Xianjun Yang
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 121 citations
#cs.LG #cs.AI #cs.CL
- Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models
2023/10/04 by Xianjun Yang, Yang, Xianjun, Xiao Wang +11 · 45 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
- DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
2023/05/27 by Xianjun Yang, Yang, Xianjun, Wei Cheng +8 · 20 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- TrustAgent: Towards Safe and Trustworthy LLM-based Agents
2024/02/02 by Wenyue Hua, Xianjun Yang, Hua, Wenyue +7 · 22 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
2024/05/02 by Zhiyu Zoey Chen, Jing Ma, Chen, Zhiyu Zoey +17 · 22 citations
Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance
- A Safe Harbor for AI Evaluation and Red Teaming
2024/03/07 by Shayne Longpre, Sayash Kapoor, Longpre, Shayne +43 · 1 voice · 17 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024/04/18 by Bertie Vidgen, Adarsh Agrawal, Vidgen, Bertie +202 · 2 voices · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Weak-to-Strong Jailbreaking on Large Language Models
2024/01/30 by Xuandong Zhao, Zhao, Xuandong, Xianjun Yang +11 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- AlpaCare:Instruction-tuned Large Language Models for Medical Application
2023/10/23 by Xinlu Zhang, Zhang, Xinlu, Xianjun Yang +8 · 12 citations
Computer Science · Medicine · #Topic Modeling #Text Readability and Simplification #Artificial Intelligence in Healthcare and Education
- Navigating the OverKill in Large Language Models
2024/01/31 by Chenyu Shi, Xiao Wang, Shi, Chenyu +17 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Survey on Detection of LLMs-Generated Content
2023/10/24 by Xianjun Yang, Yang, Xianjun, Liangming Pan +11 · 12 citations
Computer Science · Medicine · #Topic Modeling #Text Readability and Simplification #Artificial Intelligence in Healthcare and Education
- LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
2023/05/18 by Yujie Lu, Xianjun Yang, Lu, Yujie +7 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques #Advanced Image and Video Retrieval Techniques
- MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
2024/06/20 by Alfonso Amayuelas, Xianjun Yang, Amayuelas, Alfonso +9 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
2023/10/10 by Xiao Wang, Wang, Xiao, Yuansen Zhang +21 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
2023/02/16 by Xianjun Yang, Yan Li, Yang, Xianjun +7 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding
2024/07/06 by Zekun Li, Xianjun Yang, Li, Zekun +25 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
2025/02/07 by Kaijie Zhu, Xianjun Yang, Zhu, Kaijie +7 · 10 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security #Radiation Effects in Electronics #Security and Verification in Computing
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Ghosh, Shaona, Heather Frase +200 · 1 voice · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
2023/02/05 by Kexun Zhang, Zhang, Kexun, Xianjun Yang +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Test-Time Backdoor Attacks on Multimodal Large Language Models
2024/02/13 by Dong Lu, Lu, Dong, Tianyu Pang +9 · 4 citations
Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques
- Zero-Shot Detection of Machine-Generated Codes
2023/10/08 by Xianjun Yang, Kexun Zhang, Yang, Xianjun +9 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
- Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
2023/05/22 by Xinlu Zhang, Zhang, Xinlu, Shiyang Li +8 · 3 citations
Computer Science · #Machine Learning in Healthcare
- DALD: Improving Logits-based Detector without Logits from Black-box LLMs
2024/06/07 by Cong Zeng, Zeng, Cong, Shengkun Tang +17 · 4 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Image and Signal Denoising Methods #Machine Learning (cs.LG)
- PLLaMa: An Open-source Large Language Model for Plant Science
2024/01/03 by Xianjun Yang, Yang, Xianjun, Junfeng Gao +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational Engineering #Computational and Text Analysis Methods #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- Few-Shot Document-Level Event Argument Extraction
2022/09/06 by Xianjun Yang, Yang, Xianjun, Yujie Lu +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- OASum: Large-Scale Open Domain Aspect-based Summarization
2022/12/19 by Xianjun Yang, Kaiqiang Song, Yang, Xianjun +11 · 2 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
- PrivacyMind: Large Language Models Can Be Contextual Privacy Protection Learners
2023/10/03 by Yijia Xiao, Yiqiao Jin, Xiao, Yijia +22 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data
- Diversity-driven Data Selection for Language Model Tuning through Sparse Autoencoder
2025/02/19 by Xianjun Yang, Yang, Xianjun, Shaoliang Nie +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning
2024/04/16 by Xiao Wang, Wang, Xiao, Tianze Chen +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
- PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text
2022/10/22 by Xianjun Yang, Zhuo Ya, Yang, Xianjun +9 · 1 citation
Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling #Software Engineering Research
- CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
2024/10/17 by Mian Zhang, Zhang, Mian, Xianjun Yang +14 · 1 citation
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Mental Health Interventions #FOS: Computer and information sciences #Mental Health Research Topics #Personality Disorders and Psychopathology
- Verifying Chain-of-Thought Reasoning via Its Computational Graph
2025/10/10 by Zheng Zhao, Zhao, Zheng, Yeskendir Koishekenov +7 · 2 citations
Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embodied and Extended Cognition #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)