yuxuan cai

PhD student, Huazhong University of Science and Technology

Joined

October 2023

Names

yuxuan cai (Preferred)

,

Yuxuan Cai

Emails

****@hust.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Huazhong University of Science and Technology (hust.edu.cn)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Multimodal Large Language Model

2024 – Present

Anomaly Detection

2022 – Present

Publications

HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding
yuxuan cai, Jiangning Zhang, Zhenye Gan, Qingdong He, Xiaobin Hu, Junwei Zhu, Yabiao Wang, Chengjie Wang, Zhucun Xue, Chaoyou Fu, Xinwei He, Xiang Bai
- Submitted to ICLR 2026
- Readers: Everyone
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
Zhucun Xue, Jiangning Zhang, Teng Hu, Haoyang He, Yinan Chen, yuxuan cai, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Dacheng Tao
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
Zhucun Xue, Jiangning Zhang, Xurong Xie, yuxuan cai, Yong Liu, Xiangtai Li, Dacheng Tao
- NeurIPS 2025 poster
- Readers: Everyone
A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection
Jiangning Zhang, Haoyang He, Zhenye Gan, Qingdong He, yuxuan cai, zhucun xue, Yabiao Wang, Chengjie Wang, Lei Xie, Yong Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Framework of Distilling Multimodal Large Language Models
yuxuan cai, Jiangning Zhang, Haoyang He, Xinwei He, Ao Tong, Zhenye Gan, Chengjie Wang, Xiang Bai
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors