Bin Wang

Senior Researcher, Huawei Noah's Ark Lab

Joined

May 2020

Names

Bin Wang (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Senior Researcher

Huawei Noah's Ark Lab (huawei.com)

2018 – Present

Assistant Professor

University of Jinan (ujn.edu.cn)

2015 – 2018

PhD student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Dongbin Zhao

2010 – 2015

Expertise

Reinforcement Learning

2010 – Present

Publications

EXTENDED ABSTRACT -- World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models
Shouwei Ruan, Bin Wang, Zhenyu Wu, Qihui Zhu, Yuxiang Zhang, Hang Su, Yubin Wang
- 2nd ViSCALE @ CVPR 2026 Poster
- Readers: Everyone
Enhancing the Medical Context-Awareness Ability of LLMs via Multifaceted Self-Refinement Learning
Yuxuan Zhou, Yubin Wang, Bin Wang, Chen Ning, Xien Liu, Ji Wu, Jianye HAO
- Submitted to ICLR 2026
- Readers: Everyone
Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- Accepted by TMLR
- Readers: Everyone
Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data
Jiaming Zhou, Abbas Ghaddar, Ge Zhang, Liheng Ma, Yaochen Hu, Soumyasundar Pal, Bin Wang, Jianye HAO, Mark Coates, Yingxue Zhang
- XLLM-Reason-Plan
- Readers: Everyone
Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- KDD 2025 Workshop SKnow-LLM Oral
- Readers: Everyone
Robust and Interpretable Relational Reasoning with Large Language Models and Symbolic Solvers
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
Zehao Wang, Lin Yang, Jie Wang, Kehan Wang, Hanzhu Chen, Bin Wang, Jianye HAO, Defu Lian, Bin Li, Enhong Chen
- NeurIPS 2025 spotlight
- Readers: Everyone
ToolACE: Winning the Points of LLM Function Calling
Weiwen Liu, Xu Huang, Xingshan Zeng, xinlong hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong WANG, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Wang Xinzhi, Yong Liu, Yasheng Wang, Duyu Tang et al. (7 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
Mengkang Hu, Yao Mu, Xinmiao Chelsey Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo
- ICLR 2024 poster
- Readers: Everyone
RITA: Boost Autonomous Driving Simulators with Realistic Interactive Traffic Flow
Zhengbang Zhu, Yuzheng Zhuang, Yuecheng Liu, Minghuan Liu, Liyuan Mao, Ziqin Gong, Weinan Zhang, Qiang Gu, Bin Wang, Yong Yu
- 15 May 2023 (modified: 15 May 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 49 publications

Co-Authors

View all 152 co-authors