Yepeng Liu

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. TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
   2023/06/12 by Jiaqi Xue, Xue, Jiaqi, Mengxin Zheng +11 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
   2024/10/03 by Haiyun He, Yepeng Liu, He, Haiyun +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)
4. RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes
   2025/02/01 by Zhichao Sun, Yepeng Liu, Sun, Zhichao +16 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications
5. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
   2024/06/03 by Yu Zhang, Qi Zhang, Zhang, Yu +21 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
6. 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