Yuheng Bu
Scholar

Yuheng Bu

Google Scholar ID: 1jPQEVMAAAAJ
University of California, Santa Barbara
Machine learningInformation theory
Citations & Impact
All-time
Citations
882
 
H-index
15
 
i10-index
18
 
Publications
20
 
Co-authors
7
list available
Contact
Resume (English only)
Academic Achievements
  • Published 'Image Watermarks are Removable using Controllable Regeneration from Clean Noise' at ICLR 2025
  • Published 'Adaptive Text Watermark for Large Language Models' at ICML 2024
  • Published 'On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation' at ICML 2023
  • Published 'An Exact Characterization of the Generalization Error for the Gibbs Algorithm' at NeurIPS 2021 (equal contribution)
  • Published 'Fair Selective Classification via Sufficiency' at ICML 2021 (equal contribution, Long Talk, Top 3%)
  • Published 'Tightening Mutual Information Based Bounds on Generalization Error' in IEEE Journal on Selected Areas in Information Theory, 2020
  • Multiple papers accepted to NeurIPS 2025, COLM 2025, and Transactions on Machine Learning Research