PPaperPicks

Zongyuan Ge

IBM Research - Australia, Carlton, VIC, Australia

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

DBLP profile ↗ORCID 0000-0002-5880-8673 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Ming Hu
×17
Feilong Tang
×16
Zhongxing Xu
×8
Imran Razzak
×8
Yiwen Jiang
×7
Siyuan Yan
×7
Yulong Li
×6
Jionglong Su
×6
Lie Ju
×6
Junjun He
×6
Peng Xia
×6
Wei Feng
×5

Papers

  1. CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations
    EACL 2026 ·
    Stephanie Fong
    ,
    Zimu Wang
    ,
    Guilherme C. Oliveira
    ,
    Xiangyu Zhao
    ,
    Yiwen Jiang
    ,
    Jiahe Liu
    ,
    Beau-Luke Colton
    ,
    Scott W. Woods
    ,
    Martha Shenton
    ,
    Barnaby Nelson
    , Zongyuan Ge,
    Dominic Dwyer
  2. PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics
    ACL 2026 ·
    Yaling Shen
    ,
    Stephanie Fong
    ,
    Yiwen Jiang
    ,
    Zimu Wang
    ,
    Feilong Tang
    ,
    Qingyang Xu
    ,
    Xiangyu Zhao
    ,
    Zhongxing Xu
    ,
    Jiahe Liu
    ,
    Jinpeng Hu
    ,
    Dominic Dwyer
    , Zongyuan Ge
  3. TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification
    ACL 2026 ·
    Jianghao Wu
    ,
    Feilong Tang
    ,
    Yulong Li
    ,
    Ming Hu
    ,
    Haochen Xue
    ,
    Shoaib Jameel
    , Zongyuan Ge,
    Yutong Xie
    ,
    Imran Razzak
  4. Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses
    ACL 2026 ·
    Chongyuan Dai
    ,
    Yaling Shen
    ,
    Zihan Gao
    ,
    Jia Li
    ,
    Yishun Jiang
    ,
    Yaxiong Wang
    ,
    Liu Liu
    , Zongyuan Ge,
    Jinpeng Hu
  5. Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
    MICCAI 2025 ·
    Jiajun Sun
    ,
    Zhen Yu
    ,
    Siyuan Yan
    ,
    Jason J. Ong
    , Zongyuan Ge,
    Lei Zhang
  6. Decoding Causal Structure: End-to-End Mediation Pathways Inference
    NeurIPS 2025 ·
    Yulong Li
    ,
    Xiwei Liu
    ,
    Feilong Tang
    ,
    Ming Hu
    ,
    Jionglong Su
    , Zongyuan Ge,
    Imran Razzak
    ,
    Eran Segal
  7. Delving Into Out-of-Distribution Detection with Medical Vision-Language Models
    MICCAI 2025 ·
    Lie Ju
    ,
    Sijin Zhou
    ,
    Yukun Zhou
    ,
    Huimin Lu
    ,
    Zhuoting Zhu
    ,
    Pearse A. Keane
    , Zongyuan Ge
  8. Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
    ICCV 2025 ·
    Siyuan Yan
    ,
    Ming Hu
    ,
    Yiwen Jiang
    ,
    Xieji Li
    ,
    Hao Fei
    ,
    Philipp Tschandl
    ,
    Harald Kittler
    , Zongyuan Ge
  9. Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models
    ACL 2025 ·
    Yiwen Jiang
    ,
    Deval Mehta
    ,
    Wei Feng
    , Zongyuan Ge
  10. Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
    NeurIPS 2025 ·
    Wei Feng
    , Zongyuan Ge
  11. Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
    MICCAI 2025 ·
    Duy Khoa Pham
    ,
    Deval Mehta
    ,
    Yiwen Jiang
    ,
    Daniel Thom
    ,
    Richard Shek-kwan Chang
    ,
    Mohammad Nazem-Zadeh
    ,
    Emma Foster
    ,
    Timothy Fazio
    ,
    Sarah Holper
    ,
    Karin Verspoor
    ,
    Jiahe Liu
    ,
    Duong Nhu
    ,
    Sarah Barnard
    ,
    Terence J. O'Brien
    ,
    Zhibin Chen
    ,
    Jacqueline French
    ,
    Patrick Kwan
    , Zongyuan Ge
  12. Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images
    WACV 2025 ·
    Jun Chen
    ,
    Faizan Farooq Khan
    ,
    Ming Hu
    ,
    Ammar Sherif
    , Zongyuan Ge,
    Boyang Li
    ,
    Mohamed Elhoseiny
  13. MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment
    MICCAI 2025 ·
    Siyuan Yan
    ,
    Xieji Li
    ,
    Ming Hu
    ,
    Yiwen Jiang
    ,
    Zhen Yu
    , Zongyuan Ge
  14. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
    ACL 2025 ·
    Haochen Xue
    ,
    Feilong Tang
    ,
    Ming Hu
    ,
    Yexin Liu
    ,
    Qidong Huang
    ,
    Yulong Li
    ,
    Chengzhi Liu
    ,
    Zhongxing Xu
    ,
    Chong Zhang
    ,
    Chun-Mei Feng
    ,
    Yutong Xie
    ,
    Imran Razzak
    , Zongyuan Ge,
    Jionglong Su
    ,
    Junjun He
    ,
    Yu Qiao
  15. MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
    MICCAI 2025 ·
    Zhaodong Wu
    ,
    Qiaochu Zhao
    ,
    Ming Hu
    ,
    Yulong Li
    ,
    Haochen Xue
    ,
    Zhengyong Jiang
    ,
    Angelos Stefanidis
    ,
    Qiufeng Wang
    ,
    Imran Razzak
    , Zongyuan Ge,
    Junjun He
    ,
    Yu Qiao
    ,
    Zhong Zheng
    ,
    Feilong Tang
    ,
    Kang Dang
    ,
    Jionglong Su
  16. MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
    ICRA 2025 ·
    Han Zhao
    ,
    Wenxuan Song
    ,
    Donglin Wang
    ,
    Xinyang Tong
    ,
    Pengxiang Ding
    ,
    Xuelian Cheng
    , Zongyuan Ge
  17. Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
    AAAI 2025 ·
    Feilong Tang
    ,
    Zhongxing Xu
    ,
    Ming Hu
    ,
    Wenxue Li
    ,
    Peng Xia
    ,
    Yiheng Zhong
    ,
    Hanjun Wu
    ,
    Jionglong Su
    , Zongyuan Ge
  18. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
    ICCV 2025 ·
    Ming Hu
    ,
    Kun Yuan
    ,
    Yaling Shen
    ,
    Feilong Tang
    ,
    Xiaohao Xu
    ,
    Lin Zhou
    ,
    Wei Li
    ,
    Ying Chen
    ,
    Zhongxing Xu
    ,
    Zelin Peng
    ,
    Siyuan Yan
    ,
    Vinkle Srivastav
    ,
    Diping Song
    ,
    Tianbin Li
    ,
    Danli Shi
    ,
    Jin Ye
    ,
    Nicolas Padoy
    ,
    Nassir Navab
    ,
    Junjun He
    , Zongyuan Ge
  19. Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
    MICCAI 2025 ·
    Wei Li
    ,
    Ming Hu
    ,
    Guoan Wang
    ,
    Lihao Liu
    ,
    Kaijing Zhou
    ,
    Junzhi Ning
    ,
    Xin Guo
    , Zongyuan Ge,
    Lixu Gu
    ,
    Junjun He
  20. PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding
    IROS 2025 ·
    Wenxuan Song
    ,
    Jiayi Chen
    ,
    Pengxiang Ding
    ,
    Han Zhao
    ,
    Wei Zhao
    ,
    Zhide Zhong
    , Zongyuan Ge,
    Zhijun Li
    ,
    Donglin Wang
    ,
    Lujia Wang
    ,
    Jun Ma
    ,
    Haoang Li
  21. Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities
    MICCAI 2025 ·
    Talha Ilyas
    ,
    Deval Mehta
    ,
    Shobi Sivathamboo
    ,
    Ilma Wijaya
    ,
    Rob Steele
    ,
    Hugh Simpson
    ,
    Lyn Millist
    ,
    Terence J. O'Brien
    ,
    Patrick Kwan
    , Zongyuan Ge
  22. ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model
    ACM MM 2025 ·
    Cheng Luo
    ,
    Siyang Song
    ,
    Siyuan Yan
    ,
    Zhen Yu
    , Zongyuan Ge
  23. Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
    MICCAI 2025 ·
    Xinkun Wang
    ,
    Yifang Wang
    ,
    Senwei Liang
    ,
    Feilong Tang
    ,
    Chengzhi Liu
    ,
    Ming Hu
    ,
    Chao Hu
    ,
    Junjun He
    , Zongyuan Ge,
    Imran Razzak
  24. Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
    CVPR 2025 ·
    Feilong Tang
    ,
    Chengzhi Liu
    ,
    Zhongxing Xu
    ,
    Ming Hu
    ,
    Zile Huang
    ,
    Haochen Xue
    ,
    Ziyang Chen
    ,
    Zelin Peng
    ,
    Zhiwei Yang
    ,
    Sijin Zhou
    ,
    Wenxue Li
    ,
    Yulong Li
    ,
    Wenxuan Song
    ,
    Shiyan Su
    ,
    Wei Feng
    ,
    Jionglong Su
    ,
    Mingquan Lin
    ,
    Yifan Peng
    ,
    Xuelian Cheng
    ,
    Imran Razzak
    , Zongyuan Ge
  25. SynFER: Towards Boosting Facial Expression Recognition With Synthetic Data
    ICCV 2025 ·
    Xilin He
    ,
    Cheng Luo
    ,
    Xiaole Xian
    ,
    Bing Li
    ,
    Muhammad Haris Khan
    , Zongyuan Ge,
    Weicheng Xie
    ,
    Siyang Song
    ,
    Linlin Shen
    ,
    Bernard Ghanem
    ,
    Xiangyu Yue
  26. Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
    AAAI 2025 ·
    Zhongxing Xu
    ,
    Feilong Tang
    ,
    Zhe Chen
    ,
    Yingxue Su
    ,
    Zhiyi Zhao
    ,
    Ge Zhang
    ,
    Jionglong Su
    , Zongyuan Ge
  27. Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
    NeurIPS 2025 ·
    Ming Hu
    ,
    Zhengdi Yu
    ,
    Feilong Tang
    ,
    Kaiwen Chen
    ,
    Yulong Li
    ,
    Imran Razzak
    ,
    Junjun He
    ,
    Tolga Birdal
    ,
    Kaijing Zhou
    , Zongyuan Ge
  28. Towards Realistic Semi-supervised Medical Image Classification
    AAAI 2025 ·
    Wenxue Li
    ,
    Lie Ju
    ,
    Feilong Tang
    ,
    Peng Xia
    ,
    Xinyu Xiong
    ,
    Ming Hu
    ,
    Lei Zhu
    , Zongyuan Ge
  29. UniViT: Unifying Image and Video Understanding in One Vision Encoder
    NeurIPS 2025 ·
    Feilong Tang
    ,
    Xiang An
    ,
    Haolin Yang
    ,
    Yin Xie
    ,
    Kaicheng Yang
    ,
    Ming Hu
    ,
    Zheng Cheng
    ,
    Xingyu Zhou
    ,
    Zimin Ran
    ,
    Imran Razzak
    ,
    Ziyong Feng
    ,
    Behzad Bozorgtabar
    ,
    Jiankang Deng
    , Zongyuan Ge
  30. WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
    EMNLP 2025 ·
    Yiwen Jiang
    ,
    Deval Mehta
    ,
    Siyuan Yan
    ,
    Yaling Shen
    ,
    Zimu Wang
    , Zongyuan Ge
  31. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    NeurIPS 2024 ·
    Peng Xia
    ,
    Ze Chen
    ,
    Juanxi Tian
    ,
    Yangrui Gong
    ,
    Ruibo Hou
    ,
    Yue Xu
    ,
    Zhenbang Wu
    ,
    Zhiyuan Fan
    ,
    Yiyang Zhou
    ,
    Kangyu Zhu
    ,
    Wenhao Zheng
    ,
    Zhaoyang Wang
    ,
    Xiao Wang
    ,
    Xuchao Zhang
    ,
    Chetan Bansal
    ,
    Marc Niethammer
    ,
    Junzhou Huang
    ,
    Hongtu Zhu
    ,
    Yun Li
    ,
    Jimeng Sun
    , Zongyuan Ge,
    Gang Li
    ,
    James Y. Zou
    ,
    Huaxiu Yao
  32. Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification
    AAAI 2024 ·
    Dwarikanath Mahapatra
    ,
    Behzad Bozorgtabar
    , Zongyuan Ge,
    Mauricio Reyes
    ,
    Jean-Philippe Thiran
  33. Diversified and Personalized Multi-Rater Medical Image Segmentation
    CVPR 2024 ·
    Yicheng Wu
    ,
    Xiangde Luo
    ,
    Zhe Xu
    ,
    Xiaoqing Guo
    ,
    Lie Ju
    , Zongyuan Ge,
    Wenjun Liao
    ,
    Jianfei Cai
  34. EventRPG: Event Data Augmentation with Relevance Propagation Guidance
    ICLR 2024 ·
    Mingyuan Sun
    ,
    Donghao Zhang
    , Zongyuan Ge,
    Jiaxu Wang
    ,
    Jia Li
    ,
    Zheng Fang
    ,
    Renjing Xu
  35. Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
    MICCAI 2024 ·
    Weiyi Zhang
    ,
    Siyu Huang
    ,
    Jiancheng Yang
    ,
    Ruoyu Chen
    , Zongyuan Ge,
    Yingfeng Zheng
    ,
    Danli Shi
    ,
    Mingguang He
  36. Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
    MICCAI 2024 ·
    Peng Xia
    ,
    Ming Hu
    ,
    Feilong Tang
    ,
    Wenxue Li
    ,
    Wenhao Zheng
    ,
    Lie Ju
    ,
    Peibo Duan
    ,
    Huaxiu Yao
    , Zongyuan Ge
  37. Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
    CVPR 2024 ·
    Feilong Tang
    ,
    Zhongxing Xu
    ,
    Zhaojun Qu
    ,
    Wei Feng
    ,
    Xingjian Jiang
    , Zongyuan Ge
  38. OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
    ECCV 2024 ·
    Ming Hu
    ,
    Peng Xia
    ,
    Lin Wang
    ,
    Siyuan Yan
    ,
    Feilong Tang
    ,
    Zhongxing Xu
    ,
    Yimin Luo
    ,
    Kaimin Song
    ,
    Jürgen Leitner
    ,
    Xuelian Cheng
    ,
    Jun Cheng
    ,
    Chi Liu
    ,
    Kaijing Zhou
    , Zongyuan Ge
  39. TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
    MICCAI 2024 ·
    Wenxue Li
    ,
    Xinyu Xiong
    ,
    Peng Xia
    ,
    Lie Ju
    , Zongyuan Ge
  40. Universal Semi-supervised Learning for Medical Image Classification
    MICCAI 2024 ·
    Lie Ju
    ,
    Yicheng Wu
    ,
    Wei Feng
    ,
    Zhen Yu
    ,
    Lin Wang
    ,
    Zhuoting Zhu
    , Zongyuan Ge