Yuheng Bu

1. Image Watermarks are Removable Using Controllable Regeneration from Clean Noise
   2024/10/07 by Yepeng Liu, Yiren Song, Liu, Yepeng +11 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Image and Object Detection Techniques #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
2. Operator SVD with Neural Networks via Nested Low-Rank Approximation
   2024/02/06 by J. Jon Ryu, Ryu, J. Jon, Xiangxiang Xu +9 · 7 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
3. Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm
   2022/10/18 by Gholamali Aminian, Aminian, Gholamali, Yuheng Bu +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms #Machine Learning and ELM #Neural Networks and Applications
4. Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
   2024/10/03 by Haiyun He, He, Haiyun, Yepeng Liu +6 · 4 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Data Security #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
5. In-Context Watermarks for Large Language Models
   2025/05/22 by Yepeng Liu, Xuandong Zhao, Liu, Yepeng +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Graph Neural Networks
6. Class-wise Generalization Error: an Information-Theoretic Analysis
   2024/01/05 by Firas Laakom, Yuheng Bu, Laakom, Firas +3 · 1 citation
   Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning