Chang-Shui Zhang

Most-cited papers

A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training
Runpeng Cui, Hu Liu, Chang-Shui Zhang
2019IEEE transactions on multimedia416 citations
Semantic Scholar
Weakly Supervised Contrastive Learning
Mingkai Zheng, Fei Wang, Shan You, Chen Qian +3 more
2021IEEE International Conference on Computer Vision169 citations Open access
Semantic Scholar
Sparse DNNs with Improved Adversarial Robustness
Yiwen Guo, Chao Zhang, Chang-Shui Zhang, Yurong Chen
2018Neural Information Processing Systems169 citations
Semantic Scholar
GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet
Shan You, Tao Huang, Mingming Yang, Fei Wang +2 more
2020Computer Vision and Pattern Recognition161 citations Open access
Semantic Scholar
ReSSL: Relational Self-Supervised Learning with Weak Augmentation
Mingkai Zheng, Shan You, Fei Wang, C. Qian +3 more
2021Neural Information Processing Systems150 citations
Semantic Scholar
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space
Shangchen Du, Shan You, Xiaojie Li, Jian-Long Wu +3 more
2020Neural Information Processing Systems146 citations
Semantic Scholar
Learning from Very Few Samples: A Survey
Jiang Lu, Ping-Hua Gong, Jie-Ping Ye, Chang-Shui Zhang
2020arXiv.org124 citations
Semantic Scholar
Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks
Yiwen Guo, Ziang Yan, Chang-Shui Zhang
2019Neural Information Processing Systems122 citations
Semantic Scholar
Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning
Sen Cui, Wei-Shen Pan, Jian Liang, Chang-Shui Zhang +1 more
2021Neural Information Processing Systems115 citations
Semantic Scholar
Supplementary Material for Few Sample Knowledge Distillation for Efﬁcient Network Compression
Tianhong Li, Jianguo Li, Zhuang Liu, Chang-Shui Zhang
2020108 citations
Semantic Scholar
Learning a Proposal Classifier for Multiple Object Tracking
Peng Dai, Renliang Weng, Wongun Choi, Chang-Shui Zhang +2 more
2021Computer Vision and Pattern Recognition107 citations Open access
Semantic Scholar
Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding
Zhong Cao, Jiang Lu, Sen Cui, Chang-Shui Zhang
2020Pattern Recognition105 citations
Semantic Scholar
Boosting Semantic Human Matting With Coarse Annotations
Jin-Lin Liu, Yuan Yao, Wen-Di Hou, Miaomiao Cui +3 more
2020Computer Vision and Pattern Recognition102 citations Open access
Semantic Scholar
Robust Few-Shot Learning for User-Provided Data
Jiang Lu, Sheng Jin, Jian Liang, Chang-Shui Zhang
2020IEEE Transactions on Neural Networks and Learning Systems62 citations
Semantic Scholar
Prioritized Architecture Sampling with Monto-Carlo Tree Search
Xiu Su, Tao Huang, Yanxi Li, Shan You +4 more
2021Computer Vision and Pattern Recognition58 citations
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Vision Transformer Architecture Search
Xiu Su, Shan You, Ji-Yang Xie, Mingkai Zheng +5 more
2021European Conference on Computer Vision58 citations Open access
Semantic Scholar
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
Nan Jiang, Sheng Jin, Zhi-Yao Duan, Chang-Shui Zhang
2020AAAI Conference on Artificial Intelligence58 citations Open access
Semantic Scholar
Audio–Visual Deep Clustering for Speech Separation
Rui Lu, Zhi-Yao Duan, Chang-Shui Zhang
2019IEEE/ACM Transactions on Audio Speech and Language Processing52 citations Open access
Semantic Scholar
An Accelerated Linearly Convergent Stochastic L-BFGS Algorithm
Daqing Chang, Shiliang Sun, Chang-Shui Zhang
2019IEEE Transactions on Neural Networks and Learning Systems48 citations
Semantic Scholar
Listen and Look: Audio–Visual Matching Assisted Speech Source Separation
Rui Lu, Zhi-Yao Duan, Chang-Shui Zhang
2018IEEE Signal Processing Letters48 citations Open access
Semantic Scholar
Locally Free Weight Sharing for Network Width Search
Xiu Su, Shan You, Tao Huang, Fei Wang +3 more
2021International Conference on Learning Representations46 citations
Semantic Scholar
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition
Wei-Shen Pan, Sen Cui, J. Bian, Chang-Shui Zhang +1 more
2021Knowledge Discovery and Data Mining43 citations Open access
Semantic Scholar
Sparse Coding with Gated Learned ISTA
Kailun Wu, Yiwen Guo, Ziang Li, Chang-Shui Zhang
2020International Conference on Learning Representations43 citations
Semantic Scholar
BCNet: Searching for Network Width with Bilaterally Coupled Network
Xiu Su, Shan You, Fei Wang, C. Qian +2 more
2021Computer Vision and Pattern Recognition42 citations
Semantic Scholar
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets
Xiu Su, Shan You, Mingkai Zheng, Fei Wang +3 more
2021International Conference on Machine Learning41 citations
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CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
Wenzheng Hu, Zhengping Che, Ning Liu, Mingyang Li +3 more
2021IEEE Transactions on Neural Networks and Learning Systems36 citations Open access
Semantic Scholar
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues
Xintong Yu, Hong-Ming Zhang, Yang-Qiu Song, Yan Song +1 more
2019Conference on Empirical Methods in Natural Language Processing36 citations Open access
Semantic Scholar
CoDriver ETA: Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task
Yi-Wen Sun, Kun Fu, Zheng Wang, Donghua Zhou +3 more
2022IEEE transactions on intelligent transportation systems (Print)35 citations
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Collaboration Equilibrium in Federated Learning
Sen Cui, Jian Liang, Wei-Shen Pan, Kun Chen +2 more
2021Knowledge Discovery and Data Mining35 citations Open access
Semantic Scholar
Reborn Filters: Pruning Convolutional Neural Networks with Limited Data
Ye-Hui Tang, Shan You, Chang Xu, Jin Han +4 more
2020AAAI Conference on Artificial Intelligence33 citations Open access
Semantic Scholar
Sill-Net: Feature Augmentation with Separated Illumination Representation
Hanwang Zhang, Zhong Cao, Ziang Yan, Chang-Shui Zhang
2021arXiv.org29 citations
Semantic Scholar
Deep Gesture Video Generation With Learning on Regions of Interest
Runpeng Cui, Zhong Cao, Wei-Shen Pan, Chang-Shui Zhang +1 more
2020IEEE transactions on multimedia29 citations
Semantic Scholar
Leveraging mixed and incomplete outcomes via reduced-rank modeling
Chong-Liang Luo, Jian Liang, Gen Li, Fei Wang +3 more
2018Journal of Multivariate Analysis29 citations Open access
Semantic Scholar
Compressing Deep Neural Networks With Sparse Matrix Factorization
Kailun Wu, Yiwen Guo, Chang-Shui Zhang
2019IEEE Transactions on Neural Networks and Learning Systems27 citations
Semantic Scholar
Rethinking Audio-Visual Synchronization for Active Speaker Detection
Abudukelimu Wuerkaixi, You Zhang, Zhi-Yao Duan, Chang-Shui Zhang
2022International Workshop on Machine Learning for Signal Processing26 citations Open access
Semantic Scholar
GreedyNASv2: Greedier Search with a Greedy Path Filter
Tao Huang, Shan You, Fei Wang, Chen Qian +3 more
2021Computer Vision and Pattern Recognition25 citations Open access
Semantic Scholar
Leaf vein segmentation with self-supervision
Lei Li, Wenzheng Hu, Jiang Lu, Chang-Shui Zhang
2022Computers and Electronics in Agriculture24 citations
Semantic Scholar
Intention-Related Natural Language Grounding via Object Affordance Detection and Intention Semantic Extraction
Jinpeng Mi, Hongzhuo Liang, Nikolaos Katsakis, Song Tang +3 more
2020Frontiers in Neurorobotics21 citations Open access
Semantic Scholar
Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples
Ziang Yan, Yiwen Guo, Jian Liang, Chang-Shui Zhang
2021International Conference on Learning Representations20 citations
Semantic Scholar
Recent Advances in Large Margin Learning
Yiwen Guo, Chang-Shui Zhang
2021IEEE Transactions on Pattern Analysis and Machine Intelligence19 citations Open access
Semantic Scholar
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
Song Tang, Yan Yang, Zhiyuan Ma, N. Hendrich +4 more
2021arXiv.org19 citations
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VD-PCR: Improving visual dialog with pronoun coreference resolution
Xintong Yu, Hongming Zhang, Ruixin Hong, Yang-Qiu Song +1 more
2022Pattern Recognition18 citations Open access
Semantic Scholar
Road Network Metric Learning for Estimated Time of Arrival
Yiwen Sun, Kun Fu, Zheng Wang, Chang-Shui Zhang +1 more
2020International Conference on Pattern Recognition18 citations Open access
Semantic Scholar
FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention
Yiwen Sun, Yu-Lu Wang, Kun Fu, Zheng Wang +3 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing18 citations
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Hierarchical automatic curriculum learning: Converting a sparse reward navigation task into dense reward
Nan Jiang, Sheng Jin, Chang-Shui Zhang
2019Neurocomputing17 citations
Semantic Scholar
DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker Diarization
Abudukelimu Wuerkaixi, Kunda Yan, You Zhang, Zhi-Yao Duan +1 more
2022IEEE International Workshop on Multimedia Signal Processing15 citations
Semantic Scholar
Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility
Sen Cui, Wei-Shen Pan, Chang-Shui Zhang, Fei Wang
2020Knowledge Discovery and Data Mining15 citations Open access
Semantic Scholar
Adversarial Margin Maximization Networks
Ziang Yan, Yiwen Guo, Chang-Shui Zhang
2019IEEE Transactions on Pattern Analysis and Machine Intelligence15 citations Open access
Semantic Scholar
Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment
Sen Cui, Wei-Shen Pan, Chang-Shui Zhang, Fei Wang
2023IEEE Transactions on Pattern Analysis and Machine Intelligence14 citations Open access
Semantic Scholar
Searching for Network Width With Bilaterally Coupled Network
Xiu Su, Shan You, Ji-Yang Xie, Fei Wang +3 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence14 citations Open access
Semantic Scholar