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

Frequent coauthors

Xian Wu

×46

Hao Zheng

×17

Yawen Huang

×17

Yuexiang Li

×14

Qi Bi

×13

Zhihong Zhu

×12

Jingjun Yi

×12

Xiangyu Zhao

×11

Haolan Zhan

×11

Huimin Huang

×10

Wei Ji

×10

Huimin Wang

×9

Papers

AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
ACL 2026 ·
Yimin Deng
,
Yejing Wang
,
Zhenxi Lin
,
Zichuan Fu
,
Guoshuai Zhao
,
Derong Xu
, Yefeng Zheng,
Xiangyu Zhao
,
Xian Wu
,
Li Zhu
,
Xueming Qian
Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
ACL 2026 ·
Zixuan Huang
,
Zhihong Zhu
,
Xiaolong Liu
,
Yanchao Hao
,
Manman Zhang
,
Zheng Wei
,
Bowen Xing
,
Xian Wu
,
Ye Li
,
Fen Miao
, Yefeng Zheng
Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
ACL 2026 ·
Zhengyi Zhao
,
Shubo Zhang
,
Zezhong Wang
,
Yuxi Zhang
,
Huimin Wang
,
Yutian Zhao
, Yefeng Zheng,
Binyang Li
,
Kam-Fai Wong
,
Xian Wu
Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation
SIGKDD 2026 ·
Yingjia Shang
,
Yi Liu
,
Huimin Wang
,
Furong Li
,
Wenfang Sun
,
Chengyu Wu
, Yefeng Zheng
MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
ACL 2026 ·
Yimin Deng
,
Zhenxi Lin
,
Yejing Wang
,
Guoshuai Zhao
,
Pengyue Jia
,
Zichuan Fu
,
Derong Xu
, Yefeng Zheng,
Xiangyu Zhao
,
Li Zhu
,
Xian Wu
,
Xueming Qian
Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
AAAI 2026 ·
Jiayang Wu
,
Jiale Zhou
,
Rubo Wang
,
Xingyi Zhang
,
Xun Lin
,
Tianxu Lv
,
Leong Hou U
, Yefeng Zheng
QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain
WACV 2026 ·
Wenfang Sun
,
Yingjun Du
,
Gaowen Liu
, Yefeng Zheng,
Cees G. M. Snoek
Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning
ACL 2026 ·
Zichuan Fu
,
Xian Wu
,
Guojing Li
,
Yejing Wang
,
Yijun Chen
,
Zihao Zhao
,
Yixuan Luo
,
Hanyu Yan
, Yefeng Zheng,
Xiangyu Zhao
A Layered Debating Multi-Agent System for Similar Disease Diagnosis
NAACL 2025 ·
Yutian Zhao
,
Huimin Wang
, Yefeng Zheng,
Xian Wu
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
ACL 2025 ·
Yimin Deng
,
Yuxia Wu
,
Yejing Wang
,
Guoshuai Zhao
,
Li Zhu
,
Qidong Liu
,
Derong Xu
,
Zichuan Fu
,
Xian Wu
, Yefeng Zheng,
Xiangyu Zhao
,
Xueming Qian
A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-contrast CT with Anatomy Simplification
MICCAI 2025 ·
Duoer Zhang
,
Wenbo Xiao
,
Chen Jiang
,
Yuxuan Qiu
,
Zhan Feng
,
Hong Wang
, Yefeng Zheng,
Wentao Zhu
A Prior-Driven Lightweight Network for Endoscopic Exposure Correction
MICCAI 2025 ·
Zhijian Wu
,
Hong Wang
,
Yuxuan Shi
,
Dingjiang Huang
, Yefeng Zheng
A Simple Yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks
ICCV 2025 ·
Qi Bi
,
Jingjun Yi
,
Huimin Huang
,
Hao Zheng
,
Haolan Zhan
,
Wei Ji
,
Yawen Huang
,
Yuexiang Li
, Yefeng Zheng
A Survey on Foundation Language Models for Single-cell Biology
ACL 2025 ·
Fan Zhang
,
Hao Chen
,
Zhihong Zhu
,
Ziheng Zhang
,
Zhenxi Lin
,
Ziyue Qiao
, Yefeng Zheng,
Xian Wu
AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting
ACM MM 2025 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Huimin Huang
,
Haolan Zhan
,
Yixian Shen
,
Wei Ji
,
Yawen Huang
,
Yuexiang Li
,
Xian Wu
, Yefeng Zheng
BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
ACM MM 2025 ·
Hongming Wang
,
Yifeng Wu
,
Huimin Huang
,
Hongtao Wu
,
Jiaxuan Jiang
,
Xiaodong Zhang
,
Hao Zheng
,
Yawen Huang
,
Xian Wu
, Yefeng Zheng,
Jinping Xu
,
Jing Cheng
Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
ACL 2025 ·
Zhihong Zhu
,
Yunyan Zhang
,
Xianwei Zhuang
,
Fan Zhang
,
Zhongwei Wan
,
Yuyan Chen
,
Qingqing Long
, Yefeng Zheng,
Xian Wu
CellVerse: Do Large Language Models Really Understand Cell Biology?
NeurIPS 2025 ·
Fan Zhang
,
Tianyu Liu
,
Zhihong Zhu
,
Hao Wu
,
Haixin Wang
,
Donghao Zhou
, Yefeng Zheng,
Kun Wang
,
Xian Wu
,
Pheng-Ann Heng
CineVision: An Interactive Pre-visualization Storyboard System for Director-Cinematographer Collaboration
UIST 2025 ·
Zheng Wei
,
Hongtao Wu
,
Lvmin Zhang
,
Xian Xu
, Yefeng Zheng,
Pan Hui
,
Maneesh Agrawala
,
Huamin Qu
,
Anyi Rao
Conservative-Radical Complementary Learning for Class-Incremental Medical Image Analysis with Pre-trained Foundation Models
MICCAI 2025 ·
Xinyao Wu
,
Zhe Xu
,
Donghuan Lu
,
Jinghan Sun
,
Hong Liu
,
Sadia Shakil
,
Jiawei Ma
, Yefeng Zheng,
Raymond Kai-Yu Tong
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM
MICCAI 2025 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Haolan Zhan
,
Wei Ji
,
Huimin Huang
,
Yuexiang Li
,
Shaoxin Li
,
Xian Wu
, Yefeng Zheng,
Feiyue Huang
D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
NeurIPS 2025 ·
Shurong Yang
,
Dong Wei
,
Yihuang Hu
,
Qiong Peng
,
Hong Liu
,
Yawen Huang
,
Xian Wu
, Yefeng Zheng,
Liansheng Wang
Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
NeurIPS 2025 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Huimin Huang
,
Yixian Shen
,
Haolan Zhan
,
Wei Ji
,
Yawen Huang
,
Yuexiang Li
,
Xian Wu
, Yefeng Zheng
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
EMNLP 2025 ·
Zhenxi Lin
,
Ziheng Zhang
,
Jian Wu
, Yefeng Zheng,
Xian Wu
How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs
WWW 2025 ·
Ziheng Zhang
,
Zhenxi Lin
, Yefeng Zheng,
Xian Wu
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
AAAI 2025 ·
Qidong Liu
,
Xian Wu
,
Wanyu Wang
,
Yejing Wang
,
Yuanshao Zhu
,
Xiangyu Zhao
,
Feng Tian
, Yefeng Zheng
Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding
ICCV 2025 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Haolan Zhan
,
Wei Ji
,
Huimin Huang
,
Yuexiang Li
,
Xian Wu
, Yefeng Zheng
Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
NeurIPS 2025 ·
Hao Zheng
,
Jingjun Yi
,
Qi Bi
,
Huimin Huang
,
Haolan Zhan
,
Yawen Huang
,
Yuexiang Li
,
Xian Wu
, Yefeng Zheng
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
EMNLP 2025 ·
Zhengyi Zhao
,
Shubo Zhang
,
Yuxi Zhang
,
Yanxi Zhao
,
Yifan Zhang
,
Zezhong Wang
,
Huimin Wang
,
Yutian Zhao
,
Bin Liang
, Yefeng Zheng,
Binyang Li
,
Kam-Fai Wong
,
Xian Wu
Model Merging for Knowledge Editing
ACL 2025 ·
Zichuan Fu
,
Xian Wu
,
Guojing Li
,
Yingying Zhang
, Yefeng Zheng,
Tianshi Ming
,
Yejing Wang
,
Wanyu Wang
,
Xiangyu Zhao
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
CVPR 2025 ·
Xin Li
,
Yeying Jin
,
Xin Jin
,
Zongwei Wu
,
Bingchen Li
,
Yufei Wang
,
Wenhan Yang
,
Yu Li
,
Zhibo Chen
,
Bihan Wen
,
Robby T. Tan
,
Radu Timofte
,
Qiyu Rong
,
Hongyuan Jing
,
Mengmeng Zhang
,
Jinglong Li
,
Xiangyu Lu
,
Yi Ren
,
Yuting Liu
,
Meng Zhang
,
Xiang Chen
,
Qiyuan Guan
,
Jiangxin Dong
,
Jinshan Pan
,
Conglin Gou
,
Qirui Yang
,
Fangpu Zhang
,
Yunlong Lin
,
Sixiang Chen
,
Guoxi Huang
,
Ruirui Lin
,
Yan Zhang
,
Jingyu Yang
,
Huanjing Yue
,
Jiyuan Chen
,
Qiaosi Yi
,
Hongjun Wang
,
Chenxi Xie
,
Shuai Li
,
Yuhui Wu
,
Kaiyi Ma
,
Jiakui Hu
,
Juncheng Li
,
Liwen Pan
,
Guangwei Gao
,
Wenjie Li
,
Zhenyu Jin
,
Heng Guo
,
Zhanyu Ma
,
Yubo Wang
,
Jinghua Wang
,
Wangzhi Xing
,
Anjusree Karnavar
,
Diqi Chen
,
Mohammad Aminul Islam
,
Hao Yang
,
Ruikun Zhang
,
Liyuan Pan
,
Qianhao Luo
,
Xin Cao
,
Han Zhou
,
Yan Min
,
Wei Dong
,
Jun Chen
,
Taoyi Wu
,
Weijia Dou
,
Yu Wang
,
Shengjie Zhao
,
Yongcheng Huang
,
Xingyu Han
,
Anyan Huang
,
Hongtao Wu
,
Hong Wang
, Yefeng Zheng,
Abhijeet Kumar
,
Aman Kumar
,
Marcos V. Conde
,
Paula Garrido
,
Daniel Feijoo
,
Juan C. Benito
,
Guanglu Dong
,
Xin Lin
,
Siyuan Liu
,
Tianheng Zheng
,
Jiayu Zhong
,
Shouyi Wang
,
Xiangtai Li
,
Lanqing Guo
,
Lu Qi
,
Chao Ren
,
Shuaibo Wang
,
Shilong Zhang
,
Wanyu Zhou
,
Yunze Wu
,
Qinzhong Tan
,
Jieyuan Pei
,
Zhuoxuan Li
,
Jiayu Wang
,
Haoyu Bian
,
Haoran Sun
,
Subhajit Paul
,
Ni Tang
,
Junhao Huang
,
Zihan Cheng
,
Hongyun Zhu
,
Yuehan Wu
,
Kaixin Deng
,
Huang Ouyang
,
Tianxin Xiao
,
Fan Yang
,
Zhizun Luo
,
Zeyu Xiao
,
Zhuoyuan Li
,
Pham Hoang Le Nguyen
,
Dinh Thien An
,
Luu Thanh Son
,
Kiet Van Nguyen
,
Ronghua Xu
,
Xianmin Tian
,
Weijian Zhou
,
Jiacheng Zhang
,
Yuqian Chen
,
Yihang Duan
,
Yujie Wu
,
Suresh Raikwar
,
Arsh Garg
,
Kritika Kritika
,
Jianhua Zheng
,
Xiaoshan Ma
,
Ruolin Zhao
,
Yongyu Yang
,
Yongsheng Liang
,
Guiming Huang
,
Qiang Li
,
Hongbin Zhang
,
Xiangyu Zheng
,
A. N. Rajagopalan
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
CVPR 2025 ·
Qi Bi
,
Jingjun Yi
,
Huimin Huang
,
Hao Zheng
,
Haolan Zhan
,
Yawen Huang
,
Yuexiang Li
,
Xian Wu
, Yefeng Zheng
PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction
MICCAI 2025 ·
Yuxuan Long
,
Yulin Zhang
,
Hong Wang
,
Xiaodong Kuang
,
Hailiang Huang
,
Fan Rao
,
Huafeng Liu
, Yefeng Zheng,
Wentao Zhu
RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
MICCAI 2025 ·
Hong Liu
,
Dong Wei
,
Zhe Xu
,
Xian Wu
, Yefeng Zheng,
Liansheng Wang
RareSyn: Health Record Synthesis for Rare Disease Diagnosis
EMNLP 2025 ·
Huimin Wang
,
Yutian Zhao
, Yefeng Zheng,
Xian Wu
SAMVSR: Leveraging Semantic Priors to Zone-Focused Mamba for Video Snow Removal
ACM MM 2025 ·
Hongtao Wu
,
Yifeng Wu
,
Jiaxuan Jiang
,
Chengyu Wu
,
Hong Wang
, Yefeng Zheng
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data
ICCV 2025 ·
Qi Chen
,
Xinze Zhou
,
Chen Liu
,
Hao Chen
,
Wenxuan Li
,
Zekun Jiang
,
Ziyan Huang
,
Yuxuan Zhao
,
Dexin Yu
,
Junjun He
, Yefeng Zheng,
Ling Shao
,
Alan L. Yuille
,
Zongwei Zhou
Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement
ACM MM 2025 ·
Jia-Xuan Jiang
,
Jiashuai Liu
,
Hongtao Wu
,
Yifeng Wu
,
Zhong Wang
,
Qi Bi
, Yefeng Zheng
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
EMNLP 2025 ·
Zhengyi Zhao
,
Shubo Zhang
,
Zezhong Wang
,
Huimin Wang
,
Yutian Zhao
,
Bin Liang
, Yefeng Zheng,
Binyang Li
,
Kam-Fai Wong
,
Xian Wu
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
MICCAI 2025 ·
Minye Shao
,
Xingyu Miao
,
Haoran Duan
,
Zeyu Wang
,
Jingkun Chen
,
Yawen Huang
,
Xian Wu
,
Jingjing Deng
,
Yang Long
, Yefeng Zheng
The Curse of Depth in Large Language Models
NeurIPS 2025 ·
Wenfang Sun
,
Xinyuan Song
,
Pengxiang Li
,
Lu Yin
, Yefeng Zheng,
Shiwei Liu
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
NeurIPS 2025 ·
Xixian Yong
,
Xiao Zhou
,
Yingying Zhang
,
Jinlin Li
, Yefeng Zheng,
Xian Wu
TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation
ICCV 2025 ·
Jiale Zhou
,
Wenhan Wang
,
Shikun Li
,
Xiaolei Qu
,
Xin Guo
,
Yizhong Liu
,
Wenzhong Tang
,
Xun Lin
, Yefeng Zheng
Training-free LLM Merging for Multi-task Learning
ACL 2025 ·
Zichuan Fu
,
Xian Wu
,
Yejing Wang
,
Wanyu Wang
,
Shanshan Ye
,
Hongzhi Yin
,
Yi Chang
, Yefeng Zheng,
Xiangyu Zhao
Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
ACM MM 2024 ·
Zhanpeng Chen
,
Zhihong Zhu
,
Wanshi Xu
,
Yunyan Zhang
,
Xian Wu
, Yefeng Zheng
Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
EMNLP 2024 ·
Yutian Zhao
,
Huimin Wang
,
Yuqi Liu
,
Suhuang Wu
,
Xian Wu
, Yefeng Zheng
Causally Debiased Time-aware Recommendation
WWW 2024 ·
Lei Wang
,
Chen Ma
,
Xian Wu
,
Zhaopeng Qiu
, Yefeng Zheng,
Xu Chen
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024 ·
Huimin Huang
,
Yawen Huang
,
Shiao Xie
,
Lanfen Lin
,
Ruofeng Tong
,
Yen-Wei Chen
,
Yuexiang Li
, Yefeng Zheng
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
AAAI 2024 ·
Yi Cheng
,
Wenge Liu
,
Jian Wang
,
Chak Tou Leong
,
Yi Ouyang
,
Wenjie Li
,
Xian Wu
, Yefeng Zheng
DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
EMNLP 2024 ·
Zhihong Zhu
,
Kefan Shen
,
Zhaorun Chen
,
Yunyan Zhang
,
Yuyan Chen
,
Xiaoqi Jiao
,
Zhongwei Wan
,
Shaorong Xie
,
Wei Liu
,
Xian Wu
, Yefeng Zheng
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
CIKM 2024 ·
Derong Xu
,
Ziheng Zhang
,
Zhihong Zhu
,
Zhenxi Lin
,
Qidong Liu
,
Xian Wu
,
Tong Xu
,
Wanyu Wang
,
Yuyang Ye
,
Xiangyu Zhao
,
Enhong Chen
, Yefeng Zheng
FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image Segmentation
MICCAI 2024 ·
Zhe Xu
,
Cheng Chen
,
Donghuan Lu
,
Jinghan Sun
,
Dong Wei
, Yefeng Zheng,
Quanzheng Li
,
Raymond Kai-Yu Tong
Federated Learning via Input-Output Collaborative Distillation
AAAI 2024 ·
Xuan Gong
,
Shanglin Li
,
Yuxiang Bao
,
Barry Yao
,
Yawen Huang
,
Ziyan Wu
,
Baochang Zhang
, Yefeng Zheng,
David S. Doermann
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation
AAAI 2024 ·
Qian Dai
,
Dong Wei
,
Hong Liu
,
Jinghan Sun
,
Liansheng Wang
, Yefeng Zheng
Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models
CVPR 2024 ·
Huimin Huang
,
Yawen Huang
,
Lanfen Lin
,
Ruofeng Tong
,
Yen-Wei Chen
,
Hao Zheng
,
Yuexiang Li
, Yefeng Zheng
GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph
WWW 2024 ·
Xi Sheryl Zhang
,
Weifan Guan
,
Jiahao Lu
,
Zhaopeng Qiu
,
Jian Cheng
,
Xian Wu
, Yefeng Zheng
Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation
MICCAI 2024 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Haolan Zhan
,
Wei Ji
,
Yawen Huang
,
Shaoxin Li
,
Yuexiang Li
, Yefeng Zheng,
Feiyue Huang
InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
ACM MM 2024 ·
Zhihong Zhu
,
Xuxin Cheng
,
Zhaorun Chen
,
Yuyan Chen
,
Yunyan Zhang
,
Xian Wu
, Yefeng Zheng,
Bowen Xing
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
NeurIPS 2024 ·
Qidong Liu
,
Xian Wu
,
Yejing Wang
,
Zijian Zhang
,
Feng Tian
, Yefeng Zheng,
Xiangyu Zhao
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
NeurIPS 2024 ·
Qi Bi
,
Jingjun Yi
,
Hao Zheng
,
Haolan Zhan
,
Yawen Huang
,
Wei Ji
,
Yuexiang Li
, Yefeng Zheng
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries
AAAI 2024 ·
Qi Bi
,
Jingjun Yi
,
Hao Zheng
,
Wei Ji
,
Yawen Huang
,
Yuexiang Li
, Yefeng Zheng
Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation
ACM MM 2024 ·
Jingjun Yi
,
Qi Bi
,
Hao Zheng
,
Haolan Zhan
,
Wei Ji
,
Yawen Huang
,
Yuexiang Li
, Yefeng Zheng
Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets
MICCAI 2024 ·
Hong Liu
,
Dong Wei
,
Donghuan Lu
,
Jinghan Sun
,
Hao Zheng
, Yefeng Zheng,
Liansheng Wang
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
NeurIPS 2024 ·
Xian Wu
,
Yutian Zhao
,
Yunyan Zhang
,
Jiageng Wu
,
Zhihong Zhu
,
Yingying Zhang
,
Yi Ouyang
,
Ziheng Zhang
,
Huimin Wang
,
Zhenxi Lin
,
Jie Yang
,
Shuang Zhao
, Yefeng Zheng
Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
ICML 2024 ·
Yichen Wu
,
Hong Wang
,
Peilin Zhao
, Yefeng Zheng,
Ying Wei
,
Long-Kai Huang
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024 ·
Derong Xu
,
Ziheng Zhang
,
Zhihong Zhu
,
Zhenxi Lin
,
Qidong Liu
,
Xian Wu
,
Tong Xu
,
Xiangyu Zhao
, Yefeng Zheng,
Enhong Chen
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction
MICCAI 2024 ·
Conghao Xiong
,
Hao Chen
,
Hao Zheng
,
Dong Wei
, Yefeng Zheng,
Joseph J. Y. Sung
,
Irwin King
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
MICCAI 2024 ·
Zhihong Zhu
,
Xuxin Cheng
,
Yunyan Zhang
,
Zhaorun Chen
,
Qingqing Long
,
Hongxiang Li
,
Zhiqi Huang
,
Xian Wu
, Yefeng Zheng
Pre-trained Online Contrastive Learning for Insurance Fraud Detection
AAAI 2024 ·
Rui Zhang
,
Dawei Cheng
,
Jie Yang
,
Yi Ouyang
,
Xian Wu
, Yefeng Zheng,
Changjun Jiang
Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach
IJCAI 2024 ·
Jiasheng Wu
,
Xin Liu
,
Dawei Cheng
,
Yi Ouyang
,
Xian Wu
, Yefeng Zheng
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
NeurIPS 2024 ·
Qi Bi
,
Jingjun Yi
,
Hao Zheng
,
Wei Ji
,
Haolan Zhan
,
Yawen Huang
,
Yuexiang Li
, Yefeng Zheng
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
MICCAI 2024 ·
Conghao Xiong
,
Yi Lin
,
Hao Chen
,
Hao Zheng
,
Dong Wei
, Yefeng Zheng,
Joseph J. Y. Sung
,
Irwin King
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
IJCAI 2024 ·
Zhihong Zhu
,
Xianwei Zhuang
,
Yunyan Zhang
,
Derong Xu
,
Guimin Hu
,
Xian Wu
, Yefeng Zheng
Tune-an-Ellipse: CLIP Has Potential to Find what you Want
CVPR 2024 ·
Jinheng Xie
,
Songhe Deng
,
Bing Li
,
Haozhe Liu
,
Yawen Huang
, Yefeng Zheng,
Jürgen Schmidhuber
,
Bernard Ghanem
,
Linlin Shen
,
Mike Zheng Shou
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
CVPR 2024 ·
Jiangbo Shi
,
Chen Li
,
Tieliang Gong
, Yefeng Zheng,
Huazhu Fu
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
SIGIR 2024 ·
Qidong Liu
,
Xian Wu
,
Xiangyu Zhao
,
Yuanshao Zhu
,
Derong Xu
,
Feng Tian
, Yefeng Zheng
imapScore: Medical Fact Evaluation Made Easy
ACL 2024 ·
Huimin Wang
,
Yutian Zhao
,
Xian Wu
, Yefeng Zheng