Zhengang Li

1. HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
   2022/11/15 by Peiyan Dong, Mengshu Sun, Dong, Peiyan +19 · 7 citations
   Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
2. 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
3. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
   2023/12/09 by Xuan Shen, Peiyan Dong, Shen, Xuan +13 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
   2021/06/16 by Geng Yuan, Payman Behnam, Yuan, Geng +19 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
5. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
   2019/03/23 by Shaokai Ye, Ye, Shaokai, Xiaoyu Feng +26 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
6. FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
   2025/05/17 by Xuan Shen, Shen, Xuan, Wanjing Ma +23 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
7. Numerical Analysis for the Normalized Time-Fractional Modica–Mortola Functional
   2026/07/22 by Zhengang Li, Soobin Kwak, Xinpei Wu +3