Hi, I'm Taiwei Shi

Senior Applied Scientist at Microsoft
Taiwei Shi is a Senior Applied Scientist at Microsoft's Office of Applied Research. He earned his Ph.D. in Computer Science from the University of Southern California in August 2026, advised by Professor Jieyu Zhao. Previously, he graduated from the Georgia Institute of Technology with a Bachelor of Computer Science degree. He is from Dongguan, China.
At Georgia Tech, he was fortunate to be advised by Professors Mark Riedl and Diyi Yang. He previously conducted research at Microsoft Research and USC ISI.
His research interest mainly revolves around natural language processing and reinforcement learning. Recently, he is particularly excited about self-improvement, synthetic data, and human-AI interaction.

Featured Research Publications

Latest research for fans of natural language processing.

An RL paradigm that enables language models to learn from experience
Preprint 2026
Differentially private reinforcement fine-tuning for synthetic text generation without direct access to private examples.
Preprint 2026
Introducing computer-using agents with coding as actions, a novel paradigm for task automation.
ICLR 2026
Aligning LLMs With In-situ User Interactions And Feedback
ACL 2026
Enabling LLMs to Reason About Uncertainty
EMNLP Findings 2025
Efficient Reinforcement Finetuning via Adaptive Curriculum Learning
TMLR 2026