Yuxiao Ye (叶语霄)

I am currently a MSc Student (2022.9-2025.6) of the Department of Computer Science and Technology at the Beijing Institute of Technology, advised by Chi Harold Liu. I obtained my bachelor's degree from Beijing Institute of Technology in 2022.

My main research interest is in intelligent decision-making, include Deep Reinforcement Learning (particularly its application in Mobile Crowdsensing), and LLM Agents. I have published papers in conferences related to AI and IoT such as ICDE, JSAC and INFOCOM.

I recently worked as an research intern at SenseTime (2023.12-2024.4), focusing on the research of LLM Agents and Text-to-SQL. Two recent works are submitted to NIPS2024. The paper 'SQLBench: A Comprehensive Evaluation for Text-to-SQL Capabilities of Large Language Models' received scores of 8, 6, 5, 5, and 4 by the end of the rebuttal period.

Academic Activities

[2023/04/02] I participated in the ICDE 2023 conference held in Anaheim, California. I delivered two oral presentations.

[2024/05/07] I was invited by RLChina to give a talk on the topic of "LLM-based Text-to-SQL: new SOTA and comprehensive benchmarking". Link here

[2023/01/11] I am honored to be interviewed by the we-media blogger 在下小苏, and shared my point of view towards AI. The video attracted over 300,000 views. Link here