Sheng Lin

1. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
   2021/06/16 by Geng Yuan, Yuan, Geng, Payman Behnam +19 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
2. 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
3. An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
   2020/01/20 by Xiaolong Ma, Ma, Xiaolong, Wei Niu +19 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
4. Holographic Schwinger effect in flavor-dependent systems
   2024/07/20 by Sheng Lin, Lin, Sheng, Xuan Liu +7 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Nonlinear Dynamics and Pattern Formation #Quantum chaos and dynamical systems #Quantum optics and atomic interactions
5. Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
   2024/10/17 by Haoyang Li, Fangcheng Fu, Li, Haoyang +16 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning in Healthcare #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)