Zongyuan Ge

Associate Professor, DSAI, Monash University

Joined

February 2019

Names

Zongyuan Ge

Emails

****@gmail.com (Confirmed)

****@monash.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

DSAI, Monash University (monash.edu)

2021 – 2030

Assistant Professor

DSAI, Monash University (monash.edu)

2018 – 2021

Advisors, Relations & Conflicts

Coauthor

Lingqiao Liu

2016 – 2016

Coauthor

Conrad Sanderson

2015 – 2016

Coauthor

Sridha Sridharan

2011 – 2014

Coauthor

Clinton Fookes

2011 – 2014

Coauthor

Peter Corke

2011 – 2014

Expertise

medical ai

2016 – Present

medical imaging

2016 – Present

Publications

Towards Realistic Semi-supervised Medical Image Classification
Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge
- AAAI
- Readers: Everyone
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning
Shijian Wang, Jiarui Jin, Xingjian Wang, Linxin Song, Runhao Fu, Hecheng Wang, Zongyuan Ge, Yuan Lu, Xuelian Cheng
- Submitted to ICLR 2026
- Readers: Everyone
MultiHaystack: Benchmarking Multimodal Reasoning over 40K Images, Videos, and Documents
Dannong Xu, Zhongyu Yang, Jun Chen, Ming Hu, Zongyuan Ge, Chun-Mei Feng
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models
Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H Cheng, Guilherme C Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding
Haolin Yang, Feilong Tang, lingxiao zhao, Xiang An, Ming Hu, Xinlin Zhuang, Yifan Lu, boqian wang, Xiaofeng Zhang, Abdalla Swikir, Zongyuan Ge, Junjun He, Imran Razzak
- Submitted to ICLR 2026
- Readers: Everyone
PRISM: Progressive Robust Learning for Open-World Continual Category Discovery
Wei Feng, Sijin Zhou, Yiwen Jiang, Zongyuan Ge
- ICLR 2026 Poster
- Readers: Everyone
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
Ming Hu, Zhengdi Yu, Feilong Tang, Kaiwen Chen, Yulong Li, Imran Razzak, Junjun He, Tolga Birdal, Kaijing Zhou, Zongyuan Ge
- NeurIPS 2025 spotlight
- Readers: Everyone
UniViT: Unifying Image and Video Understanding in One Vision Encoder
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
- NeurIPS 2025 poster
- Readers: Everyone
Decoding Causal Structure: End-to-End Mediation Pathways Inference
Yulong Li, Xiwei Liu, Feilong Tang, Ming Hu, Jionglong Su, Zongyuan Ge, Imran Razzak, Eran Segal
- NeurIPS 2025 poster
- Readers: Everyone
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
Wei Feng, Zongyuan Ge
- NeurIPS 2025 poster
- Readers: Everyone

View all 153 publications

Co-Authors

View all 324 co-authors