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Xing Sun

  1. TransMLA: Multi-Head Latent Attention Is All You Need
    2025/02/11 by Fanxu Meng, Pingzhi Tang, Meng, Fanxu +9 · 10 voices · 11 citations
    Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
  2. Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
    2021/08/03 by Yifan Xu, Zhijie Zhang, Xu, Yifan +15 · 26 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing
  3. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    2025/01/03 by Chaoyou Fu, Haojia Lin, Fu, Chaoyou +27 · 73 citations
    Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Neural Networks and Applications #Sound (cs.SD) #electronic engineering #information engineering
  4. Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
    2024/11/01 by Xiong Wang, Yangze Li, Wang, Xiong +13 · 58 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  5. VITA: Towards Open-Source Interactive Omni Multimodal LLM
    2024/08/09 by Chaoyou Fu, Haojia Lin, Fu, Chaoyou +30 · 44 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  6. MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
    2023/08/16 by Junru Lu, Lu, Junru, Siyu An +13 · 23 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Aligning and Prompting Everything All at Once for Universal Visual Perception
    2023/12/04 by Yunhang Shen, Chaoyou Fu, Shen, Yunhang +15 · 22 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
    2024/04/24 by Timin Gao, Gao, Timin, Peixian Chen +19 · 23 citations
    Computer Science · Psychology · #Semantic Web and Ontologies #Speech and dialogue systems #Language, Metaphor, and Cognition
  9. Training-Free Group Relative Policy Optimization
    2025/10/09 by Yusong Cai, Yuzheng Cai, Siqi Cai +25 · 3 voices · 7 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  10. MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
    2024/11/22 by Chaoyou Fu, Yifan Zhang, Fu, Chaoyou +21 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  11. SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger
    2023/03/30 by Yuting Gao, Gao, Yuting, Jinfeng Liu +13 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  12. Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
    2021/04/21 by Gang Xu, Xu, Gang, Jun Xu +9 · 7 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  13. Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
    2021/01/08 by Chenyang Gao, Guanyu Cai, Gao, Chenyang +15 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
  14. Pruning Filter in Filter
    2020/09/30 by Fan‐Xu Meng, Meng, Fanxu, Hao Cheng +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  15. Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
    2025/02/07 by Yi Shen, Shen, Yunhang, Chaoyou Fu +26 · 16 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  16. Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence
    2024/06/16 by Junru Lu, Lu, Junru, Jiazheng Li +11 · 9 citations
    Computer Science · #Blind Source Separation Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Face and Expression Recognition #Neural Networks and Applications
  17. HRVDA: High-Resolution Visual Document Assistant
    2024/04/10 by Chaohu Liu, Kun Yin, Liu, Chaohu +15 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  18. Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion
    2020/09/12 by Jinpeng Wang, Wang, Jinpeng, Yuting Gao +13 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  19. Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
    2024/08/04 by Yulei Qin, Qin, Yulei, Yuncheng Yang +17 · 8 citations
    Computer Science · #Natural Language Processing Techniques
  20. RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following
    2025/02/17 by Jian Lü, Lu, Junru, Jiazheng Li +13 · 9 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender and Technology in Education #Teaching and Learning Programming
  21. MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples
    2023/12/11 by Tao Chen, Chen, Tao, Enwei Zhang +12 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  22. AS-MLP: An Axial Shifted MLP Architecture for Vision
    2021/07/18 by Dongze Lian, Zehao Yu, Lian, Dongze +5 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  23. VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model
    2025/05/06 by Zuwei Long, Long, Zuwei, Yunhang Shen +24 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  24. Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
    2023/03/16 by Hao Liu, Xin Li, Liu, Hao +13 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  25. ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images
    2023/06/05 by Wenwen Yu, Chengquan Zhang, Yu, Wenwen +51 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  26. Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians
    2020/08/16 by Shizhen Zhao, Changxin Gao, Zhao, Shizhen +17 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  27. GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation
    2025/06/03 by Yilin Xiao, Xiao, Yilin, Junnan Dong +13 · 9 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  28. FlowAgent: Achieving Compliance and Flexibility for Workflow Agents
    2025/02/20 by Yuchen Shi, Shi, Yuchen, Cai, Siqi +14 · 4 citations
    Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Scientific Computing and Data Management
  29. Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts
    2025/04/07 by Yifei Yu, Qianwen Zhang, Yu, Yifei +17 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  30. Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval
    2023/08/08 by Yunquan Zhu, Xinkai Gao, Zhu, Yunquan +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  31. NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination
    2020/07/27 by Penghao Zhou, Zhou, Penghao, Chong Zhou +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  32. DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
    2021/04/19 by Yuting Gao, Jiaxin Zhuang, Gao, Yuting +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  33. Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query
    2021/03/02 by Guanyu Cai, Jun Zhang, Cai, Guanyu +17 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Information Retrieval and Search Behavior
  34. FinVerse: An Autonomous Agent System for Versatile Financial Analysis
    2024/06/10 by Siyu An, Qin Li, An, Siyu +7 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #and Science (cs.CE)
  35. Training-free Transformer Architecture Search
    2022/03/23 by Qinqin Zhou, Kekai Sheng, Zhou, Qinqin +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
  36. VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
    2024/06/14 by Chenyu Zhou, Zhou, Chenyu, Mengdan Zhang +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling
  37. Co-Salient Object Detection with Co-Representation Purification
    2023/03/14 by Ziyue Zhu, Zhao Zhang, Zhu, Ziyue +7 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection
  38. D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation
    2023/08/08 by Hanjun Li, Li, Hanjun, Xiujun Shu +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  39. FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema
    2024/02/19 by Junru Lu, Lu, Junru, Siyu An +9 · 1 citation
    Computer Science · #Numerical Methods and Algorithms #Intelligent Tutoring Systems and Adaptive Learning #Teaching and Learning Programming
  40. Multimodal Label Relevance Ranking via Reinforcement Learning
    2024/07/18 by Taian Guo, Taolin Zhang, Guo, Taian +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  41. VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation
    2025/10/10 by Dong, Shaoqi, Chaoyou Fu, Fu, Chaoyou +26 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robot Manipulation and Learning
  42. Streaming Video Instruction Tuning
    2025/12/24 by Jiaer Xia, Peixian Chen, Xia, Jiaer +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  43. STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs
    2026/07/19 by Ye Wang, Hongjun Wang, Hao Fang +7
    #cs.CV
  44. Thinking in Video: Can Video Generators Really Reason About the Real World?
    2026/07/20 by Yongheng Zhang, Guang Yang, Ruihan Hou +12
    #cs.CV #cs.AI #cs.CL
  45. Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction
    2026/07/23 by Tencent WorkBuddy Bench Team, Siqi Cai, Shaopeng Chen +35
    #cs.CL #cs.SE
  46. TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning
    2026/07/16 by Mingze Xu, Yinghui Li, Jiayi Kuang +5
    #cs.AI