PPaperPicks

Yanfeng Wang

Shanghai Jiao Tong University, China

82 papers at tracked venues · 60 at CORE A* · active 2024–2026

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Venues

ACL ×17EMNLP ×11CVPR ×9NeurIPS ×9ICLR ×8ICML ×8AAAI ×4ECCV ×3MICCAI ×3ACM MM ×2ICCV ×2InterSpeech ×2ICRA ×1IROS ×1SIGKDD ×1WACV ×1

Frequent coauthors

Shuyang Jiang
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Rui Ye
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Zhe Chen
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Wenhao Wang
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Jiayuan Rao
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Yuhang Zhou
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Hongcheng Liu
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Haolin Li
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Qiang Hu
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Ziqing Fan
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YiQiu Guo
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Zihua Zhao
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Papers

  1. Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs
    ACL 2026 ·
    Hongcheng Liu
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  2. Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach
    ACL 2026 ·
    Haolin Li
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  3. HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks
    ACL 2026 ·
    Zhe Chen
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  4. MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
    ACL 2026 ·
    Wenhao Wang
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  5. MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
    AAAI 2026 ·
    Shuyang Jiang
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  6. Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models
    ACL 2026 ·
    Shuyang Jiang
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  7. SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning
    ACL 2026 ·
    Lina Yang
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  8. Versatile Vision-Language Model for 3D Computed Tomography
    AAAI 2026 ·
    Jiayu Lei
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  9. When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs
    ACL 2026 ·
    Hongcheng Liu
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  10. 4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video
    CVPR 2025 ·
    Qiang Hu
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  11. AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation
    ACL 2025 ·
    Xiechi Zhang
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  12. Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
    EMNLP 2025 ·
    Siqu Ou
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  13. Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
    ICLR 2025 ·
    Ziqing Fan
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  14. ConText: Driving In-context Learning for Text Removal and Segmentation
    ICML 2025 ·
    Fei Zhang
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  15. DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
    EMNLP 2025 ·
    Yiqi Li
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  16. DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
    EMNLP 2025 ·
    YiQiu Guo
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  17. Differential-Informed Sample Selection Accelerates Multimodal Contrastive Learning
    ICCV 2025 ·
    Zihua Zhao
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  18. Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
    ICLR 2025 ·
    Rui Ye
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  19. EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge
    ACL 2025 ·
    Zhiyuan Zhu
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  20. FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models
    ACL 2025 ·
    Yaxin Du
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  21. FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
    EMNLP 2025 ·
    Wenhao Wang
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  22. Fine-tuning with Reserved Majority for Noise Reduction
    ICLR 2025 ·
    Shuyang Jiang
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  23. LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
    CVPR 2025 ·
    Yikun Liu
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  24. Learning to Instruct for Visual Instruction Tuning
    NeurIPS 2025 ·
    Zhihan Zhou
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  25. M3Builder: A Multi-agent System for Automated Machine Learning in Medical Imaging
    MICCAI 2025 ·
    Jinghao Feng
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  26. MRGen: Segmentation Data Engine for Underrepresented MRI Modalities
    ICCV 2025 ·
    Haoning Wu
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  27. MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
    WACV 2025 ·
    Haoning Wu
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  28. MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
    ICML 2025 ·
    Yuhuan Yang
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  29. Multi-Agent System for Comprehensive Soccer Understanding
    ACM MM 2025 ·
    Jiayuan Rao
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  30. RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
    NeurIPS 2025 ·
    Haolin Li
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  31. RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining
    MICCAI 2025 ·
    Tengfei Zhang
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  32. ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents
    ACL 2025 ·
    Yusheng Liao
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  33. SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant
    InterSpeech 2025 ·
    Yixuan Hou
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  34. SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
    NeurIPS 2025 ·
    Zhenjie Mao
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  35. Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation
    ACL 2025 ·
    Shuo Tang
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  36. Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
    ACL 2025 ·
    Zhe Chen
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  37. Towards Universal Soccer Video Understanding
    CVPR 2025 ·
    Jiayuan Rao
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  38. VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression
    AAAI 2025 ·
    Qiang Hu
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  39. Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
    CVPR 2024 ·
    Chaoqin Huang
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  40. An Extensible Framework for Open Heterogeneous Collaborative Perception
    ICLR 2024 ·
    Yifan Lu
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  41. Audio-Visual Segmentation via Unlabeled Frame Exploitation
    CVPR 2024 ·
    Jinxiang Liu
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  42. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
    EMNLP 2024 ·
    Zetian Ouyang
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  43. DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics
    ACL 2024 ·
    YiQiu Guo
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  44. Diversified Batch Selection for Training Acceleration
    ICML 2024 ·
    Feng Hong
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  45. Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
    ICLR 2024 ·
    Ruipeng Zhang
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  46. Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents
    CVPR 2024 ·
    Yuxi Wei
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  47. Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters
    ICML 2024 ·
    Yuhang Zhou
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  48. Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
    ICLR 2024 ·
    Rui Ye
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  49. FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
    NeurIPS 2024 ·
    Rui Ye
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  50. HPC: Hierarchical Progressive Coding Framework for Volumetric Video
    ACM MM 2024 ·
    Zihan Zheng
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  51. HSDreport: Heart Sound Diagnosis with Echocardiography Reports
    EMNLP 2024 ·
    Zihan Zhao
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  52. HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
    ICML 2024 ·
    Shengchao Hu
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  53. Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models
    CVPR 2024 ·
    Chang Liu
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  54. Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology
    ECCV 2024 ·
    Xiao Zhou
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  55. KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
    EMNLP 2024 ·
    Wenhao Wang
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  56. Language-Driven Interactive Traffic Trajectory Generation
    NeurIPS 2024 ·
    Junkai Xia
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  57. Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
    ICML 2024 ·
    Ziqing Fan
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  58. Long-tailed Diffusion Models with Oriented Calibration
    ICLR 2024 ·
    Tianjiao Zhang
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  59. Low-Rank Knowledge Decomposition for Medical Foundation Models
    CVPR 2024 ·
    Yuhang Zhou
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  60. MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
    IROS 2024 ·
    Yangheng Zhao
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  61. MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
    ACL 2024 ·
    Yuhao Wang
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  62. MatchTime: Towards Automatic Soccer Game Commentary Generation
    EMNLP 2024 ·
    Jiayuan Rao
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  63. MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models
    AAAI 2024 ·
    Yan Cai
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  64. MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation
    EMNLP 2024 ·
    Yusheng Liao
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  65. Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
    CVPR 2024 ·
    Zihua Zhao
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  66. Multi-sentence Grounding for Long-Term Instructional Video
    ECCV 2024 ·
    Zeqian Li
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  67. M³AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
    ACL 2024 ·
    Zhe Chen
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  68. On Harmonizing Implicit Subpopulations
    ICLR 2024 ·
    Feng Hong
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  69. OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
    SIGKDD 2024 ·
    Rui Ye
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  70. Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
    NeurIPS 2024 ·
    Mengxi Chen
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  71. Q-value Regularized Transformer for Offline Reinforcement Learning
    ICML 2024 ·
    Shengchao Hu
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  72. RA2FD: Distilling Faithfulness into Efficient Dialogue Systems
    EMNLP 2024 ·
    Zhiyuan Zhu
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  73. RaTEScore: A Metric for Radiology Report Generation
    EMNLP 2024 ·
    Weike Zhao
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  74. ReMamber: Referring Image Segmentation with Mamba Twister
    ECCV 2024 ·
    Yuhuan Yang
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  75. Reprogramming Distillation for Medical Foundation Models
    MICCAI 2024 ·
    Yuhang Zhou
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  76. Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
    NeurIPS 2024 ·
    Jiaan Luo
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  77. Robust Collaborative Perception without External Localization and Clock Devices
    ICRA 2024 ·
    Zixing Lei
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  78. SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval
    ACL 2024 ·
    Yuchen Yang
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  79. Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
    ICML 2024 ·
    Xianghe Pang
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  80. TAIA: Large Language Models are Out-of-Distribution Data Learners
    NeurIPS 2024 ·
    Shuyang Jiang
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  81. Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
    InterSpeech 2024 ·
    Sheng Feng
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  82. WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark
    NeurIPS 2024 ·
    Chunhui Zhang
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