PPaperPicks

Xiaomeng Li

Hong Kong University of Science and Technology, Hong Kong

37 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1105-8083 ↗Homepage ↗

Venues

MICCAI ×16CVPR ×5NeurIPS ×4AAAI ×2ECCV ×2ICLR ×2ICML ×2ACL ×1ICCV ×1SIGKDD ×1WWW ×1

Frequent coauthors

Yiqun Lin
×10
Hualiang Wang
×8
Marawan Elbatel
×6
Jiewen Yang
×6
Yi Qin
×5
Haonan Wang
×5
Bin Pu
×5
Xinpeng Ding
×5
Chubin Ou
×4
Yi Li
×4
Hui Tang
×3
Jixiang Chen
×3

Papers

  1. CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation
    AAAI 2026 ·
    Zhuangzhuang Chen
    ,
    Qiangyu Chen
    ,
    Chubin Ou
    , Xiaomeng Li
  2. Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
    ACL 2026 ·
    Ki Sen Hung
    ,
    Xi Yang
    ,
    Chang Liu
    ,
    Haoran Li
    ,
    Kejiang Chen
    ,
    Changxuan Fan
    ,
    Tsun On Kwok
    ,
    Weiming Zhang
    , Xiaomeng Li,
    Yangqiu Song
  3. Adaptive Frame Selection for Gestational Age Estimation from Blind Sweep Fetal Ultrasound Videos
    MICCAI 2025 ·
    Tanya Akumu
    ,
    Marawan Elbatel
    ,
    Víctor M. Campello
    ,
    Richard Osuala
    ,
    Carlos Martín-Isla
    ,
    Ignacio Valenzuela
    , Xiaomeng Li,
    Bishesh Khanal
    ,
    Karim Lekadir
  4. Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation
    MICCAI 2025 ·
    Enrique Almar-Munoz
    ,
    Marawan Elbatel
    ,
    Cristian Izquierdo
    ,
    Illia Stepin
    ,
    Machteld J. Boonstra
    , Xiaomeng Li,
    Christian Kremser
    ,
    Matthias Schwab
    ,
    Steffen E. Petersen
    ,
    Markus Haltmeier
    ,
    Agnes Mayr
    ,
    Karim Lekadir
  5. Concept-Based Unsupervised Domain Adaptation
    ICML 2025 ·
    Xinyue Xu
    ,
    Yueying Hu
    ,
    Hui Tang
    ,
    Yi Qin
    ,
    Lu Mi
    ,
    Hao Wang
    , Xiaomeng Li
  6. Cross-View Generalized Diffusion Model for Sparse-View CT Reconstruction
    MICCAI 2025 ·
    Jixiang Chen
    ,
    Yiqun Lin
    ,
    Yi Qin
    ,
    Hualiang Wang
    , Xiaomeng Li
  7. Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness
    SIGKDD 2025 ·
    Chuang Zhao
    ,
    Hui Tang
    ,
    Hongke Zhao
    , Xiaomeng Li
  8. Echo-Path: Pathology-Conditioned Echo Video Generation
    MICCAI 2025 ·
    Kabir Hamzah Muhammad
    ,
    Marawan Elbatel
    ,
    Yi Qin
    , Xiaomeng Li
  9. EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography
    MICCAI 2025 ·
    Shanshan Song
    ,
    Yi Qin
    ,
    Honglong Yang
    ,
    Taoran Huang
    ,
    Hongwen Fei
    , Xiaomeng Li
  10. Gate to the Vessel: Residual Experts Restore What SAM Overlooks
    NeurIPS 2025 ·
    Weili Jiang
    ,
    Jinrong Lv
    ,
    Xun Gong
    , Xiaomeng Li,
    Chubin Ou
  11. Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model
    MICCAI 2025 ·
    Anbang Wang
    ,
    Marawan Elbatel
    ,
    Keyuan Liu
    ,
    Lizhuo Lin
    ,
    Meng Lan
    ,
    Yanqi Yang
    , Xiaomeng Li
  12. Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
    ICLR 2025 ·
    Lehan Wang
    ,
    Haonan Wang
    ,
    Honglong Yang
    ,
    Jiaji Mao
    ,
    Zehong Yang
    ,
    Jun Shen
    , Xiaomeng Li
  13. Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation
    AAAI 2025 ·
    Bin Pu
    ,
    Xingguo Lv
    ,
    Jiewen Yang
    ,
    Xingbo Dong
    ,
    Yiqun Lin
    ,
    Shengli Li
    ,
    Kenli Li
    , Xiaomeng Li
  14. MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification
    MICCAI 2025 ·
    Tianqi Xiang
    ,
    Yi Li
    ,
    Qixiang Zhang
    , Xiaomeng Li
  15. MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation
    CVPR 2025 ·
    Zhuangzhuang Chen
    ,
    Hualiang Wang
    ,
    Chubin Ou
    , Xiaomeng Li
  16. Multi-agent Collaboration for Integrating Echocardiography Expertise in Multi-modal Large Language Models
    MICCAI 2025 ·
    Yi Qin
    ,
    Dinusara Sasindu Gamage Nanayakkara
    , Xiaomeng Li
  17. Token Activation Map to Visually Explain Multimodal LLMs
    ICCV 2025 ·
    Yi Li
    ,
    Hualiang Wang
    ,
    Xinpeng Ding
    ,
    Haonan Wang
    , Xiaomeng Li
  18. Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases
    WWW 2025 ·
    Chuang Zhao
    ,
    Hui Tang
    ,
    Jiheng Zhang
    , Xiaomeng Li
  19. VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction
    MICCAI 2025 ·
    Lehan Wang
    ,
    Hualiang Wang
    ,
    Chubin Ou
    ,
    Lushi Chen
    ,
    Yunyi Liang
    , Xiaomeng Li
  20. ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
    NeurIPS 2025 ·
    Haonan Wang
    ,
    Jingyu Lu
    ,
    Hongrui Li
    , Xiaomeng Li
  21. AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
    CVPR 2024 ·
    Haonan Wang
    ,
    Qixiang Zhang
    ,
    Yi Li
    , Xiaomeng Li
  22. An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis
    MICCAI 2024 ·
    Marawan Elbatel
    ,
    Konstantinos Kamnitsas
    , Xiaomeng Li
  23. Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
    NeurIPS 2024 ·
    Jiewen Yang
    ,
    Yiqun Lin
    ,
    Bin Pu
    , Xiaomeng Li
  24. C2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction
    CVPR 2024 ·
    Yiqun Lin
    ,
    Jiewen Yang
    ,
    Hualiang Wang
    ,
    Xinpeng Ding
    ,
    Wei Zhao
    , Xiaomeng Li
  25. CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos
    ECCV 2024 ·
    Jiewen Yang
    ,
    Yiqun Lin
    ,
    Bin Pu
    ,
    Jiarong Guo
    ,
    Xiaowei Xu
    , Xiaomeng Li
  26. Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
    ICLR 2024 ·
    Xinyue Xu
    ,
    Yi Qin
    ,
    Lu Mi
    ,
    Hao Wang
    , Xiaomeng Li
  27. FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images
    MICCAI 2024 ·
    Marawan Elbatel
    ,
    Keyuan Liu
    ,
    Yanqi Yang
    , Xiaomeng Li
  28. Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-parametric Classifier
    MICCAI 2024 ·
    Yi Li
    ,
    Qixiang Zhang
    ,
    Tianqi Xiang
    ,
    Yiqun Lin
    ,
    Qingling Zhang
    , Xiaomeng Li
  29. HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis
    MICCAI 2024 ·
    Xinpeng Ding
    ,
    Yongqiang Chu
    ,
    Renjie Pi
    ,
    Hualiang Wang
    , Xiaomeng Li
  30. Holistic Autonomous Driving Understanding by Bird'View Injected Multi-Modal Large Models
    CVPR 2024 ·
    Xinpeng Ding
    ,
    Jianhua Han
    ,
    Hang Xu
    ,
    Xiaodan Liang
    ,
    Wei Zhang
    , Xiaomeng Li
  31. Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
    MICCAI 2024 ·
    Yiqun Lin
    ,
    Hualiang Wang
    ,
    Jixiang Chen
    , Xiaomeng Li
  32. M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
    CVPR 2024 ·
    Bin Pu
    ,
    Liwen Wang
    ,
    Jiewen Yang
    ,
    Guannan He
    ,
    Xingbo Dong
    ,
    Shengli Li
    ,
    Ying Tan
    ,
    Ming Chen
    ,
    Zhe Jin
    ,
    Kenli Li
    , Xiaomeng Li
  33. Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays
    MICCAI 2024 ·
    Jixiang Chen
    ,
    Yiqun Lin
    ,
    Haoran Sun
    , Xiaomeng Li
  34. Teach CLIP to Develop a Number Sense for Ordinal Regression
    ECCV 2024 ·
    Yao Du
    ,
    Qiang Zhai
    ,
    Weihang Dai
    , Xiaomeng Li
  35. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    NeurIPS 2024 ·
    Pedro R. A. S. Bassi
    ,
    Wenxuan Li
    ,
    Yucheng Tang
    ,
    Fabian Isensee
    ,
    Zifu Wang
    ,
    Jieneng Chen
    ,
    Yu-Cheng Chou
    ,
    Yannick Kirchhoff
    ,
    Maximilian Rokuss
    ,
    Ziyan Huang
    ,
    Jin Ye
    ,
    Junjun He
    ,
    Tassilo Wald
    ,
    Constantin Ulrich
    ,
    Michael Baumgartner
    ,
    Saikat Roy
    ,
    Klaus H. Maier-Hein
    ,
    Paul F. Jaeger
    ,
    Yiwen Ye
    ,
    Yutong Xie
    ,
    Jianpeng Zhang
    ,
    Ziyang Chen
    ,
    Yong Xia
    ,
    Zhaohu Xing
    ,
    Lei Zhu
    ,
    Yousef Sadegheih
    ,
    Afshin Bozorgpour
    ,
    Pratibha Kumari
    ,
    Reza Azad
    ,
    Dorit Merhof
    ,
    Pengcheng Shi
    ,
    Ting Ma
    ,
    Yuxin Du
    ,
    Fan Bai
    ,
    Tiejun Huang
    ,
    Bo Zhao
    ,
    Haonan Wang
    , Xiaomeng Li,
    Hanxue Gu
    ,
    Haoyu Dong
    ,
    Jichen Yang
    ,
    Maciej A. Mazurowski
    ,
    Saumya Gupta
    ,
    Linshan Wu
    ,
    Jia-Xin Zhuang
    ,
    Hao Chen
    ,
    Holger Roth
    ,
    Daguang Xu
    ,
    Matthew B. Blaschko
    ,
    Sergio Decherchi
    ,
    Andrea Cavalli
    ,
    Alan L. Yuille
    ,
    Zongwei Zhou
  36. Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images
    MICCAI 2024 ·
    Hualiang Wang
    ,
    Yiqun Lin
    ,
    Xinpeng Ding
    , Xiaomeng Li
  37. Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images
    ICML 2024 ·
    Bin Pu
    ,
    Xingguo Lv
    ,
    Jiewen Yang
    ,
    Guannan He
    ,
    Xingbo Dong
    ,
    Yiqun Lin
    ,
    Shengli Li
    ,
    Tan Ying
    ,
    Fei Liu
    ,
    Ming Chen
    ,
    Zhe Jin
    ,
    Kenli Li
    , Xiaomeng Li