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Xu, Tong

  1. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    2024/05/31 by Chaoyou Fu, Fu, Chaoyou, Yuhan Dai +35 · 318 citations
    Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  2. MemOS: A Memory OS for AI System
    2025/07/04 by Zhiyu Li, Chunyan Xi, Li, Zhiyu +79 · 3 voices · 24 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #Robotics and Automated Systems #cs.CL
  3. Large Language Models for Generative Information Extraction: A Survey
    2023/12/29 by Xu, Derong, Chen, Wei, Peng, Wenjun +7 · 37 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. NoteLLM-2: Multimodal Large Representation Models for Recommendation
    2024/05/27 by Zhang, Chao, Zhang, Haoxin, Wu, Shiwei +6 · 20 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  5. Large Language Model based Long-tail Query Rewriting in Taobao Search
    2023/11/07 by Wenjun Peng, Guiyang Li, Peng, Wenjun +13 · 14 citations
    Computer Science · Decision Sciences · #Caching and Content Delivery #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  6. Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark
    2023/05/17 by Peng, Wenjun, Yi, Jingwei, Wu, Fangzhao +7 · 8 citations
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  7. GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction
    2021/09/24 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +2 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
    2024/08/29 by Wu, Shiwei, Chen, Joya, Lin, Kevin Qinghong +7 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    2024/12/24 by Xu, Derong, Li, Xinhang, Ziheng Zhang +15 · 13 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  10. NoteLLM: A Retrievable Large Language Model for Note Recommendation
    2024/03/04 by Chao Zhang, Shiwei Wu, Zhang, Chao +11 · 7 citations
    Computer Science · #Handwritten Text Recognition Techniques #Text and Document Classification Technologies #Advanced Text Analysis Techniques
  11. Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity
    2021/07/21 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +6 · 4 citations
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  12. CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
    2024/01/30 by Yuanjie Lyu, Zhiyu Li, Lyu, Yuanjie +17 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. AutoField: Automating Feature Selection in Deep Recommender Systems
    2022/04/19 by Wang, Yejing, Zhao, Xiangyu, Xu, Tong +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  14. Multi-Grained Multimodal Interaction Network for Entity Linking
    2023/07/19 by Luo, Pengfei, Xu, Tong, Wu, Shiwei +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Sliding Window Attention Training for Efficient Large Language Models
    2025/02/26 by Fu, Zichuan, Song, Wentao, Wang, Yejing +7 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. In-Context Former: Lightning-fast Compressing Context for Large Language Model
    2024/06/19 by Xiangfeng Wang, Wang, Xiangfeng, Zaiyi Chen +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  17. PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain
    2024/09/04 by Xiaoyi Cai, James Queeney, Cai, Xiaoyi +19 · 5 citations
    Engineering · Environmental Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Landslides and related hazards #Machine Learning (cs.LG) #Mineral Processing and Grinding #Robotics (cs.RO) #Soil and Unsaturated Flow #Systems and Control (eess.SY) #electronic engineering #information engineering
  18. FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
    2022/06/07 by Qi, Tao, Wu, Fangzhao, Wu, Chuhan +5 · 2 citations
    #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    2024/02/28 by Xu, Derong, Zhang, Ziheng, Zhu, Zhihong +9 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
    2025/11/07 by Chao Zhang, Zhang, Chao, Yuhao Wang +21 · 1 voice · 2 citations
    #cs.IR #cs.AI
  21. DynLLM: When Large Language Models Meet Dynamic Graph Recommendation
    2024/05/13 by Zhao, Ziwei, Lin, Fake, Zhu, Xi +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  22. BATT: Backdoor Attack with Transformation-based Triggers
    2022/11/02 by Tong Xu, Xu, Tong, Yiming Li +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. An Atomic Skill Library Construction Method for Data-Efficient Embodied Manipulation
    2025/01/25 by Dongjiang Li, Li, Dongjiang, Xiaozhong Peng +25 · 4 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Robot Manipulation and Learning #Robotics (cs.RO)
  24. Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
    2024/03/04 by Derong Xu, Xu, Derong, Ziheng Zhang +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  25. Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
    2024/01/18 by Du, Yichao, Zhang, Zhirui, Yue, Linan +5 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  26. Integrating Graph Contextualized Knowledge into Pre-trained Language Models
    2019/11/30 by He, Bin, Zhou, Di, Xiao, Jinghui +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems
    2024/06/06 by Zhang, Sheng, Wang, Maolin, Wang, Wanyu +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  28. Foreground-Background Imbalance Problem in Deep Object Detectors: A Review
    2020/06/16 by Chen, Joya, Wu, Qi, Liu, Dong +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Drug Package Recommendation via Interaction-aware Graph Induction
    2021/02/06 by Zhi Zheng, Chao Wang, Zheng, Zhi +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques
  30. Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
    2024/06/21 by Yuanjie Lyu, Zihan Niu, Lyu, Yuanjie +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  31. VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction
    2021/12/08 by Dan Li, Yang Yang, Li, Dan +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
    2025/05/26 by Derong Xu, Xu, Derong, Yi Wen +17 · 5 citations
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  33. ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
    2025/03/13 by Pengfei Luo, Jingbo Zhou, Luo, Pengfei +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  34. AU-aware graph convolutional network for Macro- and Micro-expression spotting
    2023/03/16 by Yin, Shukang, Wu, Shiwei, Xu, Tong +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Simple and Scalable Nearest Neighbor Machine Translation
    2023/02/23 by Dai, Yuhan, Zhang, Zhirui, Liu, Qiuzhi +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. ComplexVCoder: An LLM-Driven Framework for Systematic Generation of Complex Verilog Code
    2025/04/29 by Zuo, Jian, Liu, Junzhe, Wang, Xianyong +7 · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Software Engineering (cs.SE) #Systems and Control (eess.SY) #electronic engineering #information engineering
  37. Multi-Temporal Relationship Inference in Urban Areas
    2023/06/15 by Li, Shuangli, Zhou, Jingbo, Liu, Ji +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs
    2025/09/12 by Yuanjie Lyu, Chengyu Wang, Lyu, Yuanjie +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  39. Reinforcement Learning for Wheeled Mobility on Vertically Challenging Terrain
    2024/09/04 by Xu, Tong, Pan, Chenhui, Xiao, Xuesu · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  40. VertiSelector: Automatic Curriculum Learning for Wheeled Mobility on Vertically Challenging Terrain
    2024/09/26 by Tong Xu, Xu, Tong, Chenhui Pan +3 · 1 citation
    Engineering · #Robotics and Automated Systems
  41. Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents
    2024/10/01 by Wu, Shiwei, Zhang, Chen, Gao, Yan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
    2024/06/23 by Zhu, Junyi, Liu, Shuochen, Yu, Yu +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
    2025/07/03 by Wang, Xiangfeng, Li, Xiao, Wei, Yadong +8 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Bind-Your-Avatar: Multi-Talking-Character Video Generation with Dynamic 3D-mask-based Embedding Router
    2025/06/24 by Weiqiang Wang, Huang, Yubo, Sirui Zhao +8 · 3 citations
    Engineering · Computer Science · #Human Motion and Animation #Video Analysis and Summarization #Artificial Intelligence in Games
  45. Efficient Inference of Spatially-varying Gaussian Markov Random Fields with Applications in Gene Regulatory Networks
    2022/06/21 by Ravikumar, Visweswaran, Xu, Tong, Al-Holou, Wajd N. +2 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
  46. Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks
    2025/02/16 by Yuanjie Lyu, Chao Zhang, Lyu, Yuanjie +7 · 1 citation
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications