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Hehuan Ma

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

MICCAI ×3AAAI ×2ACL ×1ECCV ×1ICCV ×1NeurIPS ×1

Frequent coauthors

Junzhou Huang
×9
Yuzhi Guo
×8
Feng Jiang
×7
Wenliang Zhong
×5
Haiqing Li
×4
Thao M. Dang
×4
Jean Gao
×3
Qifeng Zhou
×3
Yuwei Miao
×2
Rui Liao
×2
Weizhi An
×2
Yinhao Wu
×1

Papers

  1. Guidelines as Environments: A World Model Approach to Rule Following
    ACL 2026 ·
    Haiqing Li
    ,
    Wenliang Zhong
    ,
    Yinhao Wu
    , Hehuan Ma,
    Yuzhi Guo
    ,
    Thao M. Dang
    ,
    Junzhou Huang
  2. Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks
    AAAI 2026 ·
    Wenliang Zhong
    ,
    Haiqing Li
    ,
    Thao M. Dang
    ,
    Feng Jiang
    , Hehuan Ma,
    Yuzhi Guo
    ,
    Jean Gao
    ,
    Junzhou Huang
  3. GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
    AAAI 2025 ·
    Yuwei Miao
    ,
    Yuzhi Guo
    , Hehuan Ma,
    Jingquan Yan
    ,
    Feng Jiang
    ,
    Rui Liao
    ,
    Junzhou Huang
  4. HAGE: Hierarchical Alignment Gene-Enhanced Pathology Representation Learning with Spatial Transcriptomics
    MICCAI 2025 ·
    Thao M. Dang
    ,
    Haiqing Li
    ,
    Yuzhi Guo
    , Hehuan Ma,
    Feng Jiang
    ,
    Yuwei Miao
    ,
    Qifeng Zhou
    ,
    Jean Gao
    ,
    Junzhou Huang
  5. TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
    NeurIPS 2025 ·
    Feng Jiang
    ,
    Mangal Prakash
    , Hehuan Ma,
    Jianyuan Deng
    ,
    Yuzhi Guo
    ,
    Amina Mollaysa
    ,
    Tommaso Mansi
    ,
    Rui Liao
    ,
    Junzhou Huang
  6. Text-Guided Multi-instance Learning for Scoliosis Screening via Gait Video Analysis
    MICCAI 2025 ·
    Haiqing Li
    ,
    Yuzhi Guo
    ,
    Feng Jiang
    ,
    Thao M. Dang
    , Hehuan Ma,
    Qifeng Zhou
    ,
    Jean Gao
    ,
    Junzhou Huang
  7. Zero-Shot Composed Image Retrieval via Dual-Stream Instruction-Aware Distillation
    ICCV 2025 ·
    Wenliang Zhong
    ,
    Robert A. Barton
    ,
    Weizhi An
    ,
    Feng Jiang
    , Hehuan Ma,
    Yuzhi Guo
    ,
    Abhishek Dan
    ,
    Shioulin Sam
    ,
    Karim Bouyarmane
    ,
    Junzhou Huang
  8. Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks
    ECCV 2024 ·
    Weizhi An
    ,
    Wenliang Zhong
    ,
    Feng Jiang
    , Hehuan Ma,
    Junzhou Huang
  9. PathM3: A Multimodal Multi-task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
    MICCAI 2024 ·
    Qifeng Zhou
    ,
    Wenliang Zhong
    ,
    Yuzhi Guo
    ,
    Michael Xiao
    , Hehuan Ma,
    Junzhou Huang