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Zongyuan Ge

IBM Research - Australia, Carlton, VIC, Australia

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

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Venues

MICCAI ×12ACL ×5NeurIPS ×5AAAI ×4CVPR ×3ICCV ×3ACM MM ×1EACL ×1ECCV ×1EMNLP ×1ICLR ×1ICRA ×1IROS ×1WACV ×1

Frequent coauthors

Feilong Tang
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Ming Hu
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Lie Ju
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Siyuan Yan
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Yiwen Jiang
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Wenxue Li
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Peng Xia
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Stephanie Fong
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Yaling Shen
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Jianghao Wu
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Chongyuan Dai
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Jiajun Sun
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Papers

  1. CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations
    EACL 2026 ·
    Stephanie Fong
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  2. PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics
    ACL 2026 ·
    Yaling Shen
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  3. TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification
    ACL 2026 ·
    Jianghao Wu
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  4. Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses
    ACL 2026 ·
    Chongyuan Dai
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  5. Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
    MICCAI 2025 ·
    Jiajun Sun
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  6. Decoding Causal Structure: End-to-End Mediation Pathways Inference
    NeurIPS 2025 ·
    Yulong Li
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  7. Delving Into Out-of-Distribution Detection with Medical Vision-Language Models
    MICCAI 2025 ·
    Lie Ju
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  8. Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
    ICCV 2025 ·
    Siyuan Yan
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  9. Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models
    ACL 2025 ·
    Yiwen Jiang
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  10. Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
    NeurIPS 2025 ·
    Wei Feng
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  11. Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
    MICCAI 2025 ·
    Duy Khoa Pham
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  12. Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images
    WACV 2025 ·
    Jun Chen
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  13. MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment
    MICCAI 2025 ·
    Siyuan Yan
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  14. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
    ACL 2025 ·
    Haochen Xue
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  15. MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
    MICCAI 2025 ·
    Zhaodong Wu
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  16. MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
    ICRA 2025 ·
    Han Zhao
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  17. Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
    AAAI 2025 ·
    Feilong Tang
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  18. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
    ICCV 2025 ·
    Ming Hu
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  19. Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
    MICCAI 2025 ·
    Wei Li
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  20. PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding
    IROS 2025 ·
    Wenxuan Song
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  21. Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities
    MICCAI 2025 ·
    Talha Ilyas
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  22. ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model
    ACM MM 2025 ·
    Cheng Luo
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  23. Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
    MICCAI 2025 ·
    Xinkun Wang
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  24. Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
    CVPR 2025 ·
    Feilong Tang
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  25. SynFER: Towards Boosting Facial Expression Recognition With Synthetic Data
    ICCV 2025 ·
    Xilin He
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  26. Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
    AAAI 2025 ·
    Zhongxing Xu
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  27. Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
    NeurIPS 2025 ·
    Ming Hu
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  28. Towards Realistic Semi-supervised Medical Image Classification
    AAAI 2025 ·
    Wenxue Li
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  29. UniViT: Unifying Image and Video Understanding in One Vision Encoder
    NeurIPS 2025 ·
    Feilong Tang
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  30. WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
    EMNLP 2025 ·
    Yiwen Jiang
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  31. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
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  32. Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification
    AAAI 2024 ·
    Dwarikanath Mahapatra
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  33. Diversified and Personalized Multi-Rater Medical Image Segmentation
    CVPR 2024 ·
    Yicheng Wu
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  34. EventRPG: Event Data Augmentation with Relevance Propagation Guidance
    ICLR 2024 ·
    Mingyuan Sun
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  35. Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
    MICCAI 2024 ·
    Weiyi Zhang
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  36. Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
    MICCAI 2024 ·
    Peng Xia
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  37. Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
    CVPR 2024 ·
    Feilong Tang
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  38. OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
    ECCV 2024 ·
    Ming Hu
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  39. TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
    MICCAI 2024 ·
    Wenxue Li
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  40. Universal Semi-supervised Learning for Medical Image Classification
    MICCAI 2024 ·
    Lie Ju
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