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Wang, Wenya

  1. Backdoor Attacks on Dense Retrieval via Public and Unintentional Triggers
    2024/02/21 by Quanyu Long, Yue Deng, Long, Quanyu +7 · 8 citations
    Computer Science · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Spam and Phishing Detection
  2. Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements
    2023/05/05 by Liu, Jiacheng, Wang, Wenya, Wang, Dianzhuo +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Training Language Models to Generate Text with Citations via Fine-grained Rewards
    2024/02/06 by C. F. Huang, Chengyu Huang, Huang, Chengyu +6 · 1 voice · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  4. Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
    2024/02/06 by Sanyal, Soumya, Xiao, Tianyi, Liu, Jiacheng +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?
    2024/10/17 by Qin Hu, Hu, Qisheng, Wenya Wang +2 · 6 citations
    Economics, Econometrics and Finance · Pharmacology, Toxicology and Pharmaceutics · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Deception detection and forensic psychology #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Law, Economics, and Judicial Systems #Pharmacovigilance and Adverse Drug Reactions
  6. MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
    2025/05/22 by Guo, Weiyang, Li, Jing, Wang, Wenya +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  7. Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement
    2022/10/07 by Hui Liu, Wenya Wang, Liu, Hui +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
  8. Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
    2025/02/23 by Wu, Yin, Long, Quanyu, Li, Jing +2 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Integrating Deep Learning with Logic Fusion for Information Extraction
    2019/12/06 by Wenya Wang, Sinno Jialin Pan, Wang, Wenya +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  10. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
    2024/06/14 by Hui Liu, Liu, Hui, Wenya Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  11. TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
    2024/02/12 by Liu, Hui, Wang, Wenya, Li, Haoru +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    2024/03/25 by Ziyan Wang, Wang, Ziyan, Yingpeng Du +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  13. Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning
    2024/04/11 by Quanyu Long, Long, Quanyu, Yin Wu +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    2025/05/28 by Yifan Lu, Jing Li, Lu, Yifan +16 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  15. Interpretable Multimodal Misinformation Detection with Logic Reasoning
    2023/05/10 by Hui Liu, Liu, Hui, Wenya Wang +3 · 1 citation
    Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Topic Modeling
  16. HODOR: Shrinking Attack Surface on Node.js via System Call Limitation
    2023/06/24 by Wenya Wang, Xingwei Lin, Wang, Wenya +11 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Web Application Security Vulnerabilities
  17. Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning
    2023/11/20 by Quanyu Long, Wenya Wang, Long, Quanyu +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
  18. Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning
    2025/06/01 by Wei Guo, Guo, Weiyang, Zesheng Shi +15 · 3 citations
    Computer Science · Social Sciences · #Digital and Cyber Forensics #Crime Patterns and Interventions #Artificial Intelligence in Law
  19. Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models
    2025/05/18 by K.Z. Tang, Jinhao You, Tang, Kai +14 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #Advanced Image Processing Techniques
  20. Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer
    2020/06/16 by Liang Tao, Wenya Wang, Liang, Tao +3 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Text and Document Classification Technologies
  21. LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit
    2025/08/13 by Lv, Chengtao, Zhang, Bilang, Yong, Yang +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
    2025/06/09 by Hu, Qisheng, Long, Quanyu, Wang, Wenya · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  23. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
    2025/05/15 by Hang Chen, Chen, Hang, Jiayíng Zhu +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  24. From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
    2025/10/21 by Huang, Ziwei, Shu, Ying, Fang, Hao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)