Jixuan Chen Hi there! I am a 4-th year undergraduate student at Nanjing University, majoring in Software Engineering. Currently I'm working as a Research Assistant at XLANG Lab (as part of the HKU NLP Group) with Prof. Tao Yu. Before that, I was honoured to work with Prof. Shujian Huang at Nanjing University. My research interests lie in ML and NLP. Nowadays, I am working on Computer Use Multimodal LLM agents and Code Generation. Here is the problem I am thinking about: How to design smarter GUI agents with reinforcement learning (RL) and large language models (LLM)? I am looking for a Ph.D. position starting in 2025 Fall. Please feel free to reach out!Email / Semantic Scholar / Google Scholar / Twitter / Github
News
2025.04: Thrilled to give an Oral Presentation at ICLR 2025 for Spider 2.0! (Slides)(Recording)
2025.02: 🎉 Spider 2.0 is accepted by ICLR 2025 as Oral (Top 1.8% of submissions).
Nanjing University 2021.09 - 2025.07 (Expected) B.E. in Software Engineering GPA: 91.60 / 100.0 (4.58/5.00) Overall Academic Ranking: 1/259
The Hong Kong University of Science and Technology 2024.01 - 2024.05 Exchange Student with a full scholarship
Academic Experiences
XLANG Lab @ HKUResearch Intern 2023.08 - present Conducted research on various topics including executable language grounding, tool usage, code generation and multimodal LLMs. Advisor: Prof. Tao Yu
ICLR'25, Oral Presentation Spider 2.0 is an evaluation framework comprising 627 real-world text-to-SQL workflow problems derived from enterprise-level database use cases.
NeurIPS'24 D&B Track OSWorld🖥️: A unified, real computer env for multimodal agents to evaluate open-ended computer tasks with arbitrary apps and interfaces on Ubuntu, Windows, & macOS.
NeurIPS'24 D&B Track, Spotlight Presentation Spider2-V is a multimodal agent benchmark spanning across the entire data science and engineering workflow.
