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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

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Venues

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

Frequent coauthors

Shuyang Jiang
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Shengchao Hu
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Yuhang Zhou
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Haolin Li
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Ziqing Fan
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YiQiu Guo
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Zihua Zhao
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Haoning Wu
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Yuhuan Yang
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Jiayuan Rao
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Feng Hong
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Jiayu Lei
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Papers

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