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Wang, Chenguang

  1. Humanity's Last Exam
    2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 103 citations
    #cs.LG #cs.AI #cs.CL
  2. Agent Instructs Large Language Models to be General Zero-Shot Reasoners
    2023/10/05 by Nicholas Crispino, Kyle Montgomery, Crispino, Nicholas +7 · 2 voices · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  3. JudgeBench: A Benchmark for Evaluating LLM-based Judges
    2024/10/16 by Siyuan Zhuang, Tan, Sijun, Zhuang, Siyuan +11 · 61 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations #Legal Systems and Judicial Processes #Machine Learning (cs.LG)
  4. Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
    2021/12/05 by He, Xuanli, Xu, Qiongkai, Lyu, Lingjuan +2 · 7 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  5. Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models
    2022/10/18 by Zhiyuan Zhang, Zhang, Zhiyuan, Lingjuan Lyu +7 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  6. Language Models are Open Knowledge Graphs
    2020/10/22 by Chenguang Wang, Wang, Chenguang, Xiao Liu +3 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  7. Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study
    2023/09/29 by Myeongseob Ko, Ming Jin, Ko, Myeongseob +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  8. AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents
    2025/05/09 by Wang, Zhun, Vincent Siu, Zhe Ye +14 · 11 citations
    Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing
  9. ASP: Learn a Universal Neural Solver!
    2023/03/01 by Chenguang Wang, Zhouliang Yu, Wang, Chenguang +7 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
  10. Towards Visual Text Grounding of Multimodal Large Language Model
    2025/04/07 by Li, Ming, Zhang, Ruiyi, Chen, Jian +7 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. DeepStruct: Pretraining of Language Models for Structure Prediction
    2022/05/21 by Chenguang Wang, Xiao Liu, Wang, Chenguang +9 · 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 #Text Readability and Simplification #Topic Modeling
  12. Benchmarking Language Models for Code Syntax Understanding
    2022/10/26 by Shen, Da, Chen, Xinyun, Wang, Chenguang +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Measuring Social Norms of Large Language Models
    2024/04/03 by Ye Yuan, Yuan, Ye, Kexin Tang +7 · 3 citations
    Social Sciences · #Computational and Text Analysis Methods
  14. Efficient Training of Multi-task Neural Solver for Combinatorial Optimization
    2023/05/10 by Wang, Chenguang, Fu, Zhang-Hua, Lu, Pinyan +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
    2025/02/24 by Chen, Ruxiao, Wang, Chenguang, Sun, Yuran +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization
    2021/03/24 by Wang, Chenguang, Liu, Ziwen · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  17. Zero-Shot Information Extraction as a Unified Text-to-Triple Translation
    2021/09/23 by Wang, Chenguang, Liu, Xiao, Chen, Zui +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. An Efficient and Explainable Transformer-Based Few-Shot Learning for Modeling Electricity Consumption Profiles Across Thousands of Domains
    2024/08/15 by Xia, Weijie, Peng, Gao, Wang, Chenguang +3 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
    2024/11/15 by Jianhong Tu, Zheng Ni, Tu, Jianhong +19 · 2 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques
  20. RuleR: Improving LLM Controllability by Rule-based Data Recycling
    2024/06/22 by Li, Ming, Chen, Han, Wang, Chenguang +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models
    2023/12/04 by Wang, Chenguang, Engler, Davis, Li, Xuechun +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Preference Poisoning Attacks on Reward Model Learning
    2024/02/02 by Junlin Wu, Jiongxiao Wang, Wu, Junlin +9 · 1 citation
    Pharmacology, Toxicology and Pharmaceutics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacovigilance and Adverse Drug Reactions
  23. Towards Principled Task Grouping for Multi-Task Learning
    2024/02/23 by Wang, Chenguang, Pan, Xuanhao, Yu, Tianshu · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. COSMIC: Generalized Refusal Direction Identification in LLM Activations
    2025/05/30 by Siu, Vincent, Nicholas Crispino, Crispino, Nicholas +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Natural Language Processing Techniques #Speech Recognition and Synthesis
  25. Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory
    2024/02/23 by Zhao, Weichen, Wang, Chenguang, Wang, Xinyan +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. RakutenAI-7B: Extending Large Language Models for Japanese
    2024/03/21 by Rakuten Group, Levine, Aaron, Huang, Connie +27 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models
    2025/06/28 by Chen, Jian, Ma, Wenye, Liu, Penghang +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning
    2024/07/05 by Pasewark, Eric, Montgomery, Kyle, Duan, Kefei +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery
    2023/10/02 by Wang, Chenguang, Liu, Yepeng, Zhang, Xiaojian +6 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #electronic engineering #information engineering
  30. Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers
    2024/11/14 by Pan, Xuanhao, Wang, Chenguang, Ying, Chaolong +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
    2024/05/22 by Li, Ming, Chen, Pei, Wang, Chenguang +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding
    2025/08/10 by Chen, Jian, Li, Ming, Kil, Jihyung +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences