Chen, Cheng

51 publications

NeurIPS 2025 A Near-Optimal, Scalable and Parallelizable Framework for Stochastic Bandits Robust to Adversarial Corruptions and Beyond Zicheng Hu, Cheng Chen

ICML 2025 ADHMR: Aligning Diffusion-Based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen, Wanqi Yin, Xiaofeng Yang, Cheng Chen, Chaoyue Song, Zhongang Cai, Lei Yang, Hao Wang, Guosheng Lin

CVPR 2025 BlueLM-V-3b: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices Xudong Lu, Yinghao Chen, Cheng Chen, Hui Tan, Boheng Chen, Yina Xie, Rui Hu, Guanxin Tan, Renshou Wu, Yan Hu, Yi Zeng, Lei Wu, Liuyang Bian, Zhaoxiong Wang, Long Liu, Yanzhou Yang, Han Xiao, Aojun Zhou, Yafei Wen, Xiaoxin Chen, Shuai Ren, Hongsheng Li

CVPR 2025 CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images Cheng Chen, Jiacheng Wei, Tianrun Chen, Chi Zhang, Xiaofeng Yang, Shangzhan Zhang, Bingchen Yang, Chuan-Sheng Foo, Guosheng Lin, Qixing Huang, Fayao Liu

ICLRW 2025 Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals Cheng Chen, Haiyan Yin, Ivor Tsang

ICML 2025 Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme Ruofeng Yang, Bo Jiang, Cheng Chen, Shuai Li

MLJ 2025 Panda: Partially Approximate Newton Methods for Distributed Minimax Optimization with Unbalanced Dimensions Minheng Xiao, Chengchang Liu, Cheng Chen, John C. S. Lui, Sen Na

CVPR 2025 Provoking Multi-Modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning Cheng Chen, Yunpeng Zhai, Yifan Zhao, Jinyang Gao, Bolin Ding, Jia Li

TMLR 2025 Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies Cheng Chen, Atsushi Nitanda, Ivor Tsang

NeurIPS 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models Cheng Chen, Junchen Zhu, Xu Luo, Heng Tao Shen, Jingkuan Song, Lianli Gao

ICLR 2024 Fast Updating Truncated SVD for Representation Learning with Sparse Matrices Haoran Deng, Yang Yang, Jiahe Li, Cheng Chen, Weihao Jiang, Shiliang Pu

NeurIPS 2024 Few-Shot Diffusion Models Escape the Curse of Dimensionality Ruofeng Yang, Bo Jiang, Cheng Chen, Ruinan Jin, Baoxiang Wang, Shuai Li

ECCV 2024 Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin

ECML-PKDD 2024 Low-Hanging Fruit: Knowledge Distillation from Noisy Teachers for Open Domain Spoken Language Understanding Cheng Chen, Bowen Xing, Ivor W. Tsang

AAAI 2024 Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales Dapeng Zhi, Peixin Wang, Cheng Chen, Min Zhang

CVPR 2024 Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior Cheng Chen, Xiaofeng Yang, Fan Yang, Chengzeng Feng, Zhoujie Fu, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu

ICML 2024 Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization Zhuanghua Liu, Cheng Chen, Luo Luo, Bryan Kian Hsiang Low

TMLR 2023 Assisted Learning for Organizations with Limited Imbalanced Data Cheng Chen, Jiaying Zhou, Jie Ding, Yi Zhou

NeurIPS 2023 Block Broyden's Methods for Solving Nonlinear Equations Chengchang Liu, Cheng Chen, Luo Luo, John C.S. Lui

NeurIPS 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks Jiaxu Tian, Dapeng Zhi, Si Liu, Peixin Wang, Cheng Chen, Min Zhang

ICCV 2023 CauSSL: Causality-Inspired Semi-Supervised Learning for Medical Image Segmentation Juzheng Miao, Cheng Chen, Furui Liu, Hao Wei, Pheng-Ann Heng

CVPR 2023 HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang

ICCVW 2023 IFPNet: Integrated Feature Pyramid Network with Fusion Factor for Lane Detection Zinan Lv, Dong Han, Wenzhe Wang, Cheng Chen

ECML-PKDD 2023 Real: A Representative Error-Driven Approach for Active Learning Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du

NeurIPS 2023 Uncertainty Estimation for Safety-Critical Scene Segmentation via Fine-Grained Reward Maximization Hongzheng Yang, Cheng Chen, Yueyao Chen, Scheppach, Hon Chi Yip, Dou Qi

NeurIPS 2022 Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization Luo Luo, Yujun Li, Cheng Chen

ECCV 2022 Manifold Adversarial Learning for Cross-Domain 3D Shape Representation Hao Huang, Cheng Chen, Yi Fang

ICML 2022 Online Active Regression Cheng Chen, Yi Li, Yiming Sun

AAAI 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao

AAAI 2022 Simultaneously Learning Stochastic and Adversarial Bandits Under the Position-Based Model Cheng Chen, Canzhe Zhao, Shuai Li

AAAI 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng

CVPR 2022 UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu

AAAI 2021 C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

CVPR 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng

AAAI 2021 Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye

NeurIPS 2020 Efficient Projection-Free Algorithms for Saddle Point Problems Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu

AISTATS 2020 Efficient Spectrum-Revealing CUR Matrix Decomposition Cheng Chen, Ming Gu, Zhihua Zhang, Weinan Zhang, Yong Yu

IJCAI 2020 Efficient and Robust High-Dimensional Linear Contextual Bandits Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu, Yijiang Lian

JMLR 2019 Robust Frequent Directions with Application in Online Learning Luo Luo, Cheng Chen, Zhihua Zhang, Wu-Jun Li, Tong Zhang

AAAI 2019 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

ICCVW 2019 The Seventh Visual Object Tracking VOT2019 Challenge Results Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhenhua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou

IJCAI 2018 Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng

IJCAI 2017 Tag-Aware Personalized Recommendation Using a Hybrid Deep Model Zhenghua Xu, Thomas Lukasiewicz, Cheng Chen, Yishu Miao, Xiangwu Meng

CVPR 2012 We Are Not Contortionists: Coupled Adaptive Learning for Head and Body Orientation Estimation in Surveillance Video Cheng Chen, Jean-Marc Odobez

CVPR 2011 Simulating Human Saccadic Scanpaths on Natural Images Wei Wang, Cheng Chen, Yizhou Wang, Tingting Jiang, Fang Fang, Yuan Yao

CVPRW 2010 Door Detection via Signage Context-Based Hierarchical Compositional Model Cheng Chen, Yingli Tian

ICCVW 2009 Combining Spatial and Temporal Priors for Articulated Human Tracking with Online Learning Cheng Chen, Guoliang Fan

ICCV 2009 Component Analysis Approach to Estimation of Tissue Intensity Distributions of 3D Images Arridhana Ciptadi, Cheng Chen, Vitali Zagorodnov

CVPR 2008 Adaptive and Compact Shape Descriptor by Progressive Feature Combination and Selection with Boosting Cheng Chen, Yueting Zhuang, Jun Xiao, Fei Wu

CVPR 2008 Hybrid Body Representation for Integrated Pose Recognition, Localization and Segmentation Cheng Chen, Guoliang Fan

ICCV 2007 Efficient Silhouette Extraction with Dynamic Viewpoint Yueting Zhuang, Cheng Chen