Baixuan Xu Tony 徐柏轩

First year Ph.D. student at HKUST

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First year Ph.D. student at HKUST

Crazy Tennis Fan

Bibliography

Hi, welcome to my personal webpage! I’m Baixuan, a first year Ph.D. student from Computer Science and Engineering Department at the Hong Kong University of Science and Techonology supervised by Professor Yangqiu Song. I received my bachelor degree in Computer Science and Mathematics from the same institution in 2024, and I am honored to be funded by the prestigious HKPFS award. This page is updated on 2025/05/16

Research Interests

My research interest lies in following areas:

  • Multimodal reasoning and its applications in E-commerce domain. [MIND]
  • Multi-agent Interaction and collaborative reasoning, specifically, I’m interested in the collective intelligence of the agent system. [Expertise Delegation]
  • VLM/LLMs’ social intelligence, which explores the agent’s capability in interacting with the society and human-beings.
  • VLM/LLMs’ reasoning ability, especially from the perspective of meta-cognition (system2 thinking and beyond)

If you are interested in these areas, please feel free to contact me at bxuan at connect dot ust dot hk.

Education

The Hong Kong University of Science and Technology (HKUST)

  • Doctor of Philosophy in Computer Science and Engineering supervised by Professor Yangqiu Song, Sep. 2024 – Jul. 2028 (Expected)
  • Bachelor of Science in Computer Science and Mathematics, Sep. 2020 – Jun. 2024, First Class Honors, Academic Achievement Medal (~top 1% graduate)

Academic Service

  • Conference Reviewer: ACL Rolling Review

Awards

  • Hong Kong PhD Fellowship (2024 - 2028)
  • Dean’s List for the School of Engineering (8 Semesters)
  • University’s Scholarship Scheme for Continuing Undergraduate Students (2021 - 2023)

news

May 16, 2025 Our paper on multi-agent reasoning system design arxiv has been arxived! We are open for discussion through email!:smile:
Sep 20, 2024 Our new multimodal purchase intention understanding framework MIND has been accepted to EMNLP2024 main conference! :sparkles: :smile:

Selected Publications

  1. Arxiv
    Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study
    Baixuan Xu, Chunyang Li, Weiqi Wang, and 6 more authors
    2025
  2. EMNLP
    MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
    Baixuan Xu, Weiqi Wang, Haochen Shi, and 12 more authors
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024
  3. ACL
    CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
    Weiqi Wang, Tianqing Fang, Baixuan Xu, and 3 more authors
    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023