Ning Lin

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 46

Top Topics

Efficient Inference

Intellectual Property

Top Venues

IEEE Trans. Ind. Electron.

Publications

Yifei Yu, Shaocong Wang, Woyu Zhang, Xinyuan Zhang, Xiuzhe Wu, Yangu He, Jichang Yang, Yue Zhang, Ning Lin, Bo Wang, Xi Chen, Songqi Wang, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Efficient and accurate neural field reconstruction using resistive memory. CoRR (2024)
Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang
Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. CoRR (2024)
Luo Xu, Ning Lin, H. Vincent Poor, Dazhi Xi, A. T. D. Perera
Quantifying cascading power outages during climate extremes considering renewable energy integration. CoRR (2024)
Luo Xu, Ning Lin, Dazhi Xi, Kairui Feng, H. Vincent Poor
Hazard resistance-based spatiotemporal risk analysis for distribution network outages during hurricanes. CoRR (2024)
Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR (2024)
Ning Lin, Fengqiu Xu
Real-Time Hardware Emulation of Microgrid Forming Wireless Power Transfer Systems. IEEE Trans. Ind. Electron. 71 (4) (2024)
Kwunhang Wong, Songqi Wang, Wei Huang, Xinyuan Zhang, Yangu He, Karl M. H. Lai, Yuzhong Jiao, Ning Lin, Xiaojuan Qi, Xiaoming Chen, Zhongrui Wang
SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. CoRR (2024)
Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. Adv. Intell. Syst. 6 (7) (2024)
Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Yi Li, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. CoRR (2024)
Bo Wang, Shaocong Wang, Ning Lin, Yi Li, Yifei Yu, Yue Zhang, Jichang Yang, Xiaojun Wu, Yangu He, Songqi Wang, Rui Chen, Guoqi Li, Xiaojuan Qi, Zhongrui Wang, Dashan Shang
Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. CoRR (2024)
Zhi Li, Rui Bao, Woyu Zhang, Fei Wang, Jun Wang, Renrui Fang, Haoxiong Ren, Ning Lin, Jinshan Yue, Chunmeng Dou, Zhongrui Wang, Dashan Shang
2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR (2024)
Xinlin Liu, Ning Lin, Zhiqiang Wang
Lightweight Glass Insulator Self-Explosion Defect Detection Method Based on YOLOv5. ISKE (2023)
Luis Ceferino, Ning Lin, Dazhi Xi
Bayesian updating of solar panel fragility curves and implications of higher panel strength for solar generation resilience. Reliab. Eng. Syst. Saf. 229 (2023)
Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR (2023)
Yujie Zhou, Wenwen Qiang, Anyi Rao, Ning Lin, Bing Su, Jiaqi Wang
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization. ACM Multimedia (2023)
Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Pruning random resistive memory for optimizing analogue AI. CoRR (2023)
Xinlin Liu, Zhuyi Rao, Ning Lin
Object Detection Method for Foreign Substances on High-Voltage Transmission Lines Based on Deep Learning. ISKE (2023)
Yujie Zhou, Wenwen Qiang, Anyi Rao, Ning Lin, Bing Su, Jiaqi Wang
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization. CoRR (2023)
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR (2023)
Zeyang Zhang, Xingwang Li, Fei Teng, Ning Lin, Xueling Zhu, Xin Wang, Wenwu Zhu
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction. CoRR (2023)
Shiqi Cao, Venkata Dinavahi, Ning Lin
Machine Learning Based Transient Stability Emulation and Dynamic System Equivalencing of Large-Scale AC-DC Grids for Faster-Than-Real-Time Digital Twin. IEEE Access 10 (2022)
Huaichao Luo, Ning Lin, Lin Wu, Ziru Huang, Ruiling Zu, Jian Huang
TB-LNPs: A Web Server for Access to Lung Nodule Prediction Models. ICIC (2) (2022)
Wenxing Li, Ning Lin, Mingzhe Zhang, Hang Lu, Xiaoming Chen, Xiaowei Li
VNet: a versatile network to train real-time semantic segmentation models on a single GPU. Sci. China Inf. Sci. 65 (3) (2022)
Chengzhang Lyu, Ning Lin, Venkata Dinavahi
Device-Level Parallel-in-Time Simulation of MMC-Based Energy System for Electric Vehicles. IEEE Trans. Veh. Technol. 70 (6) (2021)
Yumin Gao, Daojin Nie, Huimin Gan, Zhiyong Cao, Ning Lin, Cuicui Sun
A Novel Building Worker Detection based on Cross Feature Pyramid Network. DSA (2021)
Ning Lin, Xiaoming Chen, Chunwei Xia, Jing Ye, Xiaowei Li
ChaoPIM: A PIM-based Protection Framework for DNN Accelerators Using Chaotic Encryption. ATS (2021)
Shiqi Cao, Ning Lin, Venkata Dinavahi
Damping of Subsynchronous Control Interactions in Large-Scale PV Installations Through Faster-Than-Real-Time Dynamic Emulation. IEEE Access 9 (2021)
Ning Lin, Peng Liu, Venkata Dinavahi
Component-Level Thermo-Electromagnetic Nonlinear Transient Finite Element Modeling of Solid-State Transformer for DC Grid Studies. IEEE Trans. Ind. Electron. 68 (2) (2021)
Ning Lin, Xiaoming Chen, Hang Lu, Xiaowei Li
Chaotic Weights: A Novel Approach to Protect Intellectual Property of Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (7) (2021)
Xuanhong Chen, Kairui Feng, Naiyuan Liu, Yifan Lu, Zhengyan Tong, Bingbing Ni, Ziang Liu, Ning Lin
RainNet: A Large-Scale Dataset for Spatial Precipitation Downscaling. CoRR (2020)
Ning Lin, Venkata Dinavahi
Electrothermal Transient Behavioral Modeling of Thyristor-Based Ultrafast Mechatronic Circuit Breaker for Real-Time DC Grid Emulation. IEEE Trans. Ind. Electron. 67 (3) (2020)
Ning Lin, Hang Lu, Xin Wei, Xiaowei Li
HeadStart: Enforcing Optimal Inceptions in Pruning Deep Neural Networks for Efficient Inference on GPGPUs. DAC (2019)
Ning Lin, Hang Lu, Xin Wei, Xiaowei Li
Redeeming chip-level power efficiency by collaborative management of the computation and communication. ASP-DAC (2019)
Hang Lu, Yisong Chang, Guihai Yan, Ning Lin, Xin Wei, Xiaowei Li
ShuttleNoC: Power-Adaptable Communication Infrastructure for Many-Core Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (8) (2019)
Ning Lin, Venkata Dinavahi
Exact Nonlinear Micromodeling for Fine-Grained Parallel EMT Simulation of MTDC Grid Interaction With Wind Farm. IEEE Trans. Ind. Electron. 66 (8) (2019)
Ning Lin, Hang Lu, Jingliang Gao, Shunjie Qiao, Xiaowei Li
VNet: A Versatile Network for Efficient Real-Time Semantic Segmentation. ICCD (2019)
Ning Lin, Hang Lu, Xing Hu, Jingliang Gao, Mingzhe Zhang, Xiaowei Li
When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices. ICCD (2019)
Ning Lin, Venkata Dinavahi
Variable Time-Stepping Modular Multilevel Converter Model for Fast and Parallel Transient Simulation of Multiterminal DC Grid. IEEE Trans. Ind. Electron. 66 (9) (2019)
Wenhan Zhu, Guangtao Zhai, Yutao Liu, Ning Lin, Xiaokang Yang
Reduced-Reference Image Quality Assessment Based on Free-Energy Principle with Multi-Channel Decomposition. MMSP (2018)
Hang Lu, Xin Wei, Ning Lin, Guihai Yan, Xiaowei Li
Tetris: Re-architecting Convolutional Neural Network Computation for Machine Learning Accelerators. CoRR (2018)
Hang Lu, Xin Wei, Ning Lin, Guihai Yan, Xiaowei Li
Tetris: re-architecting convolutional neural network computation for machine learning accelerators. ICCAD (2018)
Adam Hatzikyriakou, Ning Lin
Impact of performance interdependencies on structural vulnerability: A systems perspective of storm surge risk to coastal residential communities. Reliab. Eng. Syst. Saf. 158 (2017)
Feng Li, Ning Lin
A Multi-agent Approach for the Newsvendor Problem with Word-of-Mouth Marketing Strategies. ICIC (2) (2016)
Bjørn Jæger, Ning Lin
The changing nature of cargo container handling needs information sharing as a key performance indicator. LISS (2016)
Ning Lin, Harald Martin Hjelle, Kevin Cullinane, Rickard Bergqvist, Olav Eidhammer, Yuhong Wang, Zaili Yang, Zhuohua Qu
Potential solutions to upstream buyer consolidation in the China-Europe container trades - An exploratory study. LISS (2016)
Ning Lin, Ping-Chia Tsai, Yu-An Chen, Homer H. Chen
Music recommendation based on artist novelty and similarity. MMSP (2014)
André van der Avoird, Ning Lin, Bram van Ginneken, Rashindra Manniesing
A hardware implementation of a levelset algorithm for carotid lumen segmentation in CTA. Medical Imaging: Image Processing (2013)
Weichuan Yu, Baolin Wu, Ning Lin, Kathy Stone, Kenneth R. Williams, Hongyu Zhao
Detecting and aligning peaks in mass spectrometry data with applications to MALDI. Comput. Biol. Chem. 30 (1) (2006)
Ping Yan, Ning Lin, Albert J. Sinusas, James S. Duncan
A Boundary Element-Based Approach to Analysis of LV Deformation. MICCAI (2005)
Ning Lin, James S. Duncan
Generalized Robust Point Matching Using An Extended Free-Form Deformation Model: Application to Cardiac Images. ISBI (2004)
Ning Lin, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
Analysis of Left Ventricular Motion Using a General Robust Point Matching Algorithm. MICCAI (1) (2003)
Weichuan Yu, Ning Lin, Ping Yan, Kailasnath Purushothaman, Albert J. Sinusas, Karl Thiele, James S. Duncan
Motion Analysis of 3D Ultrasound Texture Patterns. FIMH (2003)
Ning Lin, Weichuan Yu, James S. Duncan
Combinative multi-scale level set framework for echocardiographic image segmentation. Medical Image Anal. 7 (4) (2003)
Ning Lin, Weichuan Yu, James S. Duncan
Combinative Multi-scale Level Set Framework for Echocardiographic Image Segmentation. MICCAI (1) (2002)