PPaperPicks

Lequan Yu

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

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Venues

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

Frequent coauthors

Fuying Wang
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Yinghao Zhu
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Yanyan Huang
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Min Cen
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Lingting Zhu
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Hao Li
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Yushi Feng
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Ziyan Xiao
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Tsai Hor Chan
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Feng Wu
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Jian Chen
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Zhenfeng Zhuang
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Papers

  1. 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
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  2. FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI
    AAAI 2026 ·
    Hao Li
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  3. PASS: Probabilistic Agentic Supernet Sampling for Interpretable and Adaptive Chest X-Ray Reasoning
    AAAI 2026 ·
    Yushi Feng
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  4. A Dynamic Agent Framework for Large Language Model Reasoning for Medical and Visual Question Answering
    ICCV 2025 ·
    Ziyan Xiao
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  5. Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
    NeurIPS 2025 ·
    Tsai Hor Chan
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  6. Bridging Radiological Images and Factors with Vision-Language Model for Accurate Diagnosis of Proliferative Hepatocellular Carcinoma
    MICCAI 2025 ·
    Yanyan Huang
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  7. C2 MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
    ICCV 2025 ·
    Min Cen
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  8. CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
    ACL 2025 ·
    Fuying Wang
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  9. Cross-Modal Alignment via Variational Copula Modelling
    ICML 2025 ·
    Feng Wu
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  10. DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
    IJCAI 2025 ·
    Jian Chen
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  11. Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning
    AAAI 2025 ·
    Zhenfeng Zhuang
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  12. From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
    ICLR 2025 ·
    Qinshuo Liu
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  13. From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
    ICML 2025 ·
    Fuying Wang
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  14. HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis
    MICCAI 2025 ·
    Peixiang Huang
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  15. Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
    AAAI 2025 ·
    Lingting Zhu
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  16. MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
    NeurIPS 2025 ·
    Yinghao Zhu
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  17. MoST-IG: Morphology-Guided Spatial Transcriptomics Integration via Visual-Genomic Graph Optimal Transport
    MICCAI 2025 ·
    Liting Yu
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  18. Variational Pólya Tree
    NeurIPS 2025 ·
    Lu Xu
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  19. Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring
    MICCAI 2024 ·
    Qiong Peng
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  20. Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference
    AAAI 2024 ·
    Weiping Lin
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  21. EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
    MICCAI 2024 ·
    Lingting Zhu
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  22. Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
    NeurIPS 2024 ·
    Yanyan Huang
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  23. HERGen: Elevating Radiology Report Generation with Longitudinal Data
    ECCV 2024 ·
    Fuying Wang
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  24. L2B: Learning to Bootstrap Robust Models for Combating Label Noise
    CVPR 2024 ·
    Yuyin Zhou
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  25. Memory-Efficient Prompt Tuning for Incremental Histopathology Classification
    AAAI 2024 ·
    Yu Zhu
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  26. ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction
    MICCAI 2024 ·
    Min Cen
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  27. Swin-UMamba: Mamba-Based UNet with ImageNet-Based Pretraining
    MICCAI 2024 ·
    Jiarun Liu
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  28. cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
    ECCV 2024 ·
    Yihang Chen
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