Xuefei Ning
- 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
- A Survey on Efficient Inference for Large Language Models
2024/04/22 by Zixuan Zhou, Xuefei Ning, Zhou, Zixuan +27 · 36 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- DiTFastAttn: Attention Compression for Diffusion Transformer Models
2024/06/12 by Zhihang Yuan, Hanling Zhang, Yuan, Zhihang +15 · 29 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
2024/06/04 by Tianchen Zhao, Zhao, Tianchen, Tongcheng Fang +21 · 16 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
- 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)
- Machine Learning for Electronic Design Automation: A Survey
2021/01/10 by Guyue Huang, Jingbo Hu, Huang, Guyue +29 · 7 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
- FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs
2024/01/08 by Shulin Zeng, Jun Liu, Zeng, Shulin +31 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- 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
- Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
2024/10/02 by Yao Teng, Teng, Yao, Han Shi +13 · 17 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
- 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
- Evaluating Quantized Large Language Models
2024/02/28 by Shiyao Li, Li, Shiyao, Xuefei Ning +14 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
2024/05/23 by Yao Teng, Yue Wu, Teng, Yao +13 · 9 citations
Computer Science · #Medical Image Segmentation Techniques #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models
2023/06/15 by Enshu Liu, Liu, Enshu, Xuefei Ning +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)
- 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
- Physical Adversarial Attack on Vehicle Detector in the Carla Simulator
2020/07/31 by Tong Wu, Xuefei Ning, Wu, Tong +9 · 3 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
- MBQ: Modality-Balanced Quantization for Large Vision-Language Models
2024/12/27 by Shiyao Li, Yingchun Hu, Li, Shiyao +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
- 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
- DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
2020/04/05 by Xuefei Ning, Tianchen Zhao, Ning, Xuefei +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
- Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free
2024/12/31 by Zhang, Evelyn, B.L. Xiao, Xiao, Bang +12 · 7 citations
Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Optimization and Search Problems
- 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
- 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
- Evaluating Efficient Performance Estimators of Neural Architectures
2020/08/07 by Xuefei Ning, Ning, Xuefei, Changcheng Tang +11 · 1 citation
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
- 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
- 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