Huanxin Sheng
Email: hsheng2 [at] ur [dot] rochester [dot] edu
I was a CS PhD student at University of Rochester since Fall 2024, where I was lucky to be advised by Dr. Jian Kang and Dr.Hangfeng He. Now I have mastered out and begun my internship at AntGroup, Hangzhou, China. After that I will move to MBZUAI to continue my PhD career under the guidance of Prof. Jian Kang.
My research interest lies in trustworthy AI and AI for social good. Presently I am exploring uncertainty in LLM.
Before my PhD journey at UR, I completed my Bachelor of Science degree in Statistics at Xiamen University, where I was lucky to be advised by Dr. Wei Zhong. I was a member of XMU MIREL Lab led by Dr. Yunfeng Wu. I was also a remote research assistant working on high-dimensional portfolio analysis for Dr. Qingliang Fan at the Chinese University of Hong Kong.
News
- [Mar 2026] I begun my first AI internship at AntGroup as a Research Intern in AQ team.
- [Dec 2025] I successfully passed the area exam and earned a MS degree in CS! Many thanks to Prof. Hangfeng He!
- [Nov 2025] I was invited by NICE community to give a talk about my EMNLP paper! Here is the recording.
- [Nov 2025] My EMNLP paper has officially received the EMNLP 2025 SAC Highlight honor (top 0.6%)! This is my first paper!
- [Sep 2025] My EMNLP paper has been accepted for presentation at NeurIPS 2025 LLM Evaluation Workshop! San Diego here I come!
- [Aug 2025] My first paper "Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction" has been accepted for presentation at the Main Conference by EMNLP 2025!
- [Sep 2024] Started my PhD journey at the University of Rochester.
Publications
Misc
- 💬 Languages: My native language is Hokkien (闽南语) .
- 🎵 Music: I love playing instruments (Guitar, Erhu) and singing.
- 🐾 Animals: I love cats and dogs, especially Corgis!