Jingwen Liu
Scholar

Jingwen Liu

Google Scholar ID: ZDP0p3EAAAAJ
PhD student, Columbia University
Machine Learning Theory
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
155
 
H-index
2
 
i10-index
1
 
Publications
3
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗
Publications
3 items
Fixed Universal Transformers
2026
Cited
0
Less Data, Faster Training: repeating smaller datasets speeds up learning via sampling biases
2026
Cited
0
Group-realizable multi-group learning by minimizing empirical risk
2026
Cited
0
Resume
Academic Achievements
  • “Fast attention mechanisms: a tale of parallelism”, NeurIPS 2025
  • “Group-wise oracle-efficient algorithms for online multi-group learning (random order)”, NeurIPS 2024
  • “VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution”, CVPR 2022
  • Reviewer for COLT 2025, ICML 2025, NeurIPS 2024/2025
  • Volunteer for Columbia CS PhD Pre-Submission Application Review (PAR) Program
  • Teaching assistant for courses including Theoretical Foundations of LLMs, Machine Learning Theory, Machine Learning, Mathematics for Algorithms and Systems, etc.