Canyu Chen
- Evaluating the Social Impact of Generative AI Systems in Systems and Society
2023/06/09 by Irene Solaiman, Zeerak Talat, Solaiman, Irene +59 · 4 voices · 9 citations
#cs.CY #cs.AI
- Can LLM-Generated Misinformation Be Detected?
2023/09/25 by Canyu Chen, Chen, Canyu, Kai Shu +1 · 17 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Topic Modeling
- BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
2022/06/21 by Kay Liu, Liu, Kay, Yingtong Dou +27 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Combating Misinformation in the Age of LLMs: Opportunities and Challenges
2023/11/09 by Canyu Chen, Kai Shu, Chen, Canyu +1 · 14 citations
Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024/04/18 by Bertie Vidgen, Adarsh Agrawal, Vidgen, Bertie +202 · 2 voices · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Can Large Language Models Identify Authorship?
2024/03/13 by Baixiang Huang, Canyu Chen, Huang, Baixiang +3 · 13 citations
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
2024/08/16 by Baixiang Huang, Canyu Chen, Huang, Baixiang +3 · 10 citations
Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?
2024/11/10 by Canyu Chen, Jian Zhen Yu, Chen, Canyu +16 · 11 citations
Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques
- Can Knowledge Editing Really Correct Hallucinations?
2024/10/21 by Huang, Baixiang, Canyu Chen, Chen, Canyu +6 · 7 citations
Arts and Humanities · Neuroscience · #Mental Health and Psychiatry #Hallucinations in medical conditions #Functional Brain Connectivity Studies
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Heather Frase, Ghosh, Shaona +200 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- Attacking Fake News Detectors via Manipulating News Social Engagement
2023/02/14 by Haoran Wang, Wang, Haoran, Yingtong Dou +9 · 2 citations
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners
2022/05/18 by Canyu Chen, Kai Shu, Chen, Canyu +1 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
2022/07/18 by Canyu Chen, Yueqing Liang, Chen, Canyu +9 · 1 citation
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
- MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection
2023/05/18 by Xiongxiao Xu, Kaize Ding, Xu, Xiongxiao +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)