PPaperPicks

Yong Liu

A*STAR, Artificial Intelligence Initiative, Singapore

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

DBLP profile ↗ORCID 0000-0002-1590-2029 ↗Homepage ↗

Venues

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

Frequent coauthors

Rick Siow Mong Goh
×17
Xinxing Xu
×8
Chun-Mei Feng
×7
Huazhu Fu
×7
Lei Zhu
×6
Yang Bai
×5
Wangmeng Zuo
×5
Yanyu Xu
×4
Yuan Wang
×4
Qingsong Wei
×4
Salman Khan
×4
Ching-Yu Cheng
×4

Papers

  1. Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes
    AAAI 2026 ·
    Yang Zhou
    ,
    Zhenting Sheng
    ,
    Mingrui Tan
    ,
    Yuting Song
    ,
    Jun Zhou
    ,
    Yu Heng Kwan
    ,
    Lian Leng Low
    ,
    Yang Bai
    , Yong Liu
  2. Ad2Mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation
    WACV 2025 ·
    Lei Zhu
    ,
    Yanyu Xu
    , Yong Liu,
    Rick Siow Mong Goh
    ,
    Xinxing Xu
  3. AdvMIM: Adversarial Masked Image Modeling for Semi-supervised Medical Image Segmentation
    MICCAI 2025 ·
    Lei Zhu
    ,
    Jun Zhou
    ,
    Rick Siow Mong Goh
    , Yong Liu
  4. Federated Residual Low-Rank Adaptation of Large Language Models
    ICLR 2025 ·
    Yunlu Yan
    ,
    Chun-Mei Feng
    ,
    Wangmeng Zuo
    ,
    Rick Siow Mong Goh
    , Yong Liu,
    Lei Zhu
  5. History-Aware and Dynamic Client Contribution in Federated Learning
    ECAI 2025 ·
    Bishwamittra Ghosh
    ,
    Debabrota Basu
    ,
    Huazhu Fu
    ,
    Yuan Wang
    ,
    Renuga Kanagavelu
    ,
    Jinpeng Jiang
    , Yong Liu,
    Rick Siow Mong Goh
    ,
    Qingsong Wei
  6. Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
    AAAI 2025 ·
    Danni Peng
    ,
    Yuan Wang
    ,
    Huazhu Fu
    ,
    Jinpeng Jiang
    , Yong Liu,
    Rick Siow Mong Goh
    ,
    Qingsong Wei
  7. MaskedCLIP: Bridging the Masked and CLIP Space for Semi-supervised Medical Vision-Language Pre-training
    MICCAI 2025 ·
    Lei Zhu
    ,
    Jun Zhou
    ,
    Rick Siow Mong Goh
    , Yong Liu
  8. On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
    ICLR 2025 ·
    Yunlu Yan
    ,
    Chun-Mei Feng
    ,
    Wangmeng Zuo
    ,
    Salman H. Khan
    , Yong Liu,
    Lei Zhu
  9. VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering
    AAAI 2025 ·
    Chun-Mei Feng
    ,
    Yang Bai
    ,
    Tao Luo
    ,
    Zhen Li
    ,
    Salman H. Khan
    ,
    Wangmeng Zuo
    ,
    Rick Siow Mong Goh
    , Yong Liu
  10. A New Perspective to Boost Performance Fairness For Medical Federated Learning
    MICCAI 2024 ·
    Yunlu Yan
    ,
    Lei Zhu
    ,
    Yuexiang Li
    ,
    Xinxing Xu
    ,
    Rick Siow Mong Goh
    , Yong Liu,
    Salman H. Khan
    ,
    Chun-Mei Feng
  11. An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
    CVPR 2024 ·
    Yuan Wang
    ,
    Huazhu Fu
    ,
    Renuga Kanagavelu
    ,
    Qingsong Wei
    , Yong Liu,
    Rick Siow Mong Goh
  12. BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
    NeurIPS 2024 ·
    Yang Zhou
    ,
    Tan Li Hui Faith
    ,
    Yanyu Xu
    ,
    Sicong Leng
    ,
    Xinxing Xu
    , Yong Liu,
    Rick Siow Mong Goh
  13. Class Balance Matters to Active Class-Incremental Learning
    ACM MM 2024 ·
    Zitong Huang
    ,
    Ze Chen
    ,
    Yuanze Li
    ,
    Bowen Dong
    ,
    Erjin Zhou
    , Yong Liu,
    Rick Siow Mong Goh
    ,
    Chun-Mei Feng
    ,
    Wangmeng Zuo
  14. Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust
    MICCAI 2024 ·
    Xiaofeng Lei
    ,
    Yih Chung Tham
    ,
    Jocelyn Hui Lin Goh
    ,
    Yangqin Feng
    ,
    Yang Bai
    ,
    Zhi Da Soh
    ,
    Rick Siow Mong Goh
    ,
    Xinxing Xu
    , Yong Liu,
    Ching-Yu Cheng
  15. MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image Classification
    MICCAI 2024 ·
    Menghan Zhou
    ,
    Yanyu Xu
    ,
    Zhi Da Soh
    ,
    Huazhu Fu
    ,
    Rick Siow Mong Goh
    ,
    Ching-Yu Cheng
    , Yong Liu,
    Liangli Zhen
  16. MedSynth: Leveraging Generative Model for Healthcare Data Sharing
    MICCAI 2024 ·
    Renuga Kanagavelu
    ,
    Madhav Walia
    ,
    Yuan Wang
    ,
    Huazhu Fu
    ,
    Qingsong Wei
    , Yong Liu,
    Rick Siow Mong Goh
  17. Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models
    MICCAI 2024 ·
    Kun Huang
    ,
    Xiao Ma
    ,
    Yuhan Zhang
    ,
    Na Su
    ,
    Songtao Yuan
    , Yong Liu,
    Qiang Chen
    ,
    Huazhu Fu
  18. Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting
    MICCAI 2024 ·
    Yanyu Xu
    ,
    Yingzhi Xia
    ,
    Huazhu Fu
    ,
    Rick Siow Mong Goh
    , Yong Liu,
    Xinxing Xu
  19. RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction
    AAAI 2024 ·
    Tanvi Verma
    ,
    Linh Le Dinh
    ,
    Nicholas Tan
    ,
    Xinxing Xu
    ,
    Ching-Yu Cheng
    , Yong Liu
  20. Sentence-level Prompts Benefit Composed Image Retrieval
    ICLR 2024 ·
    Yang Bai
    ,
    Xinxing Xu
    , Yong Liu,
    Salman Khan
    ,
    Fahad Khan
    ,
    Wangmeng Zuo
    ,
    Rick Siow Mong Goh
    ,
    Chun-Mei Feng
  21. Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development
    MICCAI 2024 ·
    Yuncheng Jiang
    ,
    Yiwen Hu
    ,
    Zixun Zhang
    ,
    Jun Wei
    ,
    Chun-Mei Feng
    ,
    Xuemei Tang
    ,
    Xiang Wan
    , Yong Liu,
    Shuguang Cui
    ,
    Zhen Li
  22. UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling
    MICCAI 2024 ·
    Kai Yu
    ,
    Yang Zhou
    ,
    Yang Bai
    ,
    Zhi Da Soh
    ,
    Xinxing Xu
    ,
    Rick Siow Mong Goh
    ,
    Ching-Yu Cheng
    , Yong Liu