Scholar
Yuheng Bu
Google Scholar ID: 1jPQEVMAAAAJ
University of California, Santa Barbara
Machine learning
Information theory
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Citations & Impact
All-time
Citations
882
H-index
15
i10-index
18
Publications
20
Co-authors
7
list available
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Publications
15 items
ConvexBench: Can LLMs Recognize Convex Functions?
2026
Cited
0
TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction
2026
Cited
0
A Reinforcement Learning Framework for Robust and Secure LLM Watermarking
2025
Cited
0
Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption
2025
Cited
0
NestGNN: A Graph Neural Network Framework Generalizing the Nested Logit Model for Travel Mode Choice
2025
Cited
0
UQGNN: Uncertainty Quantification of Graph Neural Networks for Multivariate Spatiotemporal Prediction
2025
Cited
0
Graph neural networks for residential location choice: connection to classical logit models
2025
Cited
0
SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided Prompting
2025
Cited
0
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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
Co-authors
7 total
Gregory Wornell
Professor, Electrical Engineering and Computer Science, MIT
Venugopal V. Veeravalli
Henry Magnuski Professor, ECE, University of Illinois at Urbana-Champaign
Shaofeng Zou
Associate Professor, Arizona State University
Prasanna Sattigeri
IBM Research AI, MIT-IBM Watson AI Lab
Gholamali Aminian
Research Associate, The Alan Turing Institute
Miguel Rodrigues
Professor of Information Theory and Processing, University College London
Vincent Y. F. Tan
Professor, Department of Mathematics, National University of Singapore
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