Jixuan Chen
Scholar

Jixuan Chen

Google Scholar ID: kmBSlgEAAAAJ
UC San Diego
Multimodal agentsNatural language processingMachine learning
Citations & Impact
All-time
Citations
747
 
H-index
6
 
i10-index
6
 
Publications
9
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • - Publications:
  • * Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows (ICLR'25, Oral Presentation)
  • * OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments (NeurIPS'24 D&B Track)
  • * COMMA : A Communicative Multimodal Multi-Agent Benchmark (Preprint'24, Under Review)
  • * Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? (NeurIPS'24 D&B Track, Spotlight Presentation)
  • - Awards: Merit Student of Jiangsu Province
Research Experience
  • - Lab: XLANG Lab @ HKU
  • - Position: Research Intern
  • - Duration: 2023.08 - present
  • - Advisor: Prof. Tao Yu
  • - Research Areas: Executable language grounding, tool usage, code generation, and multimodal LLMs
Education
  • - Degree: B.E. in Software Engineering
  • - University: Nanjing University
  • - Duration: 2021.09 - 2025.07
  • - GPA: 91.60 / 100.0 (4.58/5.00)
  • - Ranking: 1/259
  • - Exchange Program: The Hong Kong University of Science and Technology
  • - Exchange Duration: 2024.01 - 2024.05
  • - Scholarship: Full scholarship
Background
  • - Research Interests: ML and NLP
  • - Current Research Focus: Multimodal LLM reasoning and Embodied agents
Miscellany
  • - Personal Interests: Not provided