PPaperPicks

Ya Zhang

Shanghai Jiao Tong University, Cooperative Medianet Innovation Center / Shanghai Key Laboratory of Multimedia Processing and Transmissions, China

49 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5390-9053 ↗Homepage ↗

Venues

ICML ×7CVPR ×6ICLR ×6NeurIPS ×6ACL ×4EMNLP ×4MICCAI ×4AAAI ×3ECCV ×3ACM MM ×2ICCV ×2AAMAS ×1WACV ×1

Frequent coauthors

Yanfeng Wang
×45
Jiangchao Yao
×19
Weidi Xie
×9
Yu Wang
×7
Ziqing Fan
×6
Shengchao Hu
×6
Haolin Li
×5
Shuyang Jiang
×5
Siyuan Du
×5
Li Shen
×5
Dacheng Tao
×5
Zihua Zhao
×5

Papers

  1. Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach
    ACL 2026 ·
    Haolin Li
    ,
    Shuyang Jiang
    ,
    Ruipeng Zhang
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  2. MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
    AAAI 2026 ·
    Shuyang Jiang
    ,
    Yusheng Liao
    ,
    Zhe Chen
    , Ya Zhang,
    Yanfeng Wang
    ,
    Yu Wang
  3. Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models
    ACL 2026 ·
    Shuyang Jiang
    ,
    Yuhao Wang
    , Ya Zhang,
    Yanfeng Wang
    ,
    Yu Wang
  4. Versatile Vision-Language Model for 3D Computed Tomography
    AAAI 2026 ·
    Jiayu Lei
    ,
    Ziqing Fan
    ,
    Yanyong Zhang
    ,
    Weidi Xie
    , Ya Zhang,
    Yanfeng Wang
  5. AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation
    ACL 2025 ·
    Xiechi Zhang
    ,
    Zetian Ouyang
    ,
    Linlin Wang
    ,
    Gerard de Melo
    ,
    Zhu Cao
    ,
    Xiaoling Wang
    , Ya Zhang,
    Yanfeng Wang
    ,
    Liang He
  6. Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis
    MICCAI 2025 ·
    Fan Li
    ,
    Shilun Zhao
    ,
    Shuwei Bai
    ,
    Yuxiao Liu
    ,
    Kai Zhang
    ,
    Yin Xu
    , Ya Zhang,
    Kaicong Sun
    ,
    Dinggang Shen
  7. Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
    ICLR 2025 ·
    Ziqing Fan
    ,
    Siyuan Du
    ,
    Shengchao Hu
    ,
    Pingjie Wang
    ,
    Li Shen
    , Ya Zhang,
    Dacheng Tao
    ,
    Yanfeng Wang
  8. ConText: Driving In-context Learning for Text Removal and Segmentation
    ICML 2025 ·
    Fei Zhang
    ,
    Pei Zhang
    ,
    Baosong Yang
    ,
    Fei Huang
    ,
    Yanfeng Wang
    , Ya Zhang
  9. DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
    EMNLP 2025 ·
    YiQiu Guo
    ,
    Yuchen Yang
    ,
    Zhe Chen
    ,
    Pingjie Wang
    ,
    Yusheng Liao
    , Ya Zhang,
    Yanfeng Wang
    ,
    Yu Wang
  10. Differential-Informed Sample Selection Accelerates Multimodal Contrastive Learning
    ICCV 2025 ·
    Zihua Zhao
    ,
    Feng Hong
    ,
    Mengxi Chen
    ,
    Pengyi Chen
    ,
    Benyuan Liu
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  11. Fine-tuning with Reserved Majority for Noise Reduction
    ICLR 2025 ·
    Shuyang Jiang
    ,
    Yusheng Liao
    , Ya Zhang,
    Yanfeng Wang
    ,
    Yu Wang
  12. Learning to Instruct for Visual Instruction Tuning
    NeurIPS 2025 ·
    Zhihan Zhou
    ,
    Feng Hong
    ,
    Jiaan Luo
    ,
    Yushi Ye
    ,
    Jiangchao Yao
    ,
    Dongsheng Li
    ,
    Bo Han
    , Ya Zhang,
    Yanfeng Wang
  13. M3Builder: A Multi-agent System for Automated Machine Learning in Medical Imaging
    MICCAI 2025 ·
    Jinghao Feng
    ,
    Qiaoyu Zheng
    ,
    Chaoyi Wu
    ,
    Ziheng Zhao
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  14. MRGen: Segmentation Data Engine for Underrepresented MRI Modalities
    ICCV 2025 ·
    Haoning Wu
    ,
    Ziheng Zhao
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  15. MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
    WACV 2025 ·
    Haoning Wu
    ,
    Shaocheng Shen
    ,
    Qiang Hu
    ,
    Xiaoyun Zhang
    , Ya Zhang,
    Yanfeng Wang
  16. MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
    ICML 2025 ·
    Yuhuan Yang
    ,
    Chaofan Ma
    ,
    Zhenjie Mao
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  17. Multi-Agent System for Comprehensive Soccer Understanding
    ACM MM 2025 ·
    Jiayuan Rao
    ,
    Zifeng Li
    ,
    Haoning Wu
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  18. Multi-modal Medical Diagnosis via Large-small Model Collaboration
    CVPR 2025 ·
    Wanyi Chen
    ,
    Zihua Zhao
    ,
    Jiangchao Yao
    , Ya Zhang,
    Jiajun Bu
    ,
    Haishuai Wang
  19. Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization
    AAMAS 2025 ·
    Shengchao Hu
    ,
    Wanru Zhao
    ,
    Weixiong Lin
    ,
    Li Shen
    , Ya Zhang,
    Dacheng Tao
  20. RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
    NeurIPS 2025 ·
    Haolin Li
    ,
    Tianjie Dai
    ,
    Zhe Chen
    ,
    Siyuan Du
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  21. RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining
    MICCAI 2025 ·
    Tengfei Zhang
    ,
    Ziheng Zhao
    ,
    Chaoyi Wu
    ,
    Xiao Zhou
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  22. SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
    NeurIPS 2025 ·
    Zhenjie Mao
    ,
    Yuhuan Yang
    ,
    Chaofan Ma
    ,
    Dongsheng Jiang
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  23. Towards Universal Soccer Video Understanding
    CVPR 2025 ·
    Jiayuan Rao
    ,
    Haoning Wu
    ,
    Hao Jiang
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  24. Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
    CVPR 2024 ·
    Chaoqin Huang
    ,
    Aofan Jiang
    ,
    Jinghao Feng
    , Ya Zhang,
    Xinchao Wang
    ,
    Yanfeng Wang
  25. Audio-Visual Segmentation via Unlabeled Frame Exploitation
    CVPR 2024 ·
    Jinxiang Liu
    ,
    Yikun Liu
    ,
    Fei Zhang
    ,
    Chen Ju
    , Ya Zhang,
    Yanfeng Wang
  26. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
    EMNLP 2024 ·
    Zetian Ouyang
    ,
    Yishuai Qiu
    ,
    Linlin Wang
    ,
    Gerard de Melo
    , Ya Zhang,
    Yanfeng Wang
    ,
    Liang He
  27. DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics
    ACL 2024 ·
    YiQiu Guo
    ,
    Yuchen Yang
    , Ya Zhang,
    Yu Wang
    ,
    Yanfeng Wang
  28. Diversified Batch Selection for Training Acceleration
    ICML 2024 ·
    Feng Hong
    ,
    Yueming Lyu
    ,
    Jiangchao Yao
    , Ya Zhang,
    Ivor W. Tsang
    ,
    Yanfeng Wang
  29. Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
    ICLR 2024 ·
    Ruipeng Zhang
    ,
    Ziqing Fan
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  30. Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters
    ICML 2024 ·
    Yuhang Zhou
    ,
    Zihua Zhao
    ,
    Siyuan Du
    ,
    Haolin Li
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  31. HPC: Hierarchical Progressive Coding Framework for Volumetric Video
    ACM MM 2024 ·
    Zihan Zheng
    ,
    Houqiang Zhong
    ,
    Qiang Hu
    ,
    Xiaoyun Zhang
    ,
    Li Song
    , Ya Zhang,
    Yanfeng Wang
  32. HSDreport: Heart Sound Diagnosis with Echocardiography Reports
    EMNLP 2024 ·
    Zihan Zhao
    ,
    Pingjie Wang
    ,
    Liudan Zhao
    ,
    Yuchen Yang
    , Ya Zhang,
    Kun Sun
    ,
    Xin Sun
    ,
    Xin Zhou
    ,
    Yu Wang
    ,
    Yanfeng Wang
  33. HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
    ICML 2024 ·
    Shengchao Hu
    ,
    Ziqing Fan
    ,
    Li Shen
    , Ya Zhang,
    Yanfeng Wang
    ,
    Dacheng Tao
  34. Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology
    ECCV 2024 ·
    Xiao Zhou
    ,
    Xiaoman Zhang
    ,
    Chaoyi Wu
    , Ya Zhang,
    Weidi Xie
    ,
    Yanfeng Wang
  35. Learning Multi-Agent Communication from Graph Modeling Perspective
    ICLR 2024 ·
    Shengchao Hu
    ,
    Li Shen
    , Ya Zhang,
    Dacheng Tao
  36. Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
    ICML 2024 ·
    Ziqing Fan
    ,
    Shengchao Hu
    ,
    Jiangchao Yao
    ,
    Gang Niu
    , Ya Zhang,
    Masashi Sugiyama
    ,
    Yanfeng Wang
  37. Long-tailed Diffusion Models with Oriented Calibration
    ICLR 2024 ·
    Tianjiao Zhang
    ,
    Huangjie Zheng
    ,
    Jiangchao Yao
    ,
    Xiangfeng Wang
    ,
    Mingyuan Zhou
    , Ya Zhang,
    Yanfeng Wang
  38. Low-Rank Knowledge Decomposition for Medical Foundation Models
    CVPR 2024 ·
    Yuhang Zhou
    ,
    Haolin Li
    ,
    Siyuan Du
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  39. MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models
    AAAI 2024 ·
    Yan Cai
    ,
    Linlin Wang
    ,
    Ye Wang
    ,
    Gerard de Melo
    , Ya Zhang,
    Yanfeng Wang
    ,
    Liang He
  40. Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
    CVPR 2024 ·
    Zihua Zhao
    ,
    Mengxi Chen
    ,
    Tianjie Dai
    ,
    Jiangchao Yao
    ,
    Bo Han
    , Ya Zhang,
    Yanfeng Wang
  41. Multi-sentence Grounding for Long-Term Instructional Video
    ECCV 2024 ·
    Zeqian Li
    ,
    Qirui Chen
    ,
    Tengda Han
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  42. On Harmonizing Implicit Subpopulations
    ICLR 2024 ·
    Feng Hong
    ,
    Jiangchao Yao
    ,
    Yueming Lyu
    ,
    Zhihan Zhou
    ,
    Ivor W. Tsang
    , Ya Zhang,
    Yanfeng Wang
  43. Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
    NeurIPS 2024 ·
    Mengxi Chen
    ,
    Fei Zhang
    ,
    Zihua Zhao
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  44. Q-value Regularized Transformer for Offline Reinforcement Learning
    ICML 2024 ·
    Shengchao Hu
    ,
    Ziqing Fan
    ,
    Chaoqin Huang
    ,
    Li Shen
    , Ya Zhang,
    Yanfeng Wang
    ,
    Dacheng Tao
  45. RaTEScore: A Metric for Radiology Report Generation
    EMNLP 2024 ·
    Weike Zhao
    ,
    Chaoyi Wu
    ,
    Xiaoman Zhang
    , Ya Zhang,
    Yanfeng Wang
    ,
    Weidi Xie
  46. ReMamber: Referring Image Segmentation with Mamba Twister
    ECCV 2024 ·
    Yuhuan Yang
    ,
    Chaofan Ma
    ,
    Jiangchao Yao
    ,
    Zhun Zhong
    , Ya Zhang,
    Yanfeng Wang
  47. Reprogramming Distillation for Medical Foundation Models
    MICCAI 2024 ·
    Yuhang Zhou
    ,
    Siyuan Du
    ,
    Haolin Li
    ,
    Jiangchao Yao
    , Ya Zhang,
    Yanfeng Wang
  48. Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
    NeurIPS 2024 ·
    Jiaan Luo
    ,
    Feng Hong
    ,
    Jiangchao Yao
    ,
    Bo Han
    , Ya Zhang,
    Yanfeng Wang
  49. TAIA: Large Language Models are Out-of-Distribution Data Learners
    NeurIPS 2024 ·
    Shuyang Jiang
    ,
    Yusheng Liao
    , Ya Zhang,
    Yanfeng Wang
    ,
    Yu Wang