Menghui Zhu

Researcher, Huawei Noah's Ark Lab

Joined

January 2024

Names

Menghui Zhu (Preferred)

Emails

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

****@huawei.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Researcher

Huawei Noah's Ark Lab (huawei.com)

2023 – Present

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2020 – 2023

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Ruiming Tang

Present

PhD Advisor

Weinan Zhang

2020 – 2023

Expertise

No areas of expertise listed

Publications

TRACEBench: Personalized Function Calling Benchmark Based on Real-World Human Interaction
Xinyuan Wang, Jianghao Lin, Weipeng Zhang, Weiwen Liu, Menghui Zhu, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Yunjia Xi, Jianghao Lin, Menghui Zhu, Yongzhao Xiao, Zhuoying Ou, Jiaqi Liu, Tong Wan, Te Gao, Bo Chen, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models
Jianghao Lin, Xinyuan Wang, Xinyi Dai, Menghui Zhu, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang
- CoRR 2025
- Readers: Everyone
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey
Jiachen Zhu, Menghui Zhu, Renting Rui, Rong Shan, Congmin Zheng, Bo Chen, Yunjia Xi, Jianghao Lin, Weiwen Liu, Ruiming Tang, Yong Yu, Weinan Zhang
- CoRR 2025
- Readers: Everyone
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Yunjia Xi, Jianghao Lin, Menghui Zhu, Yongzhao Xiao, Zhuoying Ou, Jiaqi Liu, Tong Wan, Bo Chen, Weiwen Liu, Yasheng Wang, Ruiming Tang, Weinan Zhang, Yong Yu
- CoRR 2025
- Readers: Everyone
LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models
Ruiming Tang, Chenxu Zhu, Bo Chen, Weipeng Zhang, Menghui Zhu, Xinyi Dai, Huifeng Guo
- CoRR 2025
- Readers: Everyone
An Efficient Approximation Framework for LLM-Enhanced Recommendation
Huacan Chai, Menghui Zhu, Jianghao Lin, Yunjia Xi, Weinan Zhang, Yong Yu
- ICIC (8) 2025
- Readers: Everyone
An Automatic Graph Construction Framework based on Large Language Models for Recommendation
Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang
- KDD (2) 2025
- Readers: Everyone
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
Yunjia Xi, Hangyu Wang, Bo Chen, Jianghao Lin, Menghui Zhu, Weiwen Liu, Ruiming Tang, Zhewei Wei, Weinan Zhang, Yong Yu
- SIGIR 2025
- Readers: Everyone

View all 34 publications

Co-Authors

View all 62 co-authors