Yin, Xuwang
- Representation Engineering: A Top-Down Approach to AI Transparency
2023/10/02 by Andy Zou, Long Phan, Zou, Andy +40 · 5 voices · 158 citations
Computer Science · Engineering · #cs.LG #cs.AI #cs.CL #cs.CV #cs.CY
- Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs
2025/02/12 by Mantas Mazeika, Xuwang Yin, Mazeika, Mantas +21 · 18 voices · 18 citations
Computer Science · Engineering · Decision Sciences · #AI-based Problem Solving and Planning #Flexible and Reconfigurable Manufacturing Systems #Simulation Techniques and Applications
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
2024/02/06 by Mantas Mazeika, Long Phan, Mazeika, Mantas +21 · 240 citations
Decision Sciences · Computer Science · #Complex Systems and Decision Making #Information and Cyber Security
- Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
2024/07/31 by Richard Ren, Steven Basart, Ren, Richard +21 · 2 voices · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
- The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems
2025/03/05 by Richard Ren, Ren, Richard, Agarwal, Arunim +26 · 14 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning
- Radon cumulative distribution transform subspace modeling for image classification
2020/04/07 by Shifat-E-Rabbi, Mohammad, Yin, Xuwang, Rubaiyat, Abu Hasnat Mohammad +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Testing Robustness Against Unforeseen Adversaries
2019/08/21 by Max Kaufmann, Kaufmann, Max, Daniel Kang +21 · 1 voice
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.CV #cs.LG #stat.ML
- Invariance encoding in sliced-Wasserstein space for image classification with limited training data
2022/01/09 by Rabbi, Mohammad Shifat E, Zhuang, Yan, Li, Shiying +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Energy-Based Models With Adversarial Training
2020/12/11 by Yin, Xuwang, Li, Shiying, Rohde, Gustavo K. · 1 citation
#Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- End-to-End Signal Classification in Signed Cumulative Distribution Transform Space
2022/04/30 by Rubaiyat, Abu Hasnat Mohammad, Li, Shiying, Yin, Xuwang +3 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering