Xuan He

PhD student, University of Illinois at Urbana-Champaign

Joined

March 2024

Names

Xuan He (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@illinois.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Semantic Scholar

Career & Education History

PhD student

University of Illinois at Urbana-Champaign (uiuc.edu)

2025 – Present

Undergrad student

Tsinghua University, Tsinghua University (mails.tsinghua.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

ChengXiang Zhai

2025 – Present

Coauthor

Nanyun Peng

2024 – 2025

Coauthor

Wenhu Chen

2023 – 2025

Expertise

Multimodal Evaluation

Present

LLM Agents

Present

Publications

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Ke Yang, Zixi Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai
- MSLD 2026 Poster
- Readers: Everyone
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Ke Yang, Zixi Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai
- LLA 2026 Poster
- Readers: Everyone
VideoScore2: Think before You Score in Generative Video Evaluation
Xuan He, Dongfu Jiang, Ping Nie, Minghao Liu, Zhengxuan Jiang, Mingyi Su, Wentao Ma, Junru Lin, Chun Ye, Yi Lu, Keming Wu, Benjamin Schneider, Quy Duc Do, Zhuofeng Li, Yiming Jia, Yuxuan Zhang, Guo Cheng, Haozhe Wang, Wangchunshu Zhou, Qunshu Lin et al. (4 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
- Neurips 2024 D&B Track
- Readers: Everyone
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
Jiacheng Chen, Tianhao Liang, Sherman Siu, Zhengqing Wang, Kai Wang, Yubo Wang, Yuansheng Ni, Ziyan Jiang, Wang Zhu, Bohan Lyu, Dongfu Jiang, Xuan He, Yuan Liu, Hexiang Hu, Xiang Yue, Wenhu Chen
- ICLR 2025 Poster
- Readers: Everyone
Mantis: Interleaved Multi-Image Instruction Tuning
Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen
- Accepted by TMLR
- Readers: Everyone
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone

Co-Authors

View all 56 co-authors

Xuan He

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

VideoScore2: Think before You Score in Generative Video Evaluation

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks

Mantis: Interleaved Multi-Image Instruction Tuning

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Co-Authors