Scholar
Chuan Xiao
Google Scholar ID: 15bmyOkAAAAJ
Associate Professor, Osaka University
Citations & Impact
Citations
1,624
H-index
22
i10-index
41
Publications
20
Co-authors
22
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Introduced the Legal Fact Prediction (LFP) task and constructed a dataset of 657 Chinese civil litigation cases covering 10 representative case types; paper to appear at EMNLP 2025
- Launched SAS (Smart Agent Survey), a software using LLM agents to simulate survey responses from uploaded questionnaires (DOCX, PDF, etc.)
- Analyzed 7 security challenges in cross-domain multi-agent LLM systems
- Studied probabilistic kernel functions for fast angle testing, applied to MIPS and ANNS
- Proposed a solution for range-filtering ANNS
- Explored novel findings on fusing Vision-Language Models (VLMs) with Large Language Models (LLMs)
- Investigated data overvaluation attacks in federated learning and proposed Truth-Shapley as a truthful data valuation metric
