About Me
I am a first-year MS student at Georgia Institute of Technology, advised by Alan Ritter and Wei Xu. I received my B.E. from South China University of Technology, working with Jianhua Tang.
I work on improving the reasoning capabilities of large language models.
Photo by Yijun Chen, Tromsø, Norway
Selected Publications
(†: equal contributions)
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Self-Correction is More than Refinement: A Learning Framework for Visual & Language Reasoning Tasks
[Paper]
Jiayi He†, Hehai Lin†, Qingyun Wang, Yi R. (May) Fung, Heng Ji
ACL Findings 2025 -
Forward-Only Continual Learning
[Paper]
Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Jianhua Tang
ACM MM 2025 -
Towards General Industrial Intelligence: A Survey of Large Models as a Service in Industrial IoT
[Paper]
Jianhua Tang, Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Guangjie Han, Zuozhu Liu, Howard H. Yang, Weihua Li
IEEE Communications Surveys & Tutorials 2025
Services
- Conference Reviewer: ACL 2026, CogSci 2026, AAAI 2026, EMNLP 2025
- Teaching Assistant:
- CS 3790: Introduction to Cognitive Science (Georgia Tech, Spring 2026)
- Introduction to Dynamics and Vibration (SCUT, Spring 2024, Spring 2025)
- Fundamentals of Electronics and Electrical Technologies (SCUT, Fall 2024)
Misc
- My favorite book is The Solitude of Prime NumbersTwin primes: pairs of primes that differ by 2, like (2760889966649, 2760889966651). Close yet never together..
- I'm a big fan of mystery fiction. My favorite mystery author is Ellery Queen.
- I've been playing guzheng (a Chinese plucked zither) since age 6. The piece I've played the most is 林冲夜奔.
- Random Travel?