Xinming Wang
Xinming Wang
Ph.D. Student @ CASIA × ZGCA
wangxinming2024 [at] ia.ac.cn

About

I am a Ph.D. student at the Institute of Automation, Chinese Academy of Sciences (CASIA), concurrently engaged in a joint Ph.D. program at Zhongguancun Academy (ZGCA). I am advised by Prof. Xu-Yao Zhang and Prof. Cheng-Lin Liu, and my research lies at the intersection of LLM Post-training and Scientific Agent. Recently, I work on Automatic Fact-Checking (AFC), in close collaboration with Dr. Yulong Chen. If you are interested to chat with me, feel free to drop me an email.

Interests

Education

Zhongguancun Academy
Institute of Automation, CAS × Zhongguancun Academy
Tianjin University

Experiences

Jun, 2025 — Present
Rhino-Bird Elite Talent Program @ Tencent Hunyuan VLM
Research on LLM/VLM Post-training.
Mentor: Hongming Yang & Han Hu
Sep, 2024 — Jun, 2025
Algorithm Intern @ Lenovo Research, PCIE Lab
Research on LLM compression, video understanding, and multimodal sentiment recognition.
Key contributor in NeurIPS 2024 Challenge, ICASSP 2025 | MEIJU25, CVPR 2025 Workshop, ACM MM 2025 Challenge.

Publications ( / )

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models
Xinming Wang, Jian Xu, Bin Yu, Sheng Lian, Hongzhu Yi, Yi Chen, Yingjian Zhu, Boran Wang, Hongming Yang, Han Hu, et al.
ACL 2026 Findings
[Paper]
The Hitchhiker's Guide to Autonomous Research: A Survey of Scientific Agents
Xinming Wang, Jian Xu, Aslan H. Feng, Yi Chen, Haiyang Guo, Fei Zhu, Yuanqi Shao, Minsi Ren, Hongzhu Yi, Sheng Lian, et al.
Authorea Preprints, 2025
[Paper]
ChartAgent: A Chart Understanding Framework with Tool Integrated Reasoning
Boran Wang, Xinming Wang, Yi Chen, Xiang Li, Jian Xu, Jing Yuan, Chenglin Liu
CVPR 2026 Findings
[Paper]
WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering
Yingjian Zhu, Xinming Wang, Kun Ding, Ying Wang, Bin Fan, Shiming Xiang
ACL 2026 Findings
[Paper]
RPO: Reinforcement Fine-Tuning with Partial Reasoning Optimization
Hongzhu Yi, Xinming Wang, Tianyu Zong, Yuanxiang Wang, Jun Xie, Tao Yu, Haopeng Jin, Kaixin Xu, Feng Chen, Jiahuan Chen, et al.
arXiv Preprint, 2026
[Paper]
BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
Tao Yu, Zhengbo Zhang, Zhiheng Lyu, Junhao Gong, Hongzhu Yi, Xinming Wang, Yuxuan Zhou, Jiabing Yang, Ping Nie, Yan Huang, et al.
TMLR, 2025
[Paper]
Spatial Memory-Augmented Visual Navigation Based on Hierarchical Deep Reinforcement Learning in Unknown Environments
Sheng Jin, Xinming Wang, Qinghao Meng
Knowledge-Based Systems, 2024
[Paper]

GitHub

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models.
Python
Star  – Fork  –
The Hitchhiker's Guide to Autonomous Research: A Survey of Scientific Agents.
Markdown
Star  – Fork  –
WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering.
Python
Star  – Fork  –

Selected Honors & Awards

Academic Services

Conference Reviewer:
Conference on Computer Vision and Pattern Recognition (CVPR)
International Conference on Machine Learning (ICML)
Association for Computational Linguistics Rolling Review (ACL ARR)
Top