Zhongfeng Wang

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 · 8 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 · 5 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 Algorithm–Hardware Co-Optimized Framework for Accelerating N:M Sparse Transformers
   2022/11/01 by Chao Fang, Aojun Zhou, Zhongfeng Wang · 3 citations
4. 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
5. 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
6. P²-ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer
   2024/05/30 by Huihong Shi, Cheng Xin, Shi, Huihong +5 · 2 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
7. 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)
8. 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
9. AccLLM: Accelerating Long-Context LLM Inference Via Algorithm-Hardware Co-Design
   2025/04/07 by Yujie Liang, Liang, Yanbiao, Huihong Shi +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
10. 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