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Wang, Zhongfeng

  1. Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer
    2020/09/18 by Siyuan Lu, Meiqi Wang, Lu, Siyuan +7 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
  2. ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention
    2022/11/09 by Jyotikrishna Dass, Dass, Jyotikrishna, Shang Wu +11 · 7 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  3. An Active-Passive Measurement Study of TCP Performance over LTE on High-speed Rails
    2018/12/12 by Jing Wang, Wang, Jing, Yufan Zheng +23 · 2 citations
    Computer Science · Engineering · #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Wireless Communication Networks Research
  4. Elbert: Fast Albert with Confidence-Window Based Early Exit
    2021/07/01 by Keli Xie, Xie, Keli, Siyuan Lu +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. P2-ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer
    2024/05/30 by Huihong Shi, Shi, Huihong, Cheng Xin +5 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Image Processing Techniques and Applications
  6. An Efficient FPGA Accelerator for Point Cloud
    2022/10/14 by Zilun Wang, Wendong Mao, Wang, Zilun +7 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image and Video Processing (eess.IV) #Optical measurement and interference techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  7. Training Deep Neural Networks Using Posit Number System
    2019/09/06 by Jinming Lu, Siyuan Lu, Lu, Jinming +11 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms
  8. FlashForge: Ultra-Efficient Prefix-Aware Attention for LLM Decoding
    2025/05/23 by Wang, Zhibin, Ning, Rui, Fang, Chao +12 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT
    2024/03/29 by Haikuo Shao, Shao, Haikuo, Huihong Shi +5 · 1 citation
    Engineering · #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  10. NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models
    2024/09/07 by Yang Xu, Huihong Shi, Xu, Yang +3 · 1 citation
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
  11. AccLLM: Accelerating Long-Context LLM Inference Via Algorithm-Hardware Co-Design
    2025/04/07 by Yujie Liang, Huihong Shi, Liang, Yanbiao +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  12. FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization
    2025/05/25 by Wang, Aotao, Haikuo Shao, Shaobo Ma +4 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques