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Luo, Xufang

  1. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
    2023/10/10 by Huiqiang Jiang, Jiang, Huiqiang, Qianhui Wu +11 · 58 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  2. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
    2024/07/02 by Huiqiang Jiang, Yucheng Li, Jiang, Huiqiang +21 · 71 citations
    Engineering · Medicine · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
  3. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
    2024/03/19 by Zhuoshi Pan, Qianhui Wu, Pan, Zhuoshi +23 · 45 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  4. Adaptive Policy Learning for Offline-to-Online Reinforcement Learning
    2023/03/14 by Zheng, Han, Luo, Xufang, Wei, Pengfei +3 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. On Memory Construction and Retrieval for Personalized Conversational Agents
    2025/02/08 by Zhuoshi Pan, Qianhui Wu, Pan, Zhuoshi +19 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
  6. LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
    2024/11/07 by Weiquan Huang, Aoqi Wu, Huang, Weiquan +21 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  7. VisRL: Intention-Driven Visual Perception via Reinforced Reasoning
    2025/03/10 by Chen, Zhangquan, Luo, Xufang, Li, Dongsheng · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10
  8. Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
    2025/01/16 by Yang, Zhihe, Luo, Xufang, Han, Dongqi +2 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Agent Lightning: Train ANY AI Agents with Reinforcement Learning
    2025/08/05 by Luo, Xufang, Zhang, Yuge, He, Zhiyuan +5 · 1 voice · 17 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
    2024/06/04 by Yijiong Yu, Huiqiang Jiang, Yu, Yijiong +15 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  11. Designing Network Algorithms via Large Language Models
    2024/04/02 by Zhiyuan He, He, Zhiyuan, Aashish Gottipati +11 · 5 citations
    Computer Science · #Video Analysis and Summarization #Text and Document Classification Technologies #Internet Traffic Analysis and Secure E-voting
  12. SCBench: A KV Cache-Centric Analysis of Long-Context Methods
    2024/12/13 by Li, Yucheng, Jiang, Huiqiang, Wu, Qianhui +8 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
    2022/02/17 by Che Wang, Wang, Che, Xufang Luo +5 · 3 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Tactile and Sensory Interactions
  14. Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
    2022/05/19 by Yang, Zhengyu, Ren, Kan, Luo, Xufang +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Bootstrapped Transformer for Offline Reinforcement Learning
    2022/06/17 by Kerong Wang, Hanye Zhao, Wang, Kerong +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics #Robotics (cs.RO) #Software Engineering Research
  16. MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
    2025/04/22 by Yucheng Li, Li, Yucheng, Huiqiang Jiang +19 · 12 citations
    Computer Science · Engineering · Medicine · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
  17. Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
    2025/05/19 by Yang, Zhihe, Luo, Xufang, Wang, Zilong +4 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation
    2024/04/01 by Zilong Wang, Wang, Zilong, Xufang Luo +7 · 3 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Radiomics and Machine Learning in Medical Imaging #Biomedical Text Mining and Ontologies
  19. Unified Medical Image Pre-training in Language-Guided Common Semantic Space
    2023/11/24 by Xiaoxuan He, Yifan Yang, He, Xiaoxuan +15 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  20. Think with 3D: Geometric Imagination Grounded Spatial Reasoning from Limited Views
    2025/10/21 by Zhangquan Chen, Mengfang Zhang, Chen, Zhangquan +16 · 7 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Constraint Satisfaction and Optimization
  21. AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine
    2023/11/24 by Lian, Jie, Luo, Xufang, Shan, Caihua +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning
    2024/02/27 by Shentong Mo, Yansen Wang, Mo, Shentong +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications