Tracking. ACCV (1) Shiming Xiang, Feiping Nie, Changshui Zhang
2006	J	`jnl`	Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs. IEEE Trans. Biomed. Eng. Zhonglin Lin, Changshui Zhang, Wei Wu, Xiaorong Gao
2006	J	`jnl`	Gaussian moments for noisy complexity pursuit. Neurocomputing Zhenwei Shi, Changshui Zhang
2006	J	`jnl`	Generalized Manifold-Ranking-Based Image Retrieval. IEEE Trans. Image Process. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
2006	—	`conf`	Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. SSPR/SPR Yangqiu Song, Changshui Zhang, Jianguo Lee
2006	A*	`conf`	Label propagation through linear neighborhoods. ICML Fei Wang, Changshui Zhang
2006	B	`conf`	Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition. IJCNN Zhonglin Lin, Changshui Zhang, Xiaorong Gao
2006	J	`jnl`	Manifold-Ranking-Based Keyword Propagation for Image Retrieval. EURASIP J. Adv. Signal Process. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Hong-Jiang Zhang, Changshui Zhang
2006	—	`conf`	Semi-Supervised Classification Using Linear Neighborhood Propagation. CVPR (1) Fei Wang, Changshui Zhang, Helen C. Shen, Jingdong Wang
2006	—	`conf`	Spline Embedding for Nonlinear Dimensionality Reduction. ECML Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang
2006	—	`conf`	Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. ACCV (1) Shiming Xiang, Feiping Nie, Changshui Zhang
2005	—	`conf`	A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech. ICAPR (1) Yunpeng Xu, Changshui Zhang, Naijiang Lu
2005	—	`conf`	A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. MLDM Shiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu
2005	—	`conf`	A Unified Optimization Based Learning Method for Image Retrieval. CVPR (2) Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang
2005	J	`jnl`	Active curve axis Gaussian mixture models. Pattern Recognit. Baibo Zhang, Changshui Zhang, Xing Yi
2005	—	`conf`	Assessing features for electroencephalographic signal categorization. ICASSP (5) Shiliang Sun, Changshui Zhang
2005	—	`conf`	Boosting GMM and Its Two Applications. Multiple Classifier Systems Fei Wang, Changshui Zhang, Naijiang Lu
2005	—	`conf`	Boosting Web Image Search by Co-Ranking. ICASSP (2) Jingrui He, Changshui Zhang, Nanyuan Zhao, Hanghang Tong
2005	—	`ed.`	Computer Vision for Biomedical Image Applications, First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings CVBIA Yanxi Liu, Tianzi Jiang, Changshui Zhang
2005	J	`jnl`	Exploring the structure of supervised data by Discriminant Isometric Mapping. Pattern Recognit. Shifeng Weng, Changshui Zhang, Zhonglin Lin
2005	—	`conf`	Fault-Tolerant EM Algorithm for GMM in Sensor Networks. DMIN Yinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu
2005	—	`conf`	Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback. CIS (1) Rui Ma, Yaxuan Qi, Changshui Zhang, Jiaxin Wang
2005	—	`conf`	Finite Mixture Models with Negative Components. MLDM Baibo Zhang, Changshui Zhang
2005	A*	`conf`	Graph based multi-modality learning. ACM Multimedia Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma
2005	—	`conf`	Importance Feature Sampling in Random Subspace. VISION Rongbin Liu, Changshui Zhang, Yinglong Xia
2005	B	`conf`	Learning No-Reference Quality Metric by Examples. MMM Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma
2005	B	`conf`	Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. Discovery Science Shiliang Sun, Changshui Zhang
2005	B	`conf`	Learning probability density functions from marginal distributions with applications to Gaussian mixtures. IJCNN Qutang Cai, Changshui Zhang, Chunyi Peng
2005	—	`conf`	Mixture Random Effect Model Based Meta-analysis for Medical Data Mining. MLDM Yinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li
2005	—	`conf`	Multi-view EM Algorithm for Finite Mixture Models. ICAPR (1) Xing Yi, Yunpeng Xu, Changshui Zhang
2005	—	`conf`	Multiple random walk and its application in content-based image retrieval. Multimedia Information Retrieval Jingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang
2005	B	`conf`	Network Boosting for BCI Applications. Discovery Science Shijun Wang, Zhonglin Lin, Changshui Zhang
2005	—	`conf`	Network Game and Boosting. ECML Shijun Wang, Changshui Zhang
2005	B	`conf`	New boosting methods of Gaussian processes for regression. IJCNN Yangqiu Song, Changshui Zhang
2005	—	`conf`	On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces. FSKD (2) Shiliang Sun, Changshui Zhang, Naijiang Lu
2005	—	`conf`	On the Scale-Free Intersection Graphs. ICCSA (2) Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li
2005	—	`conf`	Separation of Music Signals by Harmonic Structure Modeling. NIPS Yungang Zhang, Changshui Zhang
2005	A	`conf`	Separation of Voice and Music by Harmonic Structure Stability Analysis. ICME Yungang Zhang, Changshui Zhang
2005	—	`conf`	Spectral Clustering for Time Series. ICAPR (1) Fei Wang, Changshui Zhang
2005	B	`conf`	Spectral feature analysis. IJCNN Fei Wang, Jingdong Wang, Changshui Zhang
2005	—	`conf`	Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor. ICANN (2) Shiliang Sun, Changshui Zhang, Yi Zhang
2005	—	`conf`	Type II Topological Logic C FSKD (1) Yalin Zheng, Changshui Zhang, Yinglong Xia
2005	—	`conf`	Type-I Topological Logic C FSKD (1) Yalin Zheng, Changshui Zhang, Xin Yao
2005	—	`conf`	Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting. ICNC (2) Shiliang Sun, Changshui Zhang
2005	J	`jnl`	Visual object recognition using probabilistic kernel subspace similarity. Pattern Recognit. Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian
2004	—	`conf`	A New Adaptive Self-Organizing Map. ISNN (1) Shifeng Weng, Fai Wong, Changshui Zhang
2004	—	`conf`	Active Morphable Model: An Efficient Method for Face Analysis. FGR Xun Xu, Changshui Zhang, Thomas S. Huang
2004	—	`conf`	Automatic Peak Number Detection in Image Symmetry Analysis. PCM (3) Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
2004	—	`conf`	Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data. ECML Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao
2004	A	`conf`	Blur detection for digital images using wavelet transform. ICME Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
2004	—	`conf`	Classification of Digital Photos Taken by Photographers or Home Users. PCM (1) Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang
2004	—	`conf`	Classifier Combination based on Active Learning. ICPR (1) Xing Yi, Zhongbao Kou, Changshui Zhang
2004	J	`jnl`	Competitive EM algorithm for finite mixture models. Pattern Recognit. Baibo Zhang, Changshui Zhang, Xing Yi
2004	J	`jnl`	Distance metric learning by knowledge embedding. Pattern Recognit. Yungang Zhang, Changshui Zhang, David Zhang
2004	J	`jnl`	Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)]. Pattern Recognit. Yungang Zhang, Changshui Zhang, David Zhang
2004	B	`conf`	Extended Nearest Feature Line Classifier. PRICAI Yonglei Zhou, Changshui Zhang, Jingchun Wang
2004	B	`conf`	Learning probabilistic kernel feature subspace with side-information for classification. IJCNN Jianguo Lee, Changshui Zhang, Zhaoqi Bian
2004	—	`conf`	Learning the Supervised NLDR Mapping for Classification. ISNN (1) Zhonglin Lin, Shifeng Weng, Changshui Zhang, Naijiang Lu, Zhimin Xia
2004	B	`conf`	Mamdanian logic. FUZZ-IEEE Yalin Zheng, Changshui Zhang, Xing Yi
2004	A*	`conf`	Manifold-ranking based image retrieval. ACM Multimedia Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
2004	—	`conf`	Mean version space: a new active learning method for content-based image retrieval. Multimedia Information Retrieval Jingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
2004	A	`conf`	Multi-view EM algorithm and its application to color image segmentation. ICME Xing Yi, Changshui Zhang, Jingdong Wang
2004	B	`conf`	No-reference quality assessment for JPEG2000 compressed images. ICIP Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
2004	A*	`conf`	Probabilistic tangent subspace: a unified view. ICML Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian
2004	—	`conf`	Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval. PCM (2) Jingrui He, Mingjing Li, Zhiwei Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
2004	J	`jnl`	Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction. Pattern Recognit. Changshui Zhang, Jun Wang, Nanyuan Zhao, David Zhang
2004	—	`conf`	Relevant Linear Feature Extraction Using Side-information and Unlabeled Data. ICPR (3) Fei Wu, Yonglei Zhou, Changshui Zhang
2004	B	`conf`	Self-enhanced relevant component analysis with side-information and unlabeled data. IJCNN Fei Wu, Yonglei Zhou, Changshui Zhang
2004	—	`conf`	Session Identification Based on Time Interval in Web Log Mining. IIP Like Zhuang, Zhongbao Kou, Changshui Zhang
2004	—	`conf`	Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data. ISNN (2) Changshui Zhang, Shiliang Sun, Guoqiang Yu
2004	—	`conf`	Switching ARIMA model based forecasting for traffic flow. ICASSP (2) Guoqiang Yu, Changshui Zhang
2004	B	`conf`	Symmetry feature in content-based image retrieval. ICIP Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang
2004	—	`conf`	Tunable Nearest Neighbor Classifier. DAGM-Symposium Yonglei Zhou, Changshui Zhang, Jingchun Wang
2004	—	`conf`	W-Boost and Its Application to Web Image Classification. ICPR (1) Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang
2003	—	`conf`	A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures. ECAL Ban Tao, Changshui Zhang, Shu Wei
2003	A	`conf`	An Analytical Mapping for LLE and Its Application in Multi-Pose Face Synthesis. BMVC Jun Wang, Changshui Zhang, Zhongbao Kou
2003	—	`conf`	Clustering in Knowledge Embedded Space. ECML Yungang Zhang, Changshui Zhang, Shijun Wang
2003	—	`conf`	Color Image Segmentation: Kernel Do the Feature Space. ECML Jianguo Lee, Jingdong Wang, Changshui Zhang
2003	B	`conf`	Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction. Discovery Science Zhongbao Kou, Ban Tao, Changshui Zhang
2003	A	`conf`	Kernel GMM and its application to image binarization. ICME Jingdong Wang, Jianguo Lee, Changshui Zhang
2003	B	`conf`	Kernel Trick Embedded Gaussian Mixture Model. ALT Jingdong Wang, Jianguo Lee, Changshui Zhang
2002	—	`conf`	Hierarchical Shape Modeling for Automatic Face Localization. ECCV (2) Ce Liu, Heung-Yeung Shum, Changshui Zhang
2001	—	`conf`	A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model. CVPR (1) Ce Liu, Heung-Yeung Shum, Changshui Zhang
2001	—	`conf`	Automated Cartridge Identification for Firearm Authentication. CVPR (1) Jie Zhou, Le-ping Xin, Dashan Gao, Changshui Zhang, David Zhang
2001	—	`conf`	Palmprint recognition using crease. ICIP (3) Jun Chen, Changshui Zhang, Gang Rong
2000	A*	`conf`	A Novel Algorithm for Rotated Human Face Detection. CVPR Xiao-Guang Lv, Jie Zhou, Changshui Zhang
2000	B	`conf`	AR model for keystroker verification. SMC Changshui Zhang, Yanhua Sun
1998	B	`conf`	A fully automated face recognition system under different conditions. ICPR Hui Peng, Changshui Zhang, Zhaoqi Bian