Peiyan Dong
- 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)
- Quantum Neural Network Compression
2022/07/04 by Zhirui Hu, Hu, Zhirui, Peiyan Dong +9 · 4 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Neural Networks and Applications
- 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
- Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
2022/11/19 by Zhenglun Kong, Haoyu Ma, Kong, Zhenglun +27 · 3 citations
Engineering · Computer Science · #Advanced Image Fusion Techniques #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
- Squat: Quant Small Language Models on the Edge
2024/02/16 by Xuan Shen, Peiyan Dong, Shen, Xuan +17 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques