Qineng Wang

CS Ph.D. Student, Northwestern University

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Email: qinengwang2029 # u dot northwestern dot edu

Bibliography

Hi there! I’m Qineng Wang, and you can also call me Aiden. I am a first-year Ph.D. student in Computer Science at Northwestern University, advised by Prof. Manling Li. I received my bachelor’s degree in Computer Science and Technology from Zhejiang University in June 2024.

Currently, I am a research intern at SVL Lab @ Standford University, under the supervision of Prof. Jiajun Wu on embodied agents.


Research Interests

My research interests primarily focus on embodied agents and multi-modal knowledge models. Specifically, I am interested in leveraging multi-modal knowledge foundation models to enhance the capabilities of embodied agents in real-world applications.


News

Sep 26, 2024 Our paper on Benchmarking Embodied Agents Decision-Making got accepted at NeurIPS 2024 as an oral presentation 🎉
Jun 21, 2024 Graduated as an outstanding undergraduate student from Zhejiang University :mortar_board:
May 16, 2024 One paper about multi-agent discussions got accepted at ACL 2024 :sparkles:
Mar 26, 2024 Excited to join NU as a CS PhD student, under the supervision of Prof. Manling Li :rocket:

Selected Publications

  1. ACL
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    Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
    Qineng Wang†, Zihao Wang†, Ying Su, Hanghang Tong, and Yangqiu Song
    In Proceedings of the 62th Annual Meeting of the Association for Computational Linguistics (ACL), Aug 2024
    arXiv
  2. NeurIPS
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    Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
    Manling Li†, Shiyu Zhao†, Qineng Wang†, Kangrui Wang†, Yu Zhou†, Sanjana Srivastava, Jem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, and Jiajun Wu
    In Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS, D&B Track), Dec 2024
    Oral Presentation
    Code Website