Rui Men

Engineer, Alibaba Group

Joined

May 2021

Names

Rui Men (Preferred)

Emails

****@alibaba-inc.com (Confirmed)

Personal Links

Career & Education History

Engineer

Alibaba Group (alibaba-inc.com)

2020 – Present

MS student

Peking University (pku.edu.cn)

2017 – 2020

Undergrad student

Peking University (pku.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

Family

Xing Hu

2021 – Present

Coauthor

Ge Li

2015 – 2020

Coauthor

Zhi Jin

2015 – 2020

Expertise

LLM

2022 – Present

pretraining

2021 – Present

deep learning

2015 – Present

Publications

MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
Xiaoyuan Li, Keqin Bao, Yubo Ma, Moxin Li, Wenjie Wang, Rui Men, Yichang Zhang, Fuli Feng, Dayiheng Liu
- Association for Computational Linguistics: ACL 2026
- Readers: Everyone
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
Xiaoyuan Li, Moxin Li, Rui Men, Yichang Zhang, Keqin Bao, Wenjie Wang, Fuli Feng, Dayiheng Liu, Junyang Lin
- Findings of the Association for Computational Linguistics: ACL 2025
- Readers: Everyone
EvolArena: An Evolving Arena for Multi-Turn Reasoning in LLMs
Xiaoyuan Li, Keqin Bao, Yubo Ma, Moxin Li, Wenjie Wang, Kexin Yang, Rui Men, Yichang Zhang, Fuli Feng, Dayiheng Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
Zihan Qiu, Zekun Wang, Bo Zheng, Zeyu Huang, Kaiyue Wen, Songlin Yang, Rui Men, Le Yu, Fei Huang, Suozhi Huang, Dayiheng Liu, Jingren Zhou, Junyang Lin
- NeurIPS 2025 oral
- Readers: Everyone
Semantic communication based on bi-level routing attention in IoT environment
Yan Xiao, Fan Xiumei, Kok-Lim Alvin Yau, Zhixin Xie, Rui Men
- J. Supercomput. 2025
- Readers: Everyone
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
Xiaoyuan Li, Moxin Li, Rui Men, Yichang Zhang, Keqin Bao, Wenjie Wang, Fuli Feng, Dayiheng Liu, Junyang Lin
- CoRR 2025
- Readers: Everyone
Enhancing Large-Scale AI Training Efficiency: The C4 Solution for Real-Time Anomaly Detection and Communication Optimization
Jianbo Dong, Bin Luo, Jun Zhang, Pengcheng Zhang, Fei Feng, Yikai Zhu, Ang Liu, Zian Chen, Yi Shi, Hairong Jiao, Gang Lu, Yu Guan, Ennan Zhai, Wencong Xiao, Hanyu Zhao, Man Yuan, Siran Yang, Xiang Li, Jiamang Wang, Rui Men et al. (5 additional authors not shown)
- HPCA 2025
- Readers: Everyone
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin
- CoRR 2025
- Readers: Everyone
Qwen2.5-1M Technical Report
An Yang, Bowen Yu, Chengyuan Li, Dayiheng Liu, Fei Huang, Haoyan Huang, Jiandong Jiang, Jianhong Tu, Jianwei Zhang, Jingren Zhou, Junyang Lin, Kai Dang, Kexin Yang, Le Yu, Mei Li, Minmin Sun, Qin Zhu, Rui Men, Tao He, Weijia Xu et al. (8 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Hierarchical Aerial Computing for Task Offloading and Resource Allocation in 6G-Enabled Vehicular Networks
Rui Men, Xiumei Fan, Kok-Lim Alvin Yau, Axida Shan, Gang Yuan
- IEEE Trans. Netw. Sci. Eng. 2024
- Readers: Everyone

View all 38 publications

Co-Authors

View all 173 co-authors