Lequan Yu

28 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9315-6527 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×7 AAAI ×6 NeurIPS ×4 ECCV ×2 ICCV ×2 ICML ×2 ACL ×1 CHI ×1 CVPR ×1 ICLR ×1 IJCAI ×1

Frequent coauthors

Liansheng Wang

×6

Zhenfeng Zhuang

×5

Tsai Hor Chan

×4

Guosheng Yin

×4

Fuying Wang

×4

Weiqin Zhao

×4

Lingting Zhu

×3

Feng Wu

×3

Yihang Chen

×3

Yanyan Huang

×3

Min Cen

×3

Baptiste Magnier

×3

Papers

Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics
CHI 2026 ·
Yinghao Zhu
,
Dehao Sui
,
Zixiang Wang
,
Xuning Hu
,
Lei Gu
,
Yifan Qi
,
Tianchen Wu
,
Ling Wang
,
Yuan Wei
,
Wen Tang
,
Zhihan Cui
,
Yasha Wang
, Lequan Yu,
Ewen M. Harrison
,
Junyi Gao
,
Liantao Ma
FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI
AAAI 2026 ·
Hao Li
,
Zhenfeng Zhuang
,
Jingyu Lin
,
Yu Liu
,
Yifei Chen
,
Qiong Peng
, Lequan Yu,
Liansheng Wang
PASS: Probabilistic Agentic Supernet Sampling for Interpretable and Adaptive Chest X-Ray Reasoning
AAAI 2026 ·
Yushi Feng
,
Junye Du
,
Yingying Hong
,
Qifan Wang
, Lequan Yu
A Dynamic Agent Framework for Large Language Model Reasoning for Medical and Visual Question Answering
ICCV 2025 ·
Ziyan Xiao
,
Ruiyang Zhang
,
Yushi Feng
,
Lingting Zhu
,
Liang Peng
, Lequan Yu
Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
NeurIPS 2025 ·
Tsai Hor Chan
,
Feng Wu
,
Yihang Chen
,
Guosheng Yin
, Lequan Yu
Bridging Radiological Images and Factors with Vision-Language Model for Accurate Diagnosis of Proliferative Hepatocellular Carcinoma
MICCAI 2025 ·
Yanyan Huang
,
Wanli Zhang
,
Peixiang Huang
,
Yu Fu
,
Ruimeng Yang
, Lequan Yu
C2 MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
ICCV 2025 ·
Min Cen
,
Zhenfeng Zhuang
,
Yuzhe Zhang
,
Min Zeng
,
Baptiste Magnier
, Lequan Yu,
Hong Zhang
,
Liansheng Wang
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
ACL 2025 ·
Fuying Wang
,
Feng Wu
,
Yihan Tang
, Lequan Yu
Cross-Modal Alignment via Variational Copula Modelling
ICML 2025 ·
Feng Wu
,
Tsai Hor Chan
,
Fuying Wang
,
Guosheng Yin
, Lequan Yu
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
IJCAI 2025 ·
Jian Chen
,
Xiaoru Dong
,
Wei Wang
,
Shaorui Zhou
, Lequan Yu,
Xiping Hu
Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning
AAAI 2025 ·
Zhenfeng Zhuang
,
Min Cen
,
Yanfeng Li
,
Fangyu Zhou
, Lequan Yu,
Baptiste Magnier
,
Liansheng Wang
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
ICLR 2025 ·
Qinshuo Liu
,
Weiqin Zhao
,
Wei Huang
,
Yanwen Fang
, Lequan Yu,
Guodong Li
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
ICML 2025 ·
Fuying Wang
,
Jiacheng Xu
, Lequan Yu
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis
MICCAI 2025 ·
Peixiang Huang
,
Yanyan Huang
,
Weiqin Zhao
,
Junjun He
, Lequan Yu
Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
AAAI 2025 ·
Lingting Zhu
,
Guying Lin
,
Jinnan Chen
,
Xinjie Zhang
,
Zhenchao Jin
,
Zhao Wang
, Lequan Yu
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
NeurIPS 2025 ·
Yinghao Zhu
,
Ziyi He
,
Haoran Hu
,
Xiaochen Zheng
,
Xichen Zhang
,
Jiyao Wang
,
Junyi Gao
,
Liantao Ma
, Lequan Yu
MoST-IG: Morphology-Guided Spatial Transcriptomics Integration via Visual-Genomic Graph Optimal Transport
MICCAI 2025 ·
Liting Yu
,
Tao Ma
,
Weiqin Zhao
,
Zhuo Liang
, Lequan Yu
Variational Pólya Tree
NeurIPS 2025 ·
Lu Xu
,
Tsai Hor Chan
, Lequan Yu,
Kwok Fai Lam
,
Guosheng Yin
Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring
MICCAI 2024 ·
Qiong Peng
,
Weiping Lin
,
Yihuang Hu
,
Ailisi Bao
,
Chenyu Lian
,
Weiwei Wei
,
Meng Yue
,
Jingxin Liu
, Lequan Yu,
Liansheng Wang
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference
AAAI 2024 ·
Weiping Lin
,
Zhenfeng Zhuang
, Lequan Yu,
Liansheng Wang
EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
MICCAI 2024 ·
Lingting Zhu
,
Zhao Wang
,
Jiahao Cui
,
Zhenchao Jin
,
Guying Lin
, Lequan Yu
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
NeurIPS 2024 ·
Yanyan Huang
,
Weiqin Zhao
,
Yihang Chen
,
Yu Fu
, Lequan Yu
HERGen: Elevating Radiology Report Generation with Longitudinal Data
ECCV 2024 ·
Fuying Wang
,
Shenghui Du
, Lequan Yu
L2B: Learning to Bootstrap Robust Models for Combating Label Noise
CVPR 2024 ·
Yuyin Zhou
,
Xianhang Li
,
Fengze Liu
,
Qingyue Wei
,
Xuxi Chen
, Lequan Yu,
Cihang Xie
,
Matthew P. Lungren
,
Lei Xing
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification
AAAI 2024 ·
Yu Zhu
,
Kang Li
, Lequan Yu,
Pheng-Ann Heng
ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction
MICCAI 2024 ·
Min Cen
,
Zheng Wang
,
Zhenfeng Zhuang
,
Hong Zhang
,
Dan Su
,
Zhen Bao
,
Weiwei Wei
,
Baptiste Magnier
, Lequan Yu,
Liansheng Wang
Swin-UMamba: Mamba-Based UNet with ImageNet-Based Pretraining
MICCAI 2024 ·
Jiarun Liu
,
Hao Yang
,
Hong-Yu Zhou
,
Yan Xi
, Lequan Yu,
Cheng Li
,
Yong Liang
,
Guangming Shi
,
Yizhou Yu
,
Shaoting Zhang
,
Hairong Zheng
,
Shanshan Wang
cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
ECCV 2024 ·
Yihang Chen
,
Tsai Hor Chan
,
Guosheng Yin
,
Yuming Jiang
, Lequan Yu