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Yong Liu

A*STAR, Artificial Intelligence Initiative, Singapore

22 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

MICCAI ×10AAAI ×4ICLR ×3ACM MM ×1CVPR ×1ECAI ×1NeurIPS ×1WACV ×1

Frequent coauthors

Lei Zhu
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Yunlu Yan
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Yang Zhou
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Bishwamittra Ghosh
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Danni Peng
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Chun-Mei Feng
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Yuan Wang
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Zitong Huang
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Xiaofeng Lei
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Menghan Zhou
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Renuga Kanagavelu
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Kun Huang
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Papers

  1. Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes
    AAAI 2026 ·
    Yang Zhou
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  2. Ad2Mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation
    WACV 2025 ·
    Lei Zhu
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  3. AdvMIM: Adversarial Masked Image Modeling for Semi-supervised Medical Image Segmentation
    MICCAI 2025 ·
    Lei Zhu
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  4. Federated Residual Low-Rank Adaptation of Large Language Models
    ICLR 2025 ·
    Yunlu Yan
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  5. History-Aware and Dynamic Client Contribution in Federated Learning
    ECAI 2025 ·
    Bishwamittra Ghosh
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  6. Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
    AAAI 2025 ·
    Danni Peng
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  7. MaskedCLIP: Bridging the Masked and CLIP Space for Semi-supervised Medical Vision-Language Pre-training
    MICCAI 2025 ·
    Lei Zhu
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  8. On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
    ICLR 2025 ·
    Yunlu Yan
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  9. VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering
    AAAI 2025 ·
    Chun-Mei Feng
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  10. A New Perspective to Boost Performance Fairness For Medical Federated Learning
    MICCAI 2024 ·
    Yunlu Yan
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  11. An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
    CVPR 2024 ·
    Yuan Wang
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  12. BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
    NeurIPS 2024 ·
    Yang Zhou
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  13. Class Balance Matters to Active Class-Incremental Learning
    ACM MM 2024 ·
    Zitong Huang
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  14. Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust
    MICCAI 2024 ·
    Xiaofeng Lei
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  15. MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image Classification
    MICCAI 2024 ·
    Menghan Zhou
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  16. MedSynth: Leveraging Generative Model for Healthcare Data Sharing
    MICCAI 2024 ·
    Renuga Kanagavelu
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  17. Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models
    MICCAI 2024 ·
    Kun Huang
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  18. Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting
    MICCAI 2024 ·
    Yanyu Xu
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  19. RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction
    AAAI 2024 ·
    Tanvi Verma
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  20. Sentence-level Prompts Benefit Composed Image Retrieval
    ICLR 2024 ·
    Yang Bai
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  21. Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development
    MICCAI 2024 ·
    Yuncheng Jiang
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  22. UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling
    MICCAI 2024 ·
    Kai Yu
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