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Muhao Chen

  1. AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
    2023/10/03 by Xiaogeng Liu, Liu, Xiaogeng, Nan Xu +5 · 144 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  2. Agentic Web: Weaving the Next Web with AI Agents
    2025/07/28 by Yingxuan Yang, Mulei Ma, Yang, Yingxuan +33 · 8 voices · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  3. Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
    2023/05/24 by Jiashu Xu, Xu, Jiashu, Mingyu Derek Ma +7 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing #Software Testing and Debugging Techniques
  4. Instructional Fingerprinting of Large Language Models
    2024/01/21 by Jiashu Xu, Xu, Jiashu, Fei Wang +9 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  5. UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
    2023/08/07 by Wenxuan Zhou, Sheng Zhang, Zhou, Wenxuan +7 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  6. Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
    2023/11/16 by Nan Xu, Xu, Nan, Fei Wang +9 · 12 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Adversarial Robustness in Machine Learning
  7. Context-faithful Prompting for Large Language Models
    2023/03/20 by Wenxuan Zhou, Zhou, Wenxuan, Sheng Zhang +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. Multi-view Knowledge Graph Embedding for Entity Alignment
    2019/06/06 by Qinghe Zhang, Zhang, Qingheng, Zequn Sun +9 · 5 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  9. Rethinking Tabular Data Understanding with Large Language Models
    2023/12/27 by Tianyang Liu, Fei Wang, Liu, Tianyang +3 · 7 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  10. Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
    2016/11/12 by Muhao Chen, Yingtao Tian, Chen, Muhao +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #Topic Modeling
  11. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks
    2020/12/15 by Cunchao Zhu, Zhu, Cunchao, Muhao Chen +7 · 4 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  12. RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models
    2023/11/16 by Jiongxiao Wang, Junlin Wu, Wang, Jiongxiao +7 · 6 citations
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection
  13. GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding
    2023/10/23 by Zekun Li, Li, Zekun, Wenxuan Zhou +5 · 6 citations
    Social Sciences · Computer Science · #Geographic Information Systems Studies #Speech and dialogue systems
  14. Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation
    2019/11/20 by Zequn Sun, Chengming Wang, Sun, Zequn +11 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  15. FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks
    2024/10/28 by Jiongxiao Wang, Fangzhou Wu, Wang, Jiongxiao +12 · 7 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Software Testing and Debugging Techniques
  16. SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models
    2024/12/06 by Zilan Wang, Wang, Zilan, Junfeng Guo +11 · 7 citations
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Vehicle License Plate Recognition
  17. How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities
    2023/11/15 by Lingbo Mo, Boshi Wang, Mo, Lingbo +5 · 4 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
  18. SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation
    2022/10/21 by Zekun Li, Li, Zekun, Jina Kim +5 · 3 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #Data Quality and Management #FOS: Computer and information sciences #Geographic Information Systems Studies
  19. Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models
    2024/10/04 by Tinghui Zhu, Qin Liu, Zhu, Tinghui +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Semantic Web and Ontologies
  20. Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
    2023/11/16 by Bangzheng Li, Li, Bangzheng, Ben Zhou +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  21. Contrastive Instruction Tuning
    2024/02/17 by Tianyi Yan, Yan, Tianyi Lorena, Wang Fei +13 · 4 citations
    Social Sciences · Psychology · #Education and Technology Integration #Innovative Teaching and Learning Methods
  22. Joint Constrained Learning for Event-Event Relation Extraction
    2020/10/13 by Haoyu Wang, Muhao Chen, Wang, Haoyu +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  23. Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
    2021/04/09 by Xuelu Chen, Chen, Xuelu, Michael Boratko +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  24. Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach
    2019/05/24 by Changjun Fan, Fan, Changjun, Li Zeng +9 · 2 citations
    Physics and Astronomy · Computer Science · Neuroscience · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Functional Brain Connectivity Studies
  25. ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails
    2025/02/19 by Xiaofei Wen, Wen, Xiaofei, Zhou, Wenxuan +4 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital Education and Society #Education and Critical Thinking Development #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge
    2025/03/01 by Terry Tong, Fei Wang, Tong, Terry +5 · 6 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Legal Education and Practice Innovations #Privacy-Preserving Technologies in Data
  27. Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing
    2024/06/06 by Hadi Askari, Anshuman Chhabra, Askari, Hadi +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  28. Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges
    2024/09/30 by Qin Liu, Liu, Qin, Wenjie Mo +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #Topic Modeling #electronic engineering #information engineering
  29. R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory
    2025/01/21 by Tenghao Huang, Kinjal Basu, Huang, Tenghao +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  30. Automated Summarization of Stack Overflow Posts
    2023/05/26 by Bonan Kou, Kou, Bonan, Muhao Chen +3 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
  31. VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap
    2025/02/14 by Liu Qin, Liu, Qin, Wang Fei +5 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  32. Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
    2022/05/08 by Yiwei Wang, Muhao Chen, Wang, Yiwei +15 · 2 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 #Software Engineering Research #Topic Modeling
  33. DOMINO: A Dual-System for Multi-step Visual Language Reasoning
    2023/10/04 by Peifang Wang, Wang, Peifang, Olga Golovneva +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Tensegrity system dynamics based on finite element method
    2021/06/03 by Shuo Ma, Ma, Shuo, Muhao Chen +3 · 2 citations
    Engineering · #Applied Physics (physics.app-ph) #Architecture and Computational Design #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Structural Analysis and Optimization #Structural Analysis of Composite Materials #and Science (cs.CE)
  35. Structure-Aware Label Smoothing for Graph Neural Networks
    2021/12/01 by Yiwei Wang, Yujun Cai, Wang, Yiwei +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
  36. Summarization as Indirect Supervision for Relation Extraction
    2022/05/19 by Keming Lu, I-Hung Hsu, Lu, Keming +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  37. Parameter-Efficient Tuning with Special Token Adaptation
    2022/10/10 by James Y. Huang, Yang, Xiaocong, Huang, James Y. +4 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  38. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    2024/12/20 by Jingyuan Qi, Qi, Jingyuan, Zian Jia +30 · 2 citations
    Engineering · #BIM and Construction Integration #Modular Robots and Swarm Intelligence
  39. Continual Contrastive Finetuning Improves Low-Resource Relation Extraction
    2022/12/21 by Wenxuan Zhou, Sheng Zhang, Zhou, Wenxuan +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  40. MapQA: Open-domain Geospatial Question Answering on Map Data
    2025/03/10 by Zekun Li, Li, Zekun, Grossman, Malcolm +8 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
  41. Robust Natural Language Understanding with Residual Attention Debiasing
    2023/05/28 by Fei Wang, Wang, Fei, James Y. Huang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  42. Monotonic Paraphrasing Improves Generalization of Language Model Prompting
    2024/03/24 by Qin Liu, Liu, Qin, Fei Wang +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  43. FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation
    2024/06/17 by Bangzheng Li, Li, Bangzheng, Ben Zhou +9 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning in Healthcare
  44. Is Extending Modality The Right Path Towards Omni-Modality?
    2025/06/02 by Tinghui Zhu, Zhu, Tinghui, Kai Zhang +5 · 3 citations
    Arts and Humanities · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Linguistics and Discourse Analysis #Philosophy and Theoretical Science #Syntax, Semantics, Linguistic Variation
  45. Unraveling Indirect In-Context Learning Using Influence Functions
    2025/01/01 by Hadi Askari, Shivanshu Gupta, Askari, Hadi +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Human Pose and Action Recognition
  46. Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers
    2024/07/04 by Terry Tong, Tong, Terry, Jiashu Xu +5 · 1 citation
    Computer Science · #Topic Modeling
  47. Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
    2025/05/26 by Rui Cai, Cai, Rui, Bangzheng Li +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  48. LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions
    2025/05/27 by Hadi Askari, Shivanshu Gupta, Askari, Hadi +7 · 3 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  49. Optimizing Diversity and Quality through Base-Aligned Model Collaboration
    2025/11/07 by Yichen Wang, Wang, Yichen, Chenghao Yang +8 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  50. Implicit Reasoning Steering via Concept Chaining
    2026/07/15 by Xiao Ye, Sanika Chavan, Yuxi Huang +4
    #cs.CL