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Li, Yanyu

  1. SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
    2023/06/01 by Li, Yanyu, Wang, Huan, Jin, Qing +6 · 29 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. EfficientFormer: Vision Transformers at MobileNet Speed
    2022/06/02 by Yanyu Li, Li, Yanyu, Geng Yuan +13 · 23 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  3. Rethinking Vision Transformers for MobileNet Size and Speed
    2022/12/15 by Yanyu Li, Hu Ju, Li, Yanyu +12 · 15 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Improving the Diffusability of Autoencoders
    2025/02/20 by Ivan Skorokhodov, Skorokhodov, Ivan, Sharath Girish +13 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical and Computational Modeling
  5. BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
    2024/06/06 by Yang Sui, Sui, Yang, Yanyu Li +17 · 1 voice · 6 citations
    #cs.CV
  6. Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization
    2022/08/10 by Zhengang Li, Li, Zhengang, Mengshu Sun +21 · 6 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  7. YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
    2020/09/12 by Yuxuan Cai, Cai, Yuxuan, Hongjia Li +13 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  8. SF-V: Single Forward Video Generation Model
    2024/06/06 by Zhixing Zhang, Zhang, Zhixing, Yanyu Li +21 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  9. TextCraftor: Your Text Encoder Can be Image Quality Controller
    2024/03/27 by Li, Yanyu, Liu, Xian, Kag, Anil +6 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
    2023/10/12 by Xian Liu, Liu, Xian, Jian Ren +15 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  11. SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
    2024/12/13 by Yushu Wu, Zhixing Zhang, Wu, Yushu +24 · 7 citations
    Social Sciences · Computer Science · #Multimedia Communication and Technology #Interactive and Immersive Displays
  12. SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
    2024/12/12 by Dongting Hu, Hu, Dongting, Jierun Chen +32 · 7 citations
    Computer Science · #Embedded Systems Design Techniques #Advanced Malware Detection Techniques #Parallel Computing and Optimization Techniques
  13. Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
    2022/07/25 by Wu, Yushu, Gong, Yifan, Zhao, Pu +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  14. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    2024/12/17 by Xuan Shen, Shen, Xuan, Zhao Song +27 · 6 citations
    Computer Science · #Neural Networks and Applications
  15. Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization
    2022/06/02 by Li, Yanyu, Zhao, Pu, Yuan, Geng +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Efficient Training with Denoised Neural Weights
    2024/07/16 by Yifan Gong, Zheng Zhan, Gong, Yifan +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  17. Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
    2022/09/22 by Geng Yuan, Yanyu Li, Yuan, Geng +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #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) #Machine Learning and ELM
  18. RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions
    2021/10/30 by Chang, Sung-En, Li, Yanyu, Sun, Mengshu +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. AirNN: Neural Networks with Over-the-Air Convolution via Reconfigurable Intelligent Surfaces
    2022/02/07 by Sanchez, Sara Garcia, Muns, Guillem Reus, Bocanegra, Carlos +6 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  20. Taming Diffusion Transformer for Efficient Mobile Video Generation in Seconds
    2025/07/17 by Wu, Yushu, Li, Yanyu, Kag, Anil +9 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  21. Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
    2022/05/12 by Nasim Soltani, Soltani, Nasim, Hai Cheng +23 · 1 citation
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Wireless Communication Techniques #PAPR reduction in OFDM
  22. H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models
    2025/04/14 by Wu, Yushu, Li, Yanyu, Skorokhodov, Ivan +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering