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Wen, Lijie

  1. A Survey of Text Watermarking in the Era of Large Language Models
    2023/12/13 by Aiwei Liu, Liu, Aiwei, Leyi Pan +15 · 28 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Spam and Phishing Detection
  2. MarkLLM: An Open-Source Toolkit for LLM Watermarking
    2024/05/16 by Leyi Pan, Pan, Leyi, Aiwei Liu +20 · 31 citations
    Computer Science · #Digital Rights Management and Security #Advanced Steganography and Watermarking Techniques
  3. A Semantic Invariant Robust Watermark for Large Language Models
    2023/10/10 by Aiwei Liu, Liu, Aiwei, Leyi Pan +7 · 21 citations
    Computer Science · #68T50 #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7 #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Topic Modeling
  4. A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability
    2023/03/12 by Liu, Aiwei, Hu, Xuming, Wen, Lijie +1 · 10 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  5. An Unforgeable Publicly Verifiable Watermark for Large Language Models
    2023/07/30 by Aiwei Liu, Liu, Aiwei, Leyi Pan +11 · 10 citations
    Computer Science · #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #I.2.7 #Internet Traffic Analysis and Secure E-voting #Topic Modeling
  6. ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary
    2024/03/05 by Li, Yutong, Chen, Lu, Liu, Aiwei +2 · 10 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR)
  7. CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking
    2022/06/06 by Xuming Hu, Hu, Xuming, Zhijiang Guo +9 · 5 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Topic Modeling #Hate Speech and Cyberbullying Detection
  8. TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
    2024/10/06 by Aiwei Liu, Hengrui Bai, Liu, Aiwei +19 · 10 citations
    Computer Science · #68T50 #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #I.2.7
  9. Interpretable Contrastive Monte Carlo Tree Search Reasoning
    2024/10/02 by Zitian Gao, Gao, Zitian, Niu, Boye +12 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Natural Language Processing Techniques #Time Series Analysis and Forecasting
  10. Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph
    2022/08/08 by Aiwei Liu, Liu, Aiwei, Xuming Hu +5 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  11. LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments
    2024/02/26 by Junzhe Chen, Xuming Hu, Chen, Junzhe +11 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  12. Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives
    2024/06/01 by Wu, Xuan, Wang, Di, Wen, Lijie +6 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  13. Do Large Language Models Know about Facts?
    2023/10/08 by Hu, Xuming, Chen, Junzhe, Li, Xiaochuan +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking
    2025/03/06 by Xu, Yijie, Liu, Aiwei, Hu, Xuming +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Semi-supervised Relation Extraction via Incremental Meta Self-Training
    2020/10/06 by Hu, Xuming, Zhang, Chenwei, Ma, Fukun +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
    2024/11/22 by J. Chen, Chen, Junzhe, Tianshu Zhang +11 · 5 citations
    Computer Science · Neuroscience · Medicine · #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #Glioma Diagnosis and Treatment
  17. Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation
    2024/02/19 by Aiwei Liu, Liu, Aiwei, Haoping Bai +13 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  18. Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting Evidence
    2023/05/02 by Hu, Xuming, Hong, Zhaochen, Guo, Zhijiang +2 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  19. Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer
    2023/05/22 by Shuang Li, Xuming Hu, Li, Shuang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction
    2023/10/24 by Shiao Meng, Xuming Hu, Meng, Shiao +11 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  21. Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions
    2024/02/25 by Hu, Xuming, Li, Xiaochuan, Chen, Junzhe +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  22. An Approach for Process Model Extraction By Multi-Grained Text Classification
    2019/05/16 by Qian, Chen, Wen, Lijie, Kumar, Akhil +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction
    2020/04/06 by Hu, Xuming, Zhang, Chenwei, Xu, Yusong +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs
    2024/03/15 by Yiyang Luo, Luo, Yiyang, Ke Lin +6 · 2 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Multimedia (cs.MM)
  25. MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation
    2024/12/10 by Li, Bo, Zhu, Shaolin, Wen, Lijie · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Can Watermarked LLMs be Identified by Users via Crafted Prompts?
    2024/10/04 by Liu, Aiwei, Guan, Sheng, Liu, Yiming +6 · 3 citations
    #68T50 #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7
  27. Graph Neural Network with Curriculum Learning for Imbalanced Node Classification
    2022/02/05 by Li, Xiaohe, Wen, Lijie, Deng, Yawen +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. ROME: Memorization Insights from Text, Logits and Representation
    2024/03/01 by Li, Bo, Zhao, Qinghua, Wen, Lijie · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
    2025/02/17 by Leyi Pan, Pan, Leyi, Aiwei Liu +13 · 4 citations
    Computer Science · Decision Sciences · #Natural Language Processing Techniques #Library Science and Information Systems #Data Quality and Management
  30. Scene Graph Modification as Incremental Structure Expanding
    2022/09/15 by Xuming Hu, Hu, Xuming, Zhijiang Guo +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  31. Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition
    2023/05/12 by Yawen Yang, Yang, Yawen, Xuming Hu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  32. Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction
    2023/10/25 by Hu, Xuming, Chen, Junzhe, Liu, Aiwei +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM)
  33. MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain
    2024/02/13 by Xiaohe Li, Feilong Huang, Li, Xiaohe +11 · 1 citation
    Engineering · #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety
  34. Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
    2025/05/19 by Wu, Xuan, Wang, Di, Wu, Chunguo +4 · 4 citations
    #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  35. Beyond Yes or No: Predictive Compliance Monitoring Approaches for Quantifying the Magnitude of Compliance Violations
    2025/02/03 by Chen, Qian, Rinderle-Ma, Stefanie, Wen, Lijie · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)