Zhenman Fang

1. HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
   2022/11/15 by Peiyan Dong, Dong, Peiyan, Mengshu Sun +19 · 13 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, Mengshu Sun, Li, Zhengang +21 · 7 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. WeConvene: Learned Image Compression with Wavelet-Domain Convolution and Entropy Model
   2024/07/13 by Haisheng Fu, Fu, Haisheng, Jie Liang +9 · 8 citations
   Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods #Image Retrieval and Classification Techniques
4. Revisiting FPGA Acceleration of Molecular Dynamics Simulation with Dynamic Data Flow Behavior in High-Level Synthesis
   2016/11/11 by Jason Cong, Zhenman Fang, Cong, Jason +5 · 1 citation
   Computer Science · #Atomic Physics (physics.atom-ph) #Computational Physics (physics.comp-ph) #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #VLSI and Analog Circuit Testing
5. Learned Image Compression with Dual-Branch Encoder and Conditional Information Coding
   2024/01/20 by Haisheng Fu, Feng Liang, Fu, Haisheng +9 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Image and Signal Denoising Methods
6. Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training
   2025/04/28 by Qitao Tan, Tan, Qitao, Rui Xia +21 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Numerical Methods and Algorithms