Wang, Yanfeng

87 publications

CVPR 2025 4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video Qiang Hu, Zihan Zheng, Houqiang Zhong, Sihua Fu, Li Song, Xiaoyun Zhang, Guangtao Zhai, Yanfeng Wang

CVPR 2025 Advancing Myopia to Holism: Fully Contrastive Language-Image Pre-Training Haicheng Wang, Chen Ju, Weixiong Lin, Shuai Xiao, Mengting Chen, Yixuan Huang, Chang Liu, Mingshuai Yao, Jinsong Lan, Ying Chen, Qingwen Liu, Yanfeng Wang

ICLR 2025 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang

ICML 2025 ConText: Driving In-Context Learning for Text Removal and Segmentation Fei Zhang, Pei Zhang, Baosong Yang, Fei Huang, Yanfeng Wang, Ya Zhang

ICCV 2025 Differential-Informed Sample Selection Accelerates Multimodal Contrastive Learning Zihua Zhao, Feng Hong, Mengxi Chen, Pengyi Chen, Benyuan Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang

ICLR 2025 Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen

ICLR 2025 Fine-Tuning with Reserved Majority for Noise Reduction Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

CVPR 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant Yikun Liu, Yajie Zhang, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiangchao Yao, Yanfeng Wang, Weidi Xie

NeurIPS 2025 Learning to Instruct for Visual Instruction Tuning Zhihan Zhou, Feng Hong, Jiaan Luo, Yushi Ye, Jiangchao Yao, Dongsheng Li, Bo Han, Ya Zhang, Yanfeng Wang

ICCV 2025 MRGen: Segmentation Data Engine for Underrepresented MRI Modalities Haoning Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie

WACV 2025 MegaFusion: Extend Diffusion Models Towards Higher-Resolution Image Generation Without Further Tuning Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang

ICML 2025 MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition Yuhuan Yang, Chaofan Ma, Zhenjie Mao, Jiangchao Yao, Ya Zhang, Yanfeng Wang

NeurIPS 2025 RAD: Towards Trustworthy Retrieval-Augmented Multi-Modal Clinical Diagnosis Haolin Li, Tianjie Dai, Zhe Chen, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang

NeurIPS 2025 SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation Zhenjie Mao, Yuhuan Yang, Chaofan Ma, Dongsheng Jiang, Jiangchao Yao, Ya Zhang, Yanfeng Wang

CVPR 2025 Towards Universal Soccer Video Understanding Jiayuan Rao, Haoning Wu, Hao Jiang, Ya Zhang, Yanfeng Wang, Weidi Xie

MLJ 2025 Uncover the Balanced Geometry in Long-Tailed Contrastive Language-Image Pretraining Zhihan Zhou, Yushi Ye, Feng Hong, Peisen Zhao, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang

NeurIPS 2025 Universal Video Temporal Grounding with Generative Multi-Modal Large Language Models Zeqian Li, Shangzhe Di, Zhonghua Zhai, Weilin Huang, Yanfeng Wang, Weidi Xie

AAAI 2025 VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression Qiang Hu, Houqiang Zhong, Zihan Zheng, Xiaoyun Zhang, Zhengxue Cheng, Li Song, Guangtao Zhai, Yanfeng Wang

CVPR 2024 Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang

ICLR 2024 An Extensible Framework for Open Heterogeneous Collaborative Perception Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Yanfeng Wang, Siheng Chen

CVPR 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang

ICLRW 2024 Collaborative LLM-Agents for Editable Driving Scene Simulation Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang

ICML 2024 Diversified Batch Selection for Training Acceleration Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor Tsang, Yanfeng Wang

ICLR 2024 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang

CVPR 2024 Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang

NeurIPSW 2024 Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen

ICLRW 2024 Enhancing Data Quality in Federated Fine-Tuning of Large Language Models Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang

ICMLW 2024 Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models Yuzhu Cai, Sheng Yin, Yuxi Wei, Chenxin Xu, Weibo Mao, Felix Juefei-Xu, Siheng Chen, Yanfeng Wang

ICML 2024 Exploring Training on Heterogeneous Data with Mixture of Low-Rank Adapters Yuhang Zhou, Zihua Zhao, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang

ICLR 2024 Fake It till Make It: Federated Learning with Consensus-Oriented Generation Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen

NeurIPS 2024 FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen

NeurIPSW 2024 Federated Learning with Generative Content Rui Ye, Xinyu Zhu, Jingyi Chai, Lingjuan Lyu, Chen Xie, Yanfeng Wang, Siheng Chen

ICML 2024 HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

ICLRW 2024 Incentivizing Inclusive Data Contributions in Personalized Federated Learning Enpei Zhang, Jingyi Chai, Rui Ye, Yanfeng Wang, Siheng Chen

CVPR 2024 Intelligent Grimm - Open-Ended Visual Storytelling via Latent Diffusion Models Chang Liu, Haoning Wu, Yujie Zhong, Xiaoyun Zhang, Yanfeng Wang, Weidi Xie

NeurIPS 2024 Language-Driven Interactive Traffic Trajectory Generation Junkai Xia, Chenxin Xu, Qingyao Xu, Yanfeng Wang, Siheng Chen

NeurIPSW 2024 Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models Rui Ye, Rui Ge, Fengting Yuchi, Jingyi Chai, Yanfeng Wang, Siheng Chen

ICML 2024 Locally Estimated Global Perturbations Are Better than Local Perturbations for Federated Sharpness-Aware Minimization Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang

ICLR 2024 Long-Tailed Diffusion Models with Oriented Calibration Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

CVPR 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang

AAAI 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

CVPR 2024 Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang

ICLR 2024 On Harmonizing Implicit Subpopulations Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor Tsang, Ya Zhang, Yanfeng Wang

ICLRW 2024 OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye, WenHao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen

ICMLW 2024 Physical Backdoor Attack Can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen

NeurIPS 2024 Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness Mengxi Chen, Fei Zhang, Zihua Zhao, Jiangchao Yao, Ya Zhang, Yanfeng Wang

ICML 2024 Q-Value Regularized Transformer for Offline Reinforcement Learning Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

ECCV 2024 ReMamber: Referring Image Segmentation with Mamba Twister Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang

NeurIPS 2024 Revive Re-Weighting in Imbalanced Learning by Density Ratio Estimation Jiaan Luo, Feng Hong, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang

ICML 2024 Self-Alignment of Large Language Models via Monopolylogue-Based Social Scene Simulation Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen

ICLRW 2024 Self-Alignment of Large Language Models via Monopolylogue-Based Social Scene Simulation Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen

ICLRW 2024 Self-Alignment of Large Language Models via Multi-Agent Social Simulation Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen

ICLRW 2024 Self-Alignment of Large Language Models via Social Scene Simulation Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen

NeurIPS 2024 TAIA: Large Language Models Are Out-of-Distribution Data Learners Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

NeurIPS 2024 WebUOT-1m: Advancing Deep Underwater Object Tracking with a Million-Scale Benchmark Chunhui Zhang, Li Liu, Guanjie Huang, Hao Wen, Xi Zhou, Yanfeng Wang

NeurIPS 2023 AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation Chaofan Ma, Yang Yuhuan, Chen Ju, Fei Zhang, Ya Zhang, Yanfeng Wang

ICCV 2023 Auxiliary Tasks Benefit 3D Skeleton-Based Human Motion Prediction Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang

CVPR 2023 Collaboration Helps Camera Overtake LiDAR in 3D Detection Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang

NeurIPS 2023 Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang

CVPR 2023 DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

CVPR 2023 Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization Chen Ju, Kunhao Zheng, Jinxiang Liu, Peisen Zhao, Ya Zhang, Jianlong Chang, Qi Tian, Yanfeng Wang

CVPR 2023 EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang

ICML 2023 FedDisco: Federated Learning with Discrepancy-Aware Collaboration Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang

CVPR 2023 Federated Domain Generalization with Generalization Adjustment Ruipeng Zhang, Qinwei Xu, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang

TMLR 2023 Federated Learning Under Partially Disjoint Data via Manifold Reshaping Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Yanfeng Wang, Ya Zhang

NeurIPS 2023 Federated Learning with Bilateral Curation for Partially Class-Disjoint Data Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang

ICCV 2023 Joint-Relation Transformer for Multi-Person Motion Prediction Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang

CVPR 2023 Leapfrog Diffusion Model for Stochastic Trajectory Prediction Weibo Mao, Chenxin Xu, Qi Zhu, Siheng Chen, Yanfeng Wang

ICLR 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang

AAAI 2023 Low-Light Video Enhancement with Synthetic Event Guidance Lin Liu, Junfeng An, Jianzhuang Liu, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Yanfeng Wang, Qi Tian

ICCV 2023 MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-Ray Diagnosis Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

ICCV 2023 Open-Vocabulary Object Segmentation with Diffusion Models Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

ICML 2023 Personalized Federated Learning with Inferred Collaboration Graphs Rui Ye, Zhenyang Ni, Fangzhao Wu, Siheng Chen, Yanfeng Wang

CVPRW 2023 SimDE: A Simple Domain Expansion Approach for Single-Source Domain Generalization Qinwei Xu, Ruipeng Zhang, Yiyan Wu, Ya Zhang, Ning Liu, Yanfeng Wang

NeurIPS 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang

ECCVW 2022 Domain-Conditioned Normalization for Test-Time Domain Generalization Yuxuan Jiang, Yanfeng Wang, Ruipeng Zhang, Qinwei Xu, Ya Zhang, Xin Chen, Qi Tian

AAAI 2022 Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-Directional Mutual Learning Xiaohang Bian, Bo Qin, Xiaozhe Xin, Jianwu Li, Xuefeng Su, Yanfeng Wang

ECCVW 2022 Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation Yangheng Zhao, Jun Wang, Xiaolong Li, Yue Hu, Ce Zhang, Yanfeng Wang, Siheng Chen

CVPRW 2022 Unpaired Face Restoration via Learnable Cross-Quality Shift Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang

CVPR 2021 A Fourier-Based Framework for Domain Generalization Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

ICCV 2021 Divide and Conquer for Single-Frame Temporal Action Localization Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian

ICCV 2021 H2O: A Benchmark for Visual Human-Human Object Handover Analysis Ruolin Ye, Wenqiang Xu, Zhendong Xue, Tutian Tang, Yanfeng Wang, Cewu Lu

WACV 2021 Handwritten Chinese Font Generation with Collaborative Stroke Refinement Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian

AAAI 2021 Inferring Emotion from Large-Scale Internet Voice Data: A Semi-Supervised Curriculum Augmentation Based Deep Learning Approach Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang

ECCV 2020 Bottom-up Temporal Action Localization with Mutual Regularization Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Yanfeng Wang, Qi Tian

ECCV 2018 Joint 3D Face Reconstruction and Dense Alignment with Position mAP Regression Network Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou

AAAI 2017 Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen M. Meng