Sirui Chen
Scholar

Sirui Chen

Google Scholar ID: PoV08-oAAAAJ
University of Illinois Urbana-Champaign
Reinforcement LearningInformation Retrieval
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
131
 
H-index
6
 
i10-index
5
 
Publications
10
 
Co-authors
6
list available
Contact
Emailchensr16@gmail.comGitHubOpen ↗
Publications
31 items
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
2026
Cited
0
Trie-Aware Transformers for Generative Recommendation
2026
Cited
0
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning
2026
Cited
1
CauScale: Neural Causal Discovery at Scale
2026
Cited
0
Can Post-Training Transform LLMs into Causal Reasoners?
2026
Cited
0
HiWET: Hierarchical World-Frame End-Effector Tracking for Long-Horizon Humanoid Loco-Manipulation
2026
Cited
0
TopKGAT: A Top-K Objective-Driven Architecture for Recommendation
2026
Cited
0
CauScientist: Teaching LLMs to Respect Data for Causal Discovery
2026
Cited
0
Resume (English only)
Education
  • PhD student at the University of Illinois Urbana-Champaign
Background
  • Research interests include data mining and artificial intelligence. The long-term goal of the research is to develop a reliable and controllable AI system aligned fully with human intentions.
Co-authors
6 total
Jun Xu
Jun Xu
Professor, Gaoling School of Artificial Intelligence, Renmin University of China
Weijie Yu
Weijie Yu
University of International Business and Economics
Yaodong Yang
Yaodong Yang
Boya (博雅) Assistant Professor at Peking University
Yali Du
Yali Du
Turing Fellow, Associate professor, King's College London
Jingrui He
Jingrui He
University of Illinois at Urbana-Champaign
Xu Chen 陈 旭
Xu Chen 陈 旭
Tenure-Track Associate Professor, Renmin University of China