Lin, Sheng
- A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
2017/03/13 by Liu, Ning, Li, Zhe, Xu, Zhiyuan +5 · 4 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- 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
- FFT-Based Deep Learning Deployment in Embedded Systems
2017/12/13 by Lin, Sheng, Liu, Ning, Nazemi, Mahdi +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
2019/03/23 by Shaokai Ye, Xiaoyu Feng, Ye, Shaokai +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
- Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
2019/07/03 by Ma, Xiaolong, Lin, Sheng, Ye, Shaokai +10 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- 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
- A Secure and Efficient Federated Learning Framework for NLP
2022/01/28 by Jie‐Ren Deng, Chenghong Wang, Deng, Jieren +17 · 1 citation
Computer Science · Medicine · #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data
- FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate
2022/07/08 by Li, Zhengang, Lin, Sheng, Liu, Shan +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- 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
- Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
2024/10/17 by Haoyang Li, Li, Haoyang, Fangcheng Fu +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)
- RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
2020/02/19 by Peiyan Dong, Dong, Peiyan, Siyue Wang +19 · 2 citations
Computer Science · #Advanced Neural Network Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering