Wenya Wang

1. Backdoor Attacks on Dense Retrieval via Public and Unintentional Triggers
   2024/02/21 by Quanyu Long, Long, Quanyu, Yue Deng +7 · 8 citations
   Computer Science · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Spam and Phishing Detection
2. Training Language Models to Generate Text with Citations via Fine-grained Rewards
   2024/02/06 by Chengyu Huang, C. F. Huang, Zeqiu Wu +6 · 1 voice · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
3. 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
4. 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
5. Integrating Deep Learning with Logic Fusion for Information Extraction
   2019/12/06 by Wenya Wang, Wang, Wenya, Sinno Jialin Pan +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
6. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
   2024/06/14 by Hui Liu, Wenya Wang, Liu, Hui +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
7. 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
8. 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, Yin Wu, Long, Quanyu +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
9. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
   2025/05/28 by Yifan Lu, Lu, Yifan, Jing Li +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
10. 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
11. HODOR: Shrinking Attack Surface on Node.js via System Call Limitation
    2023/06/24 by Wenya Wang, Wang, Wenya, Xingwei Lin +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
12. 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
13. Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning
    2025/06/01 by Wei Guo, Zesheng Shi, Guo, Weiyang +15 · 3 citations
    Computer Science · Social Sciences · #Digital and Cyber Forensics #Crime Patterns and Interventions #Artificial Intelligence in Law
14. Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer
    2020/06/16 by Liang Tao, Liang, Tao, Wenya Wang +3 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Text and Document Classification Technologies
15. 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