Xingyao Wang (王星尧)
Pronouns: he/him/his. How to pronounce?
I am a second-year PhD student in the Department of Computer Science at the University of Illinois Urbana-Champaign, advised by Prof. Heng Ji. I also work closely with Prof. Hao Peng.
I’m interested in developing interactive language agents, such as chatbots and robots, capable of engaging in multi-turn interactions with human through natural language and (both online and physical) environments through programming languages like Python.
I received my undergraduate degree at the University of Michigan in computer science and data science. Previously, I was an intern at Google Research (2023), Microsoft (2022), Bytedance (2021), and Tencent (2020).
Beyond research, I contribute to open-source software and am a core contributor to OpenDevin .
news
2024 | Apr | Check out our newly released paper, introducing a SOTA reasoning generalist Eurus model and UltraInteract (data)! UltraInteract collects trees (We love trees 🌲!) of multi-turn interactions with preference pairs that support both SFT and preference learning for challenging reasoning problems! |
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2024 | Feb | LLM agents act better when they take actions by generating Python code: Check out our new reprint on an LLM agent (CodeAct) deeply integrated with Python! Feel free to chat with our demo here! |
2024 | Jan | MINT and CRAFT are accepted to ICLR 2024! See y’all in Vienna this May! |
2023 | May | Excited to share that I’ll be joining Google Research NYC this summer as a student researcher! |
2021 | Dec | I’m pleased to receive honorable mention for the Outstanding Undergraduate Researcher Awards! |
selected publications
2024
- Advancing LLM Reasoning Generalists with Preference TreesArxiv preprint, Apr 2024
- Executable Code Actions Elicit Better LLM AgentsLLMAgents Workshop @ ICLR 2024 (Oral), Feb 2024
- LeTI: Learning to Generate from Textual InteractionsIn Findings of the Association for Computational Linguistics: (NAACL), Jun 2024
2023
- Code4Struct: Code Generation for Few-Shot Event Structure PredictionIn Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Jul 2023
awards
Honorable Mention, Computing Research Association Outstanding Undergraduate Researcher Award | 2022 |
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James B. Angell Scholar, University of Michigan | 2021 |
EMNLP 2023 Student Travel Award (5 out of 94) | 2021 |
University Honors, University of Michigan. | 2017-2021 |
experiences
Google Research Student Researcher | Summer 2023 New York City, NY, USA |
Microsoft Research Intern | Summer 2022 Remote, USA |
ByteDance Natural Language Processing Intern | Summer 2021 Beijing, China |
Tencent Software Engineering Intern | Summer 2020 Shenzhen, Guangdong, China |