Leheng Sheng
Scholar

Leheng Sheng

Google Scholar ID: j4ZcRakAAAAJ
National University of Singapore
Large Reasoning ModelsLLM-based AgentsInterpretabilityRecommendation
Citations & Impact
All-time
Citations
369
 
H-index
6
 
i10-index
6
 
Publications
13
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • 1. One first-authored paper accepted by ICLR 2025 (Oral) in January 2025; 2. One co-first-authored paper accepted by SIGIR 2024 in March 2024; 3. One co-first-authored paper accepted by NeurIPS 2023 in September 2023; 4. One first-authored paper accepted by ICASSP 2023 in February 2023.
Research Experience
  • 1. Visiting at NUS NExT++ Lab since June 2023.
Education
  • 1. Ph.D., National University of Singapore, time not provided; 2. M.S., Tsinghua University, Finance; 3. B.E., Southeast University, Computer Science.
Background
  • Research Interests: Representation Learning in LLM, LLM-based recommender systems, and LLM-based autonomous agents. Brief Introduction: First-year Ph.D. student at National University of Singapore.