Yuxin Wen
- A Watermark for Large Language Models
2023/01/24 by John Kirchenbauer, Kirchenbauer, John, Jonas Geiping +9 · 9 voices · 123 citations
Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #Topic Modeling #cs.CL #cs.CR #cs.LG
- Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust
2023/05/31 by Yuxin Wen, John Kirchenbauer, Wen, Yuxin +5 · 2 voices · 35 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CR #cs.CV #cs.LG
- Baseline Defenses for Adversarial Attacks Against Aligned Language Models
2023/09/01 by Neel Jain, Avi Schwarzschild, Jain, Neel +17 · 114 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Natural Language Processing Techniques
- Coercing LLMs to do and reveal (almost) anything
2024/02/21 by Jonas Geiping, Geiping, Jonas, Alex Stein +9 · 1 voice · 19 citations
Computer Science · #Law, AI, and Intellectual Property #cs.CL #cs.CR #cs.LG
- Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery
2023/02/07 by Yuxin Wen, Neel Jain, Wen, Yuxin +9 · 1 voice · 44 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Physics and Python Applications #Gene expression and cancer classification #cs.CL #cs.LG
- Detecting, Explaining, and Mitigating Memorization in Diffusion Models
2024/07/31 by Yuxin Wen, Yuchen Liu, Wen, Yuxin +5 · 22 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Simulation Techniques and Applications
- NEFTune: Noisy Embeddings Improve Instruction Finetuning
2023/10/09 by Neel Jain, Ping-yeh Chiang, Jain, Neel +23 · 15 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Surface Reconstruction from Point Clouds: A Survey and a Benchmark
2022/05/05 by Zhangjin Huang, Huang, Zhangjin, Yuxin Wen +7 · 11 citations
Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques
- Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification
2022/02/01 by Yuxin Wen, Jonas Geiping, Wen, Yuxin +7 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
2024/06/14 by Abhimanyu Hans, Hans, Abhimanyu, Yuxin Wen +19 · 9 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
- Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries
2022/10/19 by Yuxin Wen, Arpit Bansal, Wen, Yuxin +11 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data
- GenQA: Generating Millions of Instructions from a Handful of Prompts
2024/06/14 by Jiuhai Chen, Rifaa Qadri, Chen, Jiuhai +11 · 6 citations
Social Sciences · Computer Science · #Educational Assessment and Pedagogy #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment
- Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
2024/10/17 by Yuxin Wen, Qingqing Cao, Wen, Yuxin +7 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
2024/04/01 by Yuxin Wen, Leo Marchyok, Wen, Yuxin +9 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Analysis of Attention in Video Diffusion Transformers
2025/04/14 by Yuxin Wen, Wen, Yuxin, Jim Wu +7 · 6 citations
Computer Science · Engineering · #Image and Video Quality Assessment #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing
- Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds
2020/12/14 by Wenbin Zhao, Zhao, Wenbin, Jiabao Lei +7 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
2020/11/15 by Yuxin Wen, Wen, Yuxin, Shuai Li +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Bring Your Own Data! Self-Supervised Evaluation for Large Language Models
2023/06/23 by Neel Jain, Khalid Saifullah, Jain, Neel +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- RL Is a Hammer and LLMs Are Nails: A Simple Reinforcement Learning Recipe for Strong Prompt Injection
2025/10/06 by Yuxin Wen, Wen, Yuxin, Arman Zharmagambetov +11 · 6 citations
Psychology · #Behavioral and Psychological Studies
- Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization
2024/03/28 by Yuhang Li, Li, Yuhang, Dong, Xin +10 · 1 citation
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Model Reduction and Neural Networks
- Collaborative System Failure Prognostics via Federated Longitudinal-Survival Modeling
2026/07/28 by Fan Yang, Madelyn Weller, Dimuthu Fernando +2
#cs.LG
- GPT-Red: Automated Red Teaming via Self-Play at Scale
2026/07/28 by Eric Wallace, Christopher A. Choquette-Choo, Nikhil Kandpal +15
Computer Science · #cs.AI #cs.CL #cs.CR #cs.LG
- Why Does Feedback-Augmented Self-Distillation Fail to Improve Retrieval-Interleaved Search Agents?
2026/07/20 by Fan Yang, Rui Meng, Yuxin Wen
#cs.AI