PPaperPicks

Yefeng Zheng

Westlake University, Hangzhou, China

77 papers at tracked venues · 52 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2195-2847 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×13ACL ×11NeurIPS ×10AAAI ×8ACM MM ×7EMNLP ×7CVPR ×5ICCV ×4WWW ×3IJCAI ×2CIKM ×1ICML ×1NAACL ×1SIGIR ×1SIGKDD ×1UIST ×1WACV ×1

Frequent coauthors

Jingjun Yi
DBLP profile ↗ORCID search ↗
×6
Qi Bi
DBLP profile ↗ORCID search ↗
×5
Zhihong Zhu
DBLP profile ↗ORCID search ↗
×5
Yimin Deng
DBLP profile ↗ORCID search ↗
×3
Zhengyi Zhao
DBLP profile ↗ORCID search ↗
×3
Zichuan Fu
DBLP profile ↗ORCID search ↗
×3
Qidong Liu
DBLP profile ↗ORCID search ↗
×3
Wenfang Sun
DBLP profile ↗ORCID search ↗
×2
Yutian Zhao
DBLP profile ↗ORCID search ↗
×2
Fan Zhang
DBLP profile ↗ORCID search ↗
×2
Hong Liu
DBLP profile ↗ORCID search ↗
×2
Huimin Wang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
    ACL 2026 ·
    Yimin Deng
    DBLP profile ↗ORCID search ↗
  2. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
    ACL 2026 ·
    Zixuan Huang
    DBLP profile ↗ORCID search ↗
  3. Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhengyi Zhao
    DBLP profile ↗ORCID search ↗
  4. Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation
    SIGKDD 2026 ·
    Yingjia Shang
    DBLP profile ↗ORCID search ↗
  5. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
    ACL 2026 ·
    Yimin Deng
    DBLP profile ↗ORCID search ↗
  6. Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
    AAAI 2026 ·
    Jiayang Wu
    DBLP profile ↗ORCID search ↗
  7. QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain
    WACV 2026 ·
    Wenfang Sun
    DBLP profile ↗ORCID search ↗
  8. Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning
    ACL 2026 ·
    Zichuan Fu
    DBLP profile ↗ORCID search ↗
  9. A Layered Debating Multi-Agent System for Similar Disease Diagnosis
    NAACL 2025 ·
    Yutian Zhao
    DBLP profile ↗ORCID search ↗
  10. A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
    ACL 2025 ·
    Yimin Deng
    DBLP profile ↗ORCID search ↗
  11. A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-contrast CT with Anatomy Simplification
    MICCAI 2025 ·
    Duoer Zhang
    DBLP profile ↗ORCID search ↗
  12. A Prior-Driven Lightweight Network for Endoscopic Exposure Correction
    MICCAI 2025 ·
    Zhijian Wu
    DBLP profile ↗ORCID search ↗
  13. A Simple Yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks
    ICCV 2025 ·
    Qi Bi
    DBLP profile ↗ORCID search ↗
  14. A Survey on Foundation Language Models for Single-cell Biology
    ACL 2025 ·
    Fan Zhang
    DBLP profile ↗ORCID search ↗
  15. AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting
    ACM MM 2025 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  16. BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
    ACM MM 2025 ·
    Hongming Wang
    DBLP profile ↗ORCID search ↗
  17. Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
    ACL 2025 ·
    Zhihong Zhu
    DBLP profile ↗ORCID search ↗
  18. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
    DBLP profile ↗ORCID search ↗
  19. CineVision: An Interactive Pre-visualization Storyboard System for Director-Cinematographer Collaboration
    UIST 2025 ·
    Zheng Wei
    DBLP profile ↗ORCID search ↗
  20. Conservative-Radical Complementary Learning for Class-Incremental Medical Image Analysis with Pre-trained Foundation Models
    MICCAI 2025 ·
    Xinyao Wu
    DBLP profile ↗ORCID search ↗
  21. D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM
    MICCAI 2025 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  22. D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
    NeurIPS 2025 ·
    Shurong Yang
    DBLP profile ↗ORCID search ↗
  23. Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
    NeurIPS 2025 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  24. Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
    EMNLP 2025 ·
    Zhenxi Lin
    DBLP profile ↗ORCID search ↗
  25. How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs
    WWW 2025 ·
    Ziheng Zhang
    DBLP profile ↗ORCID search ↗
  26. LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
    AAAI 2025 ·
    Qidong Liu
    DBLP profile ↗ORCID search ↗
  27. Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding
    ICCV 2025 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  28. Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
    NeurIPS 2025 ·
    Hao Zheng
    DBLP profile ↗ORCID search ↗
  29. MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
    EMNLP 2025 ·
    Zhengyi Zhao
    DBLP profile ↗ORCID search ↗
  30. Model Merging for Knowledge Editing
    ACL 2025 ·
    Zichuan Fu
    DBLP profile ↗ORCID search ↗
  31. NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
    CVPR 2025 ·
    Xin Li
    DBLP profile ↗ORCID search ↗
  32. NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
    CVPR 2025 ·
    Qi Bi
    DBLP profile ↗ORCID search ↗
  33. PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction
    MICCAI 2025 ·
    Yuxuan Long
    DBLP profile ↗ORCID search ↗
  34. RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
    MICCAI 2025 ·
    Hong Liu
    DBLP profile ↗ORCID search ↗
  35. RareSyn: Health Record Synthesis for Rare Disease Diagnosis
    EMNLP 2025 ·
    Huimin Wang
    DBLP profile ↗ORCID search ↗
  36. SAMVSR: Leveraging Semantic Priors to Zone-Focused Mamba for Video Snow Removal
    ACM MM 2025 ·
    Hongtao Wu
    DBLP profile ↗ORCID search ↗
  37. Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data
    ICCV 2025 ·
    Qi Chen
    DBLP profile ↗ORCID search ↗
  38. Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement
    ACM MM 2025 ·
    Jia-Xuan Jiang
    DBLP profile ↗ORCID search ↗
  39. T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
    EMNLP 2025 ·
    Zhengyi Zhao
    DBLP profile ↗ORCID search ↗
  40. TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
    MICCAI 2025 ·
    Minye Shao
    DBLP profile ↗ORCID search ↗
  41. The Curse of Depth in Large Language Models
    NeurIPS 2025 ·
    Wenfang Sun
    DBLP profile ↗ORCID search ↗
  42. Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
    NeurIPS 2025 ·
    Xixian Yong
    DBLP profile ↗ORCID search ↗
  43. TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation
    ICCV 2025 ·
    Jiale Zhou
    DBLP profile ↗ORCID search ↗
  44. Training-free LLM Merging for Multi-task Learning
    ACL 2025 ·
    Zichuan Fu
    DBLP profile ↗ORCID search ↗
  45. Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
    ACM MM 2024 ·
    Zhanpeng Chen
    DBLP profile ↗ORCID search ↗
  46. Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
    EMNLP 2024 ·
    Yutian Zhao
    DBLP profile ↗ORCID search ↗
  47. Causally Debiased Time-aware Recommendation
    WWW 2024 ·
    Lei Wang
    DBLP profile ↗ORCID search ↗
  48. Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
    AAAI 2024 ·
    Huimin Huang
    DBLP profile ↗ORCID search ↗
  49. Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
    AAAI 2024 ·
    Yi Cheng
    DBLP profile ↗ORCID search ↗
  50. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
    EMNLP 2024 ·
    Zhihong Zhu
    DBLP profile ↗ORCID search ↗
  51. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
    DBLP profile ↗ORCID search ↗
  52. FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation
    MICCAI 2024 ·
    Zhe Xu
    DBLP profile ↗ORCID search ↗
  53. Federated Learning via Input-Output Collaborative Distillation
    AAAI 2024 ·
    Xuan Gong
    DBLP profile ↗ORCID search ↗
  54. Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation
    AAAI 2024 ·
    Qian Dai
    DBLP profile ↗ORCID search ↗
  55. Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
    CVPR 2024 ·
    Huimin Huang
    DBLP profile ↗ORCID search ↗
  56. GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph
    WWW 2024 ·
    Xi Sheryl Zhang
    DBLP profile ↗ORCID search ↗
  57. Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation
    MICCAI 2024 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  58. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 ·
    Zhihong Zhu
    DBLP profile ↗ORCID search ↗
  59. LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
    NeurIPS 2024 ·
    Qidong Liu
    DBLP profile ↗ORCID search ↗
  60. Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
    NeurIPS 2024 ·
    Qi Bi
    DBLP profile ↗ORCID search ↗
  61. Learning Generalized Medical Image Segmentation from Decoupled Feature Queries
    AAAI 2024 ·
    Qi Bi
    DBLP profile ↗ORCID search ↗
  62. Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation
    ACM MM 2024 ·
    Jingjun Yi
    DBLP profile ↗ORCID search ↗
  63. Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets
    MICCAI 2024 ·
    Hong Liu
    DBLP profile ↗ORCID search ↗
  64. MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
    NeurIPS 2024 ·
    Xian Wu
    DBLP profile ↗ORCID search ↗
  65. Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
    ICML 2024 ·
    Yichen Wu
    DBLP profile ↗ORCID search ↗
  66. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
    DBLP profile ↗ORCID search ↗
  67. MoME: Mixture of Multimodal Experts for Cancer Survival Prediction
    MICCAI 2024 ·
    Conghao Xiong
    DBLP profile ↗ORCID search ↗
  68. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 ·
    Zhihong Zhu
    DBLP profile ↗ORCID search ↗
  69. Pre-trained Online Contrastive Learning for Insurance Fraud Detection
    AAAI 2024 ·
    Rui Zhang
    DBLP profile ↗ORCID search ↗
  70. Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach
    IJCAI 2024 ·
    Jiasheng Wu
    DBLP profile ↗ORCID search ↗
  71. Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
    NeurIPS 2024 ·
    Qi Bi
    DBLP profile ↗ORCID search ↗
  72. TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
    MICCAI 2024 ·
    Conghao Xiong
    DBLP profile ↗ORCID search ↗
  73. TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    IJCAI 2024 ·
    Zhihong Zhu
    DBLP profile ↗ORCID search ↗
  74. Tune-an-Ellipse: CLIP Has Potential to Find what you Want
    CVPR 2024 ·
    Jinheng Xie
    DBLP profile ↗ORCID search ↗
  75. ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
    CVPR 2024 ·
    Jiangbo Shi
    DBLP profile ↗ORCID search ↗
  76. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
    SIGIR 2024 ·
    Qidong Liu
    DBLP profile ↗ORCID search ↗
  77. imapScore: Medical Fact Evaluation Made Easy
    ACL 2024 ·
    Huimin Wang
    DBLP profile ↗ORCID search ↗