😉 About Me
🌱 Hi, I’m a 3rd-year undergrad at Jishou University, currently a research intern at Renmin University (GSAI).
🔭 My work focuses on making LLMs reason more efficiently and interpretably.
📫 How to reach me: 2023400908@stu.jsu.edu.cn.
🔥 News
- 2026.05: 🎉🎉 We released our latest research about internal reasoning manifold of LLM in arXiv.
- 2026.04: 🎉🎉 One paper was accepted by IEEE Access.
- 2026.01: 🎉🎉 One paper was accepted by ICLR2026.
📝 Publications
*: Equal Contribution, †: Corresponding Author(s)
arXiv
Reasoning Emerges from Constrained Inference Manifolds in Large Language Models
Yanbiao Ma, Fei Luo, Lingfeng Zhang, Chuangxin Zhao, Mingxuan Wang, Yinan Wu, Zhe Qian, Yang Lu, Long Chen, Zhao Cao, Xiaoshuai Hao†, Ji-Rong Wen†, Jungong Han†
IEEE Access
ICLR 2026
FedMC: Federated Manifold Calibration
Yanbiao Ma†, Wei Dai, Gaoyang Jiang, wanyi Chen, Chenyue Zhou, Yiwei Zhang, Fei Luo, Junhao Wang, Andi Zhang†
ICLR2026, CCF-A
🎖 Honors and Awards
- 2025.08: The Third Prize of the 14th China Software Cup College Students' Software Design Competition Nationwide.
- 2025.06: The third prize of the 16th China University Students Service Outsourcing Innovation and Entrepreneurship Competition in the Central Region.
- 2024.10: College First-Class Scholarship.
📖 Educations
- 2023.09 - 2027.06 (Present), Undergraduate Student: Computer Science and Engineering, Jishou University.
💻 Internships
- 2025.08 - Present, Research Intern, Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China, Supervised by Yanbiao Ma.