Xianrui Zhong
Scholar

Xianrui Zhong

Google Scholar ID: F8izpj0AAAAJ
University of Illinois Urbana-Champaign
Machine LearningData Mining
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
295
 
H-index
4
 
i10-index
2
 
Publications
9
 
Co-authors
3
list available
Contact
Emailxzhhong23@illinois.eduGitHubOpen ↗
Publications
8 items
SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds
2025
Cited
0
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning
2025
Cited
0
GRACE: Generative Representation Learning via Contrastive Policy Optimization
2025
Cited
0
From Personal to Collective: On the Role of Local and Global Memory in LLM Personalization
2025
Cited
0
FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
2025
Cited
0
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning
2025
Cited
0
Benchmarking Retrieval-Augmented Generation for Chemistry
2025
Cited
0
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
2025
Cited
0
Resume (English only)
Academic Achievements
  • Honorable Mention, 2024 CRA Outstanding Undergraduate Researcher Award
  • Three papers accepted to NeurIPS 2025
  • Paper 'ChemRAG' accepted to COLM 2025
  • Paper 'ActionIE' accepted to ACL 2024
  • Member of Phi Beta Kappa
Co-authors
3 total
Jiawei Han
Jiawei Han
Abel Bliss Professor of Computer Science, University of Illinois
Siru Ouyang
Siru Ouyang
University of Illinois Urbana-Champaign
Ming Zhong
Ming Zhong
University of Illinois Urbana-Champaign