Peng Cui
Scholar

Peng Cui

Google Scholar ID: G8x97ZgAAAAJ
Department of Computer Science, Tsinghua University
data miningmachine learningmultimedia
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
25,731
 
H-index
62
 
i10-index
161
 
Publications
20
 
Co-authors
0
 
Publications
6 items
What Makes Something Hard(er)? Explaining Question Difficulty in Natural Language
2026
Cited
0
Do LLMs Exhibit Coherent Knowledge Structures in Mathematical Reasoning? A Perspective from Knowledge Space Theory
2026
Cited
0
DAG-FM: A Foundation Model for Causal Discovery under Heterogeneous Causal Mechanisms
2026
Cited
0
Surprisingly Simple and Effective Multi-Domain Graph Foundation Model through Graph-to-Table Alignment
2026
Cited
0
Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification
2026
Cited
0
TFMLinker: Universal Link Predictor by Graph In-Context Learning with Tabular Foundation Models
2026
Cited
0
Resume
Academic Achievements
  • CCF-IEEE CS Young Scientist Award (2018)
  • ACM China Rising Star Award (2015)
  • IEEE Multimedia Best Department Paper Award
  • SIGKDD 2016 Best Paper Finalist
  • ICDM 2015 Best Student Paper Award
  • SIGKDD 2014 Best Paper Finalist
  • IEEE ICME 2014 Best Paper Award
  • ACM MM12 Grand Challenge Multimodal Award
  • MMM13 Best Paper Award
  • Published in top venues including Nature Machine Intelligence, ICML, NeurIPS, CVPR, ICCV, IEEE TPAMI