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Ning, Xuefei

  1. FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
    2025/06/23 by Kaiyi Huang, Yukun Huang, Huang, Kaiyi +15 · 5 voices · 11 citations
    #cs.CV
  2. Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
    2023/07/28 by Ning, Xuefei, Lin, Zinan, Zhou, Zixuan +3 · 32 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. A Survey on Efficient Inference for Large Language Models
    2024/04/22 by Zixuan Zhou, Zhou, Zixuan, Xuefei Ning +27 · 40 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  4. Evaluating Quantized Large Language Models
    2024/02/28 by Shiyao Li, Li, Shiyao, Xuefei Ning +15 · 1 voice · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  5. DiTFastAttn: Attention Compression for Diffusion Transformer Models
    2024/06/12 by Zhihang Yuan, Yuan, Zhihang, Hanling Zhang +15 · 32 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  6. Machine Learning for Electronic Design Automation: A Survey
    2021/01/10 by Guyue Huang, Huang, Guyue, Jingbo Hu +29 · 9 citations
    Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Signal Processing (eess.SP) #Systems and Control (eess.SY) #VLSI and FPGA Design Techniques #electronic engineering #information engineering
  7. ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
    2024/06/04 by Tianchen Zhao, Tongcheng Fang, Zhao, Tianchen +21 · 18 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing
  8. FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning
    2021/03/24 by Minxue Tang, Xuefei Ning, Tang, Minxue +11 · 8 citations
    Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence in Healthcare #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  9. FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs
    2024/01/08 by Shulin Zeng, Jun Liu, Zeng, Shulin +31 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  10. Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
    2024/10/02 by Yao Teng, Teng, Yao, Han Shi +13 · 19 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  11. Mixture of Attention Spans: Optimizing LLM Inference Efficiency with Heterogeneous Sliding-Window Lengths
    2024/06/21 by Tianyu Fu, Haofeng Huang, Fu, Tianyu +23 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  12. LV-Eval: A Balanced Long-Context Benchmark with 5 Length Levels Up to 256K
    2024/02/06 by Yuan, Tao, Ning, Xuefei, Zhou, Dong +10 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
    2024/07/01 by Enshu Liu, Liu, Enshu, Junyi Zhu +15 · 12 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  14. Physical Adversarial Attack on Vehicle Detector in the Carla Simulator
    2020/07/31 by Tong Wu, Wu, Tong, Xuefei Ning +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  15. DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
    2024/05/23 by Yao Teng, Yue Wu, Teng, Yao +13 · 10 citations
    Computer Science · #Medical Image Segmentation Techniques #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  16. FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models
    2024/12/30 by Fu, Tianyu, Liu, Tengxuan, Han, Qinghao +5 · 12 citations
    #68T45 #68T50 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.7
  17. OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models
    2023/06/15 by Enshu Liu, Xuefei Ning, Liu, Enshu +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  18. MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
    2024/05/28 by Tianchen Zhao, Zhao, Tianchen, Xuefei Ning +15 · 7 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging
  19. Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
    2023/02/11 by Zifu Wang, Wang, Zifu, Ning, Xuefei +1 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
  20. MBQ: Modality-Balanced Quantization for Large Vision-Language Models
    2024/12/27 by Shiyao Li, Li, Shiyao, Yingchun Hu +22 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching
    2024/12/22 by Enshu Liu, Liu, Enshu, Xuefei Ning +5 · 8 citations
    Engineering · #Reservoir Engineering and Simulation Methods
  22. DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
    2020/04/05 by Xuefei Ning, Ning, Xuefei, Tianchen Zhao +9 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  23. Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free
    2024/12/31 by B.L. Xiao, Zhang, Evelyn, Jiayi Tang +12 · 8 citations
    Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Optimization and Search Problems
  24. Evaluating Efficient Performance Estimators of Neural Architectures
    2020/08/07 by Xuefei Ning, Ning, Xuefei, Changcheng Tang +11 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science
  25. LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization
    2024/11/26 by Rui Xie, Tianchen Zhao, Xie, Rui +13 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  26. GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
    2024/12/05 by Huang, Kaiyi, Huang, Yukun, Ning, Xuefei +6 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Video Analysis and Summarization
  27. Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks
    2018/05/14 by Li, Wenshuo, Yu, Jincheng, Ning, Xuefei +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  28. Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
    2024/06/20 by Ning, Xuefei, Wang, Zifu, Li, Shiyao +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Exploring the Potential of Low-bit Training of Convolutional Neural Networks
    2020/06/04 by Kai Zhong, Zhong, Kai, Xuefei Ning +13 · 1 citation
    Computer Science · Mathematics · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
  30. BoolNet: Minimizing The Energy Consumption of Binary Neural Networks
    2021/06/13 by Guo, Nianhui, Bethge, Joseph, Yang, Haojin +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models
    2024/03/25 by Lin Zhao, Zhao, Lin, Tianchen Zhao +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  32. Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
    2023/02/02 by Zhao, Junbo, Ning, Xuefei, Liu, Enshu +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
    2024/10/09 by Qianli Ma, Ma, Qianli, Xuefei Ning +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  34. THInImg: Cross-modal Steganography for Presenting Talking Heads in Images
    2023/11/28 by Lin Zhao, Hongxuan Li, Zhao, Lin +5 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
  35. A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
    2023/12/12 by Liu, Enshu, Ning, Xuefei, Yang, Huazhong +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences