arXiv:2608.05485
VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing
Ziyun Zeng, Zixuan Wang, Yongsheng Yu, Hang Hua, Jiebo Luo
arXiv preprint, 2026
Ziyun Zeng
Second-year Ph.D. student in the VIStA Lab at the University of Rochester, advised by Albert Arendt Hopeman Professor Jiebo Luo. My research focuses on Multimodal Agent and Visual Generation.
02
Selected Publications
arXiv:2605.18652
MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents
Ziyun Zeng, Hang Hua, Bocheng Zou, Mu Cai, Rogerio Feris, Jiebo Luo
arXiv preprint, 2026
CVPR 2026
MIRA: Multimodal Iterative Reasoning Agent for Image Editing
Ziyun Zeng, Hang Hua, Jiebo Luo
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
ACM TCH 2026
Automated Detection and Quantitative Assessment of Dental Plaque in Intraoral Images
Ziyun Zeng, Junyu Chen, Noha Rashwan, Nisreen Al Jallad, Jin Xiao, Jiebo Luo
ACM Transactions on Computing for Healthcare, 2026
TMLR 2026
MMComposition: Revisiting the Compositionality of Pre-trained Vision-Language Models
Hang Hua*, Yolo Y. Tang*, Ziyun Zeng*, Liangliang Cao, Zhengyuan Yang, Hangfeng He, Chenliang Xu, Jiebo Luo
Transactions on Machine Learning Research (TMLR), 2026
NeurIPS 2025
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-modal Image Generation Models
Hang Hua*, Ziyun Zeng*, Yizhi Song*, Yunlong Tang, Liu He, Daniel Aliaga, Wei Xiong, Jiebo Luo
Advances in Neural Information Processing Systems (NeurIPS), 2025
CVPR 2024
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
Xudong Wang, Ishan Misra, Ziyun Zeng, Rohit Girdhar, Trevor Darrell
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
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Experience
04
Education
University of California, Berkeley
Visiting Student ·
ShanghaiTech University
B.Eng. in Computer Science ·