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Hu, Xuming

  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. 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
  6. 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
  7. 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
  8. 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
  9. LLM Agents for Education: Advances and Applications
    2025/03/14 by Chu, Zhendong, Wang, Shen, Xie, Jian +8 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  10. 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
  11. 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
  12. Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
    2024/12/03 by Yunkai Dang, Dang, Yunkai, Kaichen Huang +24 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  13. 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
  14. A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
    2024/12/16 by Yan, Yibo, Su, Jiamin, He, Jianxiang +7 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. 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
  16. When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
    2024/02/16 by Yinghui Li, Qingyu Zhou, Li, Yinghui +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
  17. Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph
    2022/08/08 by Aiwei Liu, Xuming Hu, Liu, Aiwei +5 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  18. MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
    2024/06/17 by Huo, Jiahao, Yan, Yibo, Hu, Boren +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. 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
  20. A Survey of AIOps for Failure Management in the Era of Large Language Models
    2024/06/17 by Lingzhe Zhang, Tong Jia, Zhang, Lingzhe +13 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  21. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    2024/10/06 by Yan, Yibo, Wang, Shen, Huo, Jiahao +13 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. 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
  23. Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
    2025/03/23 by Zheng, Xu, Weng, Ziqiao, Lyu, Yuanhuiyi +7 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. 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
  25. Shifting AI Efficiency From Model-Centric to Data-Centric Compression
    2025/05/25 by Xuyang Liu, Zichen Wen, Liu, Xuyang +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
  26. 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
  27. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    2025/02/01 by Yuan Gao, Gao, Yuan, Hao Wu +24 · 11 citations
    Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
  28. MAD: Multi-Alignment MEG-to-Text Decoding
    2024/06/03 by Yang, Yiqian, Jo, Hyejeong, Duan, Yiqun +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
    2025/02/16 by Jiahao Huo, Huo, Jiahao, Yibo Yan +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  30. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
    2025/02/01 by Liu, Xiang, Tang, Zhenheng, Dong, Peijie +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
    2025/03/23 by Yan, Yibo, Wang, Shen, Huo, Jiahao +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. 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)
  33. 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
  34. MLLMs are Deeply Affected by Modality Bias
    2025/05/24 by Zheng, Xu, Liao, Chenfei, Fu, Yuqian +15 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  35. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
    2023/11/15 by Weize Liu, Liu, Weize, Guocong Li +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
  36. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
    2025/02/05 by Yan, Yibo, Wang, Shen, Huo, Jiahao +7 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. 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)
  38. 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
  39. 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
  40. Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
    2024/10/07 by Guanyu Zhou, Zhou, Guanyu, Yibo Yan +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
  41. 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
  42. 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
  43. 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
  44. 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)
  45. 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
  46. OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
    2025/03/10 by Zhong, Ding, Zheng, Xu, Liao, Chenfei +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. 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
  48. A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models
    2025/08/12 by Zhang, Lingzhe, Fang, Liancheng, Duan, Chiming +8 · 12 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #I.2.7 #Parallel #and Cluster Computing (cs.DC)
  49. LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching
    2025/03/16 by Yan, Feihong, Wei, Qingyan, Tang, Jiayi +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar
    2024/03/19 by Runwei Guan, Liye Jia, Guan, Runwei +17 · 2 citations
    Engineering · Environmental Science · #Maritime Navigation and Safety #Automated Road and Building Extraction #Remote Sensing and LiDAR Applications
  51. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Liu, Xiang, Zhenheng Tang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
  52. 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
  53. 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)
  54. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
    2025/02/17 by Su, Jiamin, Yan, Yibo, Fu, Fangteng +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
    2025/03/24 by Liao, Chenfei, Lei, Kaiyu, Zheng, Xu +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. LongGenBench: Long-context Generation Benchmark
    2024/10/05 by Liu, Xiang, Dong, Peijie, Hu, Xuming +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. 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
  58. 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
  59. 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
  60. CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality
    2025/04/24 by Zhang, Junyan, Liu, Shuliang, Liu, Aiwei +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  61. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    2024/02/18 by Li, Yinghui, Qin, Shang, Huang, Haojing +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  62. 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
  63. VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models
    2025/04/23 by Xuming Hu, Hanqian Li, Hu, Xuming +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
  64. Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis
    2023/05/25 by Xuming Hu, Zhijiang Guo, Hu, Xuming +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
  65. Give Me More Details: Improving Fact-Checking with Latent Retrieval
    2023/05/25 by Xuming Hu, Hu, Xuming, Zhijiang Guo +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
  66. 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
  67. 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
  68. 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
  69. 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)
  70. NeuGPT: Unified multi-modal Neural GPT
    2024/10/28 by Yiqian Yang, Yang, Yiqian, Yiqun Duan +15 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Imbalanced Data Classification Techniques
  71. 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
  72. 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
  73. MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
    2024/12/22 by Xu Zheng, Yuanhuiyi Lyu, Zheng, Xu +8 · 2 citations
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  74. 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
  75. Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
    2024/11/05 by Dang, Yunkai, Gao, Mengxi, Yan, Yibo +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Video Signature: Implicit Watermarking for Video Diffusion Models
    2025/05/31 by Huang, Yu, Chen, Junhao, Liu, Shuliang +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  77. Multi-view Hypergraph-based Contrastive Learning Model for Cold-Start Micro-video Recommendation
    2024/09/15 by Lyu, Sisuo, Zhou, Xiuze, Hu, Xuming · 1 citation
    #FOS: Computer and information sciences #Multimedia (cs.MM)
  78. Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
    2025/05/20 by Zhipeng Yang, Yang, Zhipeng, Junzhuo Li +5 · 3 citations
    Computer Science · #Big Data and Digital Economy #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  79. LLaSA: Large Language and E-Commerce Shopping Assistant
    2024/08/04 by Shuo Zhang, Zhang, Shuo, Boci Peng +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
  80. Building a Stable Planner: An Extended Finite State Machine Based Planning Module for Mobile GUI Agent
    2025/05/20 by Fanglin Mo, Mo, Fanglin, Chen, Junzhe +3 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #H.5.2 #I.2.11 #Robotic Path Planning Algorithms #Social Robot Interaction and HRI
  81. CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring
    2025/05/20 by Su, Jiamin, Yan, Yibo, Gao, Zhuoran +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  82. SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context
    2024/11/25 by Li, Jungang, Tao, Sicheng, Yan, Yibo +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  83. PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
    2025/09/25 by Huo, Jiahao, Liu, Shuliang, Wang, Bin +5 · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  84. 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
  85. Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
    2025/02/20 by Gu, Yanggan, Li, Junzhuo, Huang, Sirui +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  86. Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
    2025/07/04 by Wang, Yizhou, Mao, Song, Chen, Yang +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  87. MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
    2025/03/09 by Liao, Chenfei, Zheng, Xu, Lyu, Yuanhuiyi +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences