Xingshan Zeng

Researcher, Noah's Ark Lab, Huawei Technologies Ltd.

Joined

July 2019

Names

Xingshan Zeng

Emails

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Noah's Ark Lab, Huawei Technologies Ltd. (huawei.com)

2020 – Present

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Kam-Fai Wong

2016 – 2020

Expertise

LLM Agent

2023 – Present

LLM Reasoning

2022 – Present

LLM Evaluation

2022 – Present

Speech Translation

2020 – Present

Publications

Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Yihong Tang, Kehai Chen, Liang Yue, Jinxin Fan, Caishen Zhou, Xiaoguang Li, Yuyang Zhang, Mingming Zhao, Shixiong Kai, Kaiyang Guo, Xingshan Zeng, Wenjing Cun, Lifeng Shang, Min Zhang
- CoRR 2025
- Readers: Everyone
Advancing and Benchmarking Personalized Tool Invocation for LLMs
Xu Huang, Yuefeng Huang, Weiwen Liu, Xingshan Zeng, Yasheng Wang, Hong Xie, Ruiming Tang, Defu Lian
- Submitted to ICLR 2026
- Readers: Everyone
From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning
Yuzhen Huang, Weihao Zeng, Xingshan Zeng, Qi Zhu, Junxian He
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
Yuxin Jiang, Yufei Wang, Qiyuan Zhang, Xingshan Zeng, Liangyou Li, Jierun Chen, Chaofan Tao, Haoli Bai, Lifeng Shang
- ICLR 2026 Poster
- Readers: Everyone
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
- ICLR 2026 Poster
- Readers: Everyone
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
Yiming Du, Baojun Wang, Yifan Xiang, Zhaowei Wang, Wenyu Huang, Boyang XUE, Bin Liang, Xingshan Zeng, Fei Mi, Haoli Bai, Lifeng Shang, Jeff Z. Pan, Yuxin Jiang, Kam-Fai Wong
- ICLR 2026 Poster
- Readers: Everyone
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
- CoRR 2025
- Readers: Everyone
Fast, Slow, and Tool-augmented Thinking for LLMs: A Review
Xinda Jia, Jinpeng Li, Zezhong Wang, Jingjing Li, Xingshan Zeng, Yasheng Wang, Weinan Zhang, Yong Yu, Weiwen Liu
- CoRR 2025
- Readers: Everyone
Advancing and Benchmarking Personalized Tool Invocation for LLMs
Xu Huang, Yuefeng Huang, Weiwen Liu, Xingshan Zeng, Yasheng Wang, Ruiming Tang, Hong Xie, Defu Lian
- CoRR 2025
- Readers: Everyone
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
- CoRR 2025
- Readers: Everyone

View all 36 publications

Co-Authors

View all 101 co-authors