Zhang, Ya

90 publications

ICLRW 2025 An Empirical Study of Policy Interpolation via Diffusion Models Yuqing Xie, Chao Yu, Ya Zhang, Yu 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 Fine-Tuning with Reserved Majority for Noise Reduction Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

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

CVPR 2025 Multi-Modal Medical Diagnosis via Large-Small Model Collaboration Wanyi Chen, Zihua Zhao, Jiangchao Yao, Ya Zhang, Jiajun Bu, Haishuai 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

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

WACV 2024 Annotation-Free Audio-Visual Segmentation Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie

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

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

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

ECCV 2024 Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yan-Feng Wang

ICLR 2024 Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

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

ECCV 2024 Multi-Sentence Grounding for Long-Term Instructional Video Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yan-Feng Wang, Weidi Xie

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

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

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

NeurIPS 2023 Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow Sizhe Wei, Yuxi Wei, Yue Hu, Yifan Lu, Yiqi Zhong, Siheng Chen, Ya Zhang

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

CVPR 2023 Class-Balancing Diffusion Models Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang

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

TMLR 2023 Contrastive Attraction and Contrastive Repulsion for Representation Learning Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor Tsang, Jingren Zhou, Mingyuan Zhou

CVPR 2023 Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai

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 Enhanced Multimodal Representation Learning with Cross-Modal KD Mengxi Chen, Linyu Xing, Yu Wang, Ya Zhang

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

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

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

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

ICMLW 2023 Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng 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

ICML 2022 Contrastive Learning with Boosted Memorization Zhihan Zhou, Jiangchao Yao, Yan-Feng Wang, Bo Han, Ya Zhang

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

CVPR 2022 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen

CVPR 2022 LAR-SR: A Local Autoregressive Model for Image Super-Resolution Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang, Yan-Feng Wang

ECCV 2022 Prompting Visual-Language Models for Efficient Video Understanding Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie

ECCV 2022 Registration Based Few-Shot Anomaly Detection Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael Spratling, Yan-Feng Wang

ECCV 2022 Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang

CVPR 2022 Task Decoupled Framework for Reference-Based Super-Resolution Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yan-Feng Wang, Dazhi He

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 CaT: Weakly Supervised Object Detection with Category Transfer Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yan-Feng Wang

NeurIPS 2021 Collaborative Uncertainty in Multi-Agent Trajectory Forecasting Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Siheng Chen, Ya Zhang

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

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 Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang

ICCVW 2021 Skeleton Graph Scattering Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li, Siheng Chen, Zihui Liu, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang

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

ECCV 2020 FTL: A Universal Framework for Training Low-Bit DNNs via Feature Transfer Kunyuan Du, Ya Zhang, Haibing Guan, Qi Tian, Shenggan Cheng, James Lin

NeurIPS 2020 Graph Cross Networks with Vertex Infomax Pooling Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang

AAAI 2019 Safeguarded Dynamic Label Regression for Noisy Supervision Jiangchao Yao, Hao Wu, Ya Zhang, Ivor W. Tsang, Jun Sun

AAAI 2019 Understanding VAEs in Fisher-Shannon Plane Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang

IJCAI 2018 Collaborative Learning for Weakly Supervised Object Detection Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang

NeurIPS 2018 Masking: A New Perspective of Noisy Supervision Bo Han, Jiangchao Yao, Gang Niu, Mingyuan Zhou, Ivor Tsang, Ya Zhang, Masashi Sugiyama

ECCV 2018 Multi-Scale Spatially-Asymmetric Recalibration for Image Classification Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille

ICCV 2017 SORT: Second-Order Response Transform for Visual Recognition Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan Yuille

CVPR 2016 Part-Stacked CNN for Fine-Grained Visual Categorization Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang

ICCV 2015 Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao

ECML-PKDD 2014 Active Learning for Support Vector Machines with Maximum Model Change Wenbin Cai, Ya Zhang, Siyuan Zhou, Wenquan Wang, Chris H. Q. Ding, Xiao Gu

ECCV 2014 Architectural Style Classification Using Multinomial Latent Logistic Regression Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi

AAAI 2014 Feature Selection at the Discrete Limit Miao Zhang, Chris H. Q. Ding, Ya Zhang, Feiping Nie

ICCV 2013 Joint Optimization for Consistent Multiple Graph Matching Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu

ECCV 2012 On the Convergence of Graph Matching: Graduated Assignment Revisited Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha

MLJ 2011 Boosted Multi-Task Learning Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng

CVPR 2005 Protein Interaction Inference as a MAX-SAT Problem Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji

CVPRW 2005 Protein Interaction Inference as a MAX-SAT Problem Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji

NeurIPS 2005 Size Regularized Cut for Data Clustering Yixin Chen, Ya Zhang, Xiang Ji