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Xuming Hu

  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. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
    2023/10/11 by Cunxiang Wang, Xiaoze Liu, Wang, Cunxiang +28 · 16 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  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. Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
    2024/10/04 by Xin Zou, Yizhou Wang, Zou, Xin +16 · 15 citations
    Psychology · Computer Science · Arts and Humanities · #Mental Health Research Topics #Data Visualization and Analytics #Mental Health and Psychiatry
  7. A Survey of AIOps in the Era of Large Language Models
    2025/06/23 by Lingzhe Zhang, Tong Jia, Zhang, Lingzhe +18 · 1 voice · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.SE
  8. Rethinking Token-wise Feature Caching: Accelerating Diffusion Transformers with Dual Feature Caching
    2024/12/25 by Chang Zou, Zou, Chang, Zhang, Evelyn +9 · 17 citations
    Computer Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Caching and Content Delivery #Advanced Memory and Neural Computing #DNA and Biological Computing
  9. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 30 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  10. Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
    2024/12/03 by Yunkai Dang, Kaichen Huang, Dang, Yunkai +24 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  11. CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking
    2022/06/06 by Xuming Hu, Zhijiang Guo, Hu, Xuming +9 · 5 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Topic Modeling #Hate Speech and Cyberbullying Detection
  12. Interpretable Contrastive Monte Carlo Tree Search Reasoning
    2024/10/02 by Zitian Gao, Gao, Zitian, Xudong He +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
  13. When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
    2024/02/16 by Yinghui Li, Li, Yinghui, Qingyu Zhou +13 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  14. 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
  15. LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments
    2024/02/26 by Junzhe Chen, Chen, Junzhe, Xuming Hu +11 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  16. Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
    2024/08/18 by Kening Zheng, Junkai Chen, Zheng, Kening +6 · 7 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #Mental Health via Writing #Anomaly Detection Techniques and Applications
  17. Shifting AI Efficiency From Model-Centric to Data-Centric Compression
    2025/05/25 by Xuyang Liu, Liu, Xuyang, Zichen Wen +29 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Topic Modeling
  18. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
    2025/02/18 by Junkai Chen, Chen, Junkai, Zhijie Deng +14 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    2025/02/01 by Yuan Gao, Hao Wu, Gao, Yuan +24 · 11 citations
    Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
  20. MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
    2025/02/16 by Jiahao Huo, Yibo Yan, Huo, Jiahao +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free
    2024/12/31 by Zhang, Evelyn, B.L. Xiao, Jiayi Tang +12 · 7 citations
    Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Optimization and Search Problems
  22. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
    2023/11/15 by Weize Liu, Guocong Li, Liu, Weize +15 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. 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
  24. Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?
    2025/05/17 by Zihao Dongfang, Xu Zheng, Dongfang, Zihao +13 · 10 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation
  25. Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
    2024/10/07 by Guanyu Zhou, Yibo Yan, Zhou, Guanyu +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  26. 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
  27. 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
  28. Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
    2025/05/18 by Shaobo Wang, Wang, Shaobo, Jin, Xiangqi +17 · 8 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
  29. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Zhenheng Tang, Liu, Xiang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
  30. 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
  31. 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
  32. DRUPI: Dataset Reduction Using Privileged Information
    2024/10/02 by Shaobo Wang, Wang, Shaobo, Jiang, Youxin +14 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Time Series Analysis and Forecasting
  33. 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
  34. VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models
    2025/04/23 by Xuming Hu, Hu, Xuming, Hanqian Li +9 · 3 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences
  35. Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis
    2023/05/25 by Xuming Hu, Hu, Xuming, Zhijiang Guo +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. Give Me More Details: Improving Fact-Checking with Latent Retrieval
    2023/05/25 by Xuming Hu, Hu, Xuming, Chen, Junzhe +4 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  37. Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
    2025/05/23 by Junyan Zhang, Zhang, Junyan, Yiming Huang +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  38. UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
    2024/12/16 by Boyang Xue, Xue, Boyang, Fei Mi +15 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
    2025/05/04 by Shuhang Xun, Xun, Shuhang, Jungang Li +23 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning and Data Classification #Semantic Web and Ontologies
  40. NeuGPT: Unified multi-modal Neural GPT
    2024/10/28 by Yiqian Yang, Yiqun Duan, Yang, Yiqian +15 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Imbalanced Data Classification Techniques
  41. HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge
    2025/02/25 by Sirui Huang, H L Li, Huang, Sirui +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
  42. FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
    2025/05/21 by Xiang Liu, Hong Chen, Liu, Xiang +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Speech and dialogue systems
  43. MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
    2024/12/22 by Xu Zheng, Zheng, Xu, Yuanhuiyi Lyu +8 · 2 citations
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  44. Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
    2025/10/03 by Xin Zou, Zou, Xin, Di Lu +13 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  45. Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
    2025/05/20 by Zhipeng Yang, Junzhuo Li, Yang, Zhipeng +5 · 3 citations
    Computer Science · #Big Data and Digital Economy #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  46. LLaSA: Large Language and E-Commerce Shopping Assistant
    2024/08/04 by Shuo Zhang, Boci Peng, Zhang, Shuo +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Service-Oriented Architecture and Web Services
  47. Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
    2024/11/26 by Zheng Xu, Haiwei Xue, Zheng, Xu +15 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Seen, Said, or Forgotten? A Causal Audit of Visual KV Memory Across Dialog Turns
    2026/07/28 by Hong Chen, Kang Chen, Yuxuan Fan +4
    #cs.CV #cs.AI
  49. Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis?
    2026/07/19 by Yubo Gao, Haotian Wu, Xiaoyu Xu +9
    #cs.CL
  50. Reinforcing Egocentric Spatial Perception in Multimodal Large Language Models via Ego Scene Augmentation
    2026/07/16 by Chi Kit Wong, Ye Pan, Yuanhuiyi Lyu +6
    #cs.CV