Yuanshun Yao
- Automated Crowdturfing Attacks and Defenses in Online Review Systems
2017/08/27 by Yuanshun Yao, Bimal Viswanath, Yao, Yuanshun +8 · 2 voices · 1 citation
Computer Science · Social Sciences · #Spam and Phishing Detection #Advanced Malware Detection Techniques #Misinformation and Its Impacts
- Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
2023/08/10 by Yang Liu, Yuanshun Yao, Liu, Yang +13 · 53 citations
Computer Science · #Topic Modeling
- Large Language Model Unlearning
2023/10/14 by Yuanshun Yao, Yao, Yuanshun, Xiaojun Xu +3 · 53 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Learning to Watermark LLM-generated Text via Reinforcement Learning
2024/03/13 by Xiao‐Jun Xu, Yuanshun Yao, Xu, Xiaojun +3 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
2024/03/12 by Wei Shen, Xiaoying Zhang, Shen, Wei +9 · 6 citations
Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
- ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
2024/10/30 by Andrew Estornell, Jean-François Ton, Estornell, Andrew +5 · 7 citations
Business, Management and Accounting · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Systems Theories and Implementation #Management and Organizational Studies
- Human-Instruction-Free LLM Self-Alignment with Limited Samples
2024/01/06 by Hongyi Guo, Guo, Hongyi, Yuanshun Yao +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- Measuring and Reducing LLM Hallucination without Gold-Standard Answers
2024/02/16 by Jiaheng Wei, Yuanshun Yao, Wei, Jiaheng +9 · 4 citations
Mathematics · Pharmacology, Toxicology and Pharmaceutics · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacovigilance and Adverse Drug Reactions #Plant-based Medicinal Research
- Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes
2022/10/06 by Zhaowei Zhu, Yuanshun Yao, Zhu, Zhaowei +7 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Fairness Without Harm: An Influence-Guided Active Sampling Approach
2024/02/20 by Jinlong Pang, Jialu Wang, Pang, Jinlong +9 · 2 citations
Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Doping in Sports #FOS: Computer and information sciences #Human Rights and Development #Machine Learning (cs.LG) #Regulation and Compliance Studies
- Robust Multi-bit Text Watermark with LLM-based Paraphrasers
2024/12/04 by Xiaojun Xu, Jinghan Jia, Xu, Xiaojun +7 · 3 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
- Toward Optimal LLM Alignments Using Two-Player Games
2024/06/16 by Rui Zheng, Zheng, Rui, Hongyi Guo +23 · 1 citation
Computer Science · #Digital Rights Management and Security