Scholar
Baixuan Xu
Google Scholar ID: YhWGUKUAAAAJ
Hong Kong University of Science and Technology
Citations & Impact
Citations
162
H-index
7
i10-index
4
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- Awarded the Hong Kong PhD Fellowship Scheme (HKPFS) (2024–2028)
- Dean’s List for the School of Engineering for 8 semesters
- University’s Scholarship Scheme for Continuing Undergraduate Students (2021–2023)
- Conference reviewer for ACL Rolling Review
- Paper 'MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding' accepted to EMNLP 2024 main conference
- Paper 'Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study' posted on arXiv in 2025
- Co-authored paper 'CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning' published at ACL 2023
Background
- First-year Ph.D. student in the Department of Computer Science and Engineering at HKUST
- Research interests include: multimodal reasoning and its applications in e-commerce (e.g., MIND project)
- Multi-agent interaction and collaborative reasoning, especially collective intelligence in agent systems
- Social intelligence of VLMs/LLMs—how agents interact with humans and society
- Reasoning capabilities of VLMs/LLMs, particularly from a meta-cognition perspective (System 2 thinking and beyond)