Deng, Cheng

98 publications

ICLR 2025 CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement Aming Wu, Cheng Deng

AAAI 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning Kun Wei, Zhe Xu, Cheng Deng

NeurIPS 2025 Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled Streams Donghao Sun, Xi Wang, Xu Yang, Kun Wei, Cheng Deng

WACV 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning Yanan Gu, Muli Yang, Xu Yang, Kun Wei, Hongyuan Zhu, Gabriel James Goenawan, Cheng Deng

AAAI 2025 Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World Chenyu Mu, Jiahua Li, Kun Wei, Cheng Deng

IJCAI 2025 In-Context Learning Demonstration Generation with Text Distillation Wuyuqing Wang, Erkun Yang, Zilan Zhou, Cheng Deng

NeurIPS 2025 MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework Qirui Mi, Mengyue Yang, Xiangning Yu, Zhiyu Zhao, Cheng Deng, Bo An, Haifeng Zhang, Xu Chen, Jun Wang

ICCV 2025 Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels Chenyu Mu, Yijun Qu, Jiexi Yan, Erkun Yang, Cheng Deng

ICLR 2025 NovelQA: Benchmarking Question Answering on Documents Exceeding 200k Tokens Cunxiang Wang, Ruoxi Ning, Boqi Pan, Tonghui Wu, Qipeng Guo, Cheng Deng, Guangsheng Bao, Xiangkun Hu, Zheng Zhang, Qian Wang, Yue Zhang

IJCAI 2025 Outstanding Orthodontist: No More Artifactual Teeth in Talking Face Zibo Su, Ziqi Zhang, Kun Wei, Xu Yang, Cheng Deng

CVPR 2025 Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection Aming Wu, Cheng Deng

CVPR 2025 Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding Yuxuan Wang, Aming Wu, Muli Yang, Yukuan Min, Yihang Zhu, Cheng Deng

NeurIPS 2025 Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng Deng

IJCAI 2025 Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation Moqi Li, Xu Yang, Cheng Deng

ICLR 2025 Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng Deng

ICCV 2025 VGMamba: Attribute-to-Location Clue Reasoning for Quantity-Agnostic 3D Visual Grounding Yihang Zhu, Jinhao Zhang, Yuxuan Wang, Aming Wu, Cheng Deng

ICCV 2025 Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation Yukuan Min, Muli Yang, Jinhao Zhang, Yuxuan Wang, Aming Wu, Cheng Deng

CVPR 2024 A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability Xu Yang, Xuan Chen, Moqi Li, Kun Wei, Cheng Deng

NeurIPS 2024 ACFun: Abstract-Concrete Fusion Facial Stylization Jiapeng Ji, Kun Wei, Ziqi Zhang, Cheng Deng

AAAI 2024 Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval Zhihui Yin, Jiexi Yan, Chenghao Xu, Cheng Deng

ICML 2024 DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang

AAAI 2024 Dynamic Reactive Spiking Graph Neural Network Han Zhao, Xu Yang, Cheng Deng, Junchi Yan

CVPR 2024 Long-Tail Class Incremental Learning via Independent Sub-Prototype Construction Xi Wang, Xu Yang, Jie Yin, Kun Wei, Cheng Deng

ICLR 2024 Modulated Phase Diffusor: Content-Oriented Feature Synthesis for Detecting Unknown Objects Aming Wu, Cheng Deng

IJCAI 2024 Navigating Continual Test-Time Adaptation with Symbiosis Knowledge Xu Yang, Moqi Li, Jie Yin, Kun Wei, Cheng Deng

ICML 2024 Retrieval Across Any Domains via Large-Scale Pre-Trained Model Jiexi Yan, Zhihui Yin, Chenghao Xu, Cheng Deng, Heng Huang

CVPR 2024 Robust Noisy Correspondence Learning with Equivariant Similarity Consistency Yuchen Yang, Likai Wang, Erkun Yang, Cheng Deng

CVPR 2024 Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation Fuli Wan, Han Zhao, Xu Yang, Cheng Deng

CVPR 2023 Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery Muli Yang, Liancheng Wang, Cheng Deng, Hanwang Zhang

ICCV 2023 Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects Aming Wu, Da Chen, Cheng Deng

CVPR 2023 Discriminating Known from Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoder Aming Wu, Cheng Deng

ICCV 2023 Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation Yukuan Min, Aming Wu, Cheng Deng

IJCAI 2023 Exploring Safety Supervision for Continual Test-Time Domain Adaptation Xu Yang, Yanan Gu, Kun Wei, Cheng Deng

IJCAI 2023 Hierarchical Prompt Learning for Compositional Zero-Shot Recognition Henan Wang, Muli Yang, Kun Wei, Cheng Deng

AAAI 2023 Similarity Distribution Based Membership Inference Attack on Person Re-Identification Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao

IJCAI 2022 Attention-Guided Contrastive Hashing for Long-Tailed Image Retrieval Xuan Kou, Chenghao Xu, Xu Yang, Cheng Deng

CVPR 2022 Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery Muli Yang, Yuehua Zhu, Jiaping Yu, Aming Wu, Cheng Deng

NeurIPS 2022 MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning Jiexi Yan, Erkun Yang, Cheng Deng, Heng Huang

CVPR 2022 Mutual Quantization for Cross-Modal Search with Noisy Labels Erkun Yang, Dongren Yao, Tongliang Liu, Cheng Deng

CVPR 2022 Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning Jiexi Yan, Lei Luo, Chenghao Xu, Cheng Deng, Heng Huang

CVPR 2022 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency Yanan Gu, Xu Yang, Kun Wei, Cheng Deng

NeurIPS 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-Supervised Learning Yingbin Bai, Erkun Yang, Zhaoqing Wang, Yuxuan Du, Bo Han, Cheng Deng, Dadong Wang, Tongliang Liu

CVPR 2022 Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li, Xu Yang, Kun Wei, Cheng Deng, Muli Yang

CVPR 2022 Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation Aming Wu, Cheng Deng

ICCV 2021 Adversarial Attack on Deep Cross-Modal Hamming Retrieval Chao Li, Shangqian Gao, Cheng Deng, Wei Liu, Heng Huang

JMLR 2021 Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity Bin Gu, Xiyuan Wei, Shangqian Gao, Ziran Xiong, Cheng Deng, Heng Huang

AAAI 2021 Class-Incremental Instance Segmentation via Multi-Teacher Networks Yanan Gu, Cheng Deng, Kun Wei

IJCAI 2021 Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng

AAAI 2021 Generalized Zero-Shot Learning via Disentangled Representation Xiangyu Li, Zhe Xu, Kun Wei, Cheng Deng

NeurIPS 2021 Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement Aming Wu, Suqi Zhao, Cheng Deng, Wei Liu

IJCAI 2021 Graph Debiased Contrastive Learning with Joint Representation Clustering Han Zhao, Xu Yang, Zhenru Wang, Erkun Yang, Cheng Deng

AAAI 2021 Incremental Embedding Learning via Zero-Shot Translation Kun Wei, Cheng Deng, Xu Yang, Maosen Li

CVPR 2021 Nearest Neighbor Matching for Deep Clustering Zhiyuan Dang, Cheng Deng, Xu Yang, Kun Wei, Heng Huang

AAAI 2021 Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating Qingsong Zhang, Bin Gu, Cheng Deng, Heng Huang

CVPR 2021 SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network Xu Yang, Cheng Deng, Zhiyuan Dang, Kun Wei, Junchi Yan

MLJ 2021 Triply Stochastic Gradient Method for Large-Scale Nonlinear Similar Unlabeled Classification Wanli Shi, Bin Gu, Xiang Li, Cheng Deng, Heng Huang

CVPR 2021 Unsupervised Hyperbolic Metric Learning Jiexi Yan, Lei Luo, Cheng Deng, Heng Huang

JMLR 2020 A Unified Q-Memorization Framework for Asynchronous Stochastic Optimization Bin Gu, Wenhan Xian, Zhouyuan Huo, Cheng Deng, Heng Huang

NeurIPS 2020 Adversarial Learning for Robust Deep Clustering Xu Yang, Cheng Deng, Kun Wei, Junchi Yan, Wei Liu

AAAI 2020 Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries Hao Wang, Cheng Deng, Fan Ma, Yi Yang

NeurIPS 2020 Fewer Is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies Yuehua Zhu, Muli Yang, Cheng Deng, Wei Liu

IJCAI 2020 Lifelong Zero-Shot Learning Kun Wei, Cheng Deng, Xu Yang

IJCAI 2019 Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss Feng Zheng, Cheng Deng, Heng Huang

AAAI 2019 Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval Chao Li, Cheng Deng, Lei Wang, De Xie, Xianglong Liu

NeurIPS 2019 Cross-Modal Learning with Adversarial Samples Chao Li, Shangqian Gao, Cheng Deng, De Xie, Wei Liu

IJCAI 2019 Graph Convolutional Network Hashing for Cross-Modal Retrieval Ruiqing Xu, Chao Li, Junchi Yan, Cheng Deng, Xianglong Liu

IJCAI 2019 Hypergraph Induced Convolutional Manifold Networks Taisong Jin, Liujuan Cao, Baochang Zhang, Xiaoshuai Sun, Cheng Deng, Rongrong Ji

AAAI 2019 Orthogonality-Promoting Dictionary Learning via Bayesian Inference Lei Luo, Jie Xu, Cheng Deng, Heng Huang

AAAI 2019 Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees Lei Luo, Jie Xu, Cheng Deng, Heng Huang

AAAI 2019 Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification De Xie, Cheng Deng, Hao Wang, Chao Li, Dapeng Tao

IJCAI 2019 Zero-Shot Metric Learning Xinyi Xu, Huanhuan Cao, Yanhua Yang, Erkun Yang, Cheng Deng

NeurIPS 2018 Bilevel Distance Metric Learning for Robust Image Recognition Jie Xu, Lei Luo, Cheng Deng, Heng Huang

IJCAI 2018 Complementary Binary Quantization for Joint Multiple Indexing Qiang Fu, Xu Han, Xianglong Liu, Jingkuan Song, Cheng Deng

IJCAI 2018 Deep Joint Semantic-Embedding Hashing Ning Li, Chao Li, Cheng Deng, Xianglong Liu, Xinbo Gao

IJCAI 2018 Deep View-Aware Metric Learning for Person Re-Identification Pu Chen, Xinyi Xu, Cheng Deng

AAAI 2018 Dictionary Learning in Optimal Metric Space Jiexi Yan, Cheng Deng, Xianglong Liu

ICML 2018 Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines Bin Gu, Zhouyuan Huo, Cheng Deng, Heng Huang

IJCAI 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance Jie Xu, Lei Luo, Cheng Deng, Heng Huang

AAAI 2018 New L2, 1-Norm Relaxation of Multi-Way Graph Cut for Clustering Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie

IJCAI 2018 Semantic Structure-Based Unsupervised Deep Hashing Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao

AAAI 2017 Boosting Complementary Hash Tables for Fast Nearest Neighbor Search Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li

ICCV 2017 Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang

NeurIPS 2017 Group Sparse Additive Machine Hong Chen, Xiaoqian Wang, Cheng Deng, Heng Huang

IJCAI 2017 How Unlabeled Web Videos Help Complex Event Detection? Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, Cheng Deng

NeurIPS 2017 Learning a Structured Optimal Bipartite Graph for Co-Clustering Feiping Nie, Xiaoqian Wang, Cheng Deng, Heng Huang

IJCAI 2017 Multi-Class Support Vector Machine via Maximizing Multi-Class Margins Jie Xu, Xianglong Liu, Zhouyuan Huo, Cheng Deng, Feiping Nie, Heng Huang

AAAI 2017 Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao

IJCAI 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model Jie Xu, Cheng Deng, Xinbo Gao, Dinggang Shen, Heng Huang

IJCAI 2017 Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning Wenhao Jiang, Cheng Deng, Wei Liu, Feiping Nie, Fu-Lai Chung, Heng Huang

IJCAI 2016 Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval Yadong Mu, Wei Liu, Cheng Deng, Zongting Lv, Xinbo Gao

AAAI 2016 Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang

CVPR 2016 Multilinear Hyperplane Hashing Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su, Dacheng Tao

AAAI 2016 New L1-Norm Relaxations and Optimizations for Graph Clustering Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang

ICCV 2015 Multi-View Complementary Hash Tables for Nearest Neighbor Search Xianglong Liu, Lei Huang, Cheng Deng, Jiwen Lu, Bo Lang

IJCAI 2015 Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao

AAAI 2015 Optimizing Bag Features for Multiple-Instance Retrieval Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu

CVPR 2014 Collaborative Hashing Xianglong Liu, Junfeng He, Cheng Deng, Bo Lang

ICCV 2013 Visual Reranking Through Weakly Supervised Multi-Graph Learning Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao