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
22 items
Rethinking AI-Generated Text Detection: A Strong Baseline and the Distribution-Shift Problem That Remains
2026
Cited
0
Information-Theoretic Classifier-Free Guidance with Adaptive Schedule Optimization
2026
Cited
0
Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization
2026
Cited
0
WorldMemArena: Evaluating Multimodal Agent Memory Through Action-World Interaction
2026
Cited
0
Auditing Agent Harness Safety
2026
Cited
0
Fundamental Trade-Offs in Multi-Bit Watermarking of Stochastic Processes
2026
Cited
0
Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling
2026
Cited
0
ConvexBench: Can LLMs Recognize Convex Functions?
2026
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