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62.18/100

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全站排名 #2,736

发表论文10 篇

平均评分5.9

年均产出3.3 篇/年

Yuheng Bu

Assistant Professor@University of California, Santa Barbara·美国·OpenReview

研究方向

Generative model watermarking · Trustworthy Machine Learning · Information-theoretic generalization bound · Detection and estimation theory

In-Context Watermarks for Large Language Models

ICLR 2026Poster

Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs

ICLR 2026Rejected

Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach

NeurIPS 2025Poster

Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning

COLM 2025Poster

Image Watermarks are Removable using Controllable Regeneration from Clean Noise

ICLR 2025Poster

Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective

ICML 2025Poster

Class-wise Generalization Error: an Information-Theoretic analysis

ICLR 2025Rejected

Universally Optimal Watermarking Schemes for LLMs: from Theory to Practice

ICLR 2025Rejected

合作者 (20)

Jürgen Schmidhuber