Motion Analysis of 3D Ultrasound Texture Patterns. - Weichuan Yu; Ning Lin; Ping Yan; Kailasnath Purushothaman; Albert J. Sinusas; Karl Thiele; James S. Duncan (FIMH, 2003)

Analysis of Left Ventricular Motion Using a General Robust Point Matching Algorithm. - Ning Lin; Xenophon Papademetris; Albert J. Sinusas; James S. Duncan (MICCAI (1), 2003)

Combinative multi-scale level set framework for echocardiographic image segmentation. - Ning Lin; Weichuan Yu; James S. Duncan (Medical Image Anal., 2003)

Generalized Robust Point Matching Using An Extended Free-Form Deformation Model: Application to Cardiac Images. - Ning Lin; James S. Duncan (ISBI, 2004)

A Boundary Element-Based Approach to Analysis of LV Deformation. - Ping Yan; Ning Lin; Albert J. Sinusas; James S. Duncan (MICCAI, 2005)

Detecting and aligning peaks in mass spectrometry data with applications to MALDI. - Weichuan Yu; Baolin Wu; Ning Lin; Kathy Stone; Kenneth R. Williams; Hongyu Zhao 003 (Comput. Biol. Chem., 2006)

A hardware implementation of a levelset algorithm for carotid lumen segmentation in CTA. - André van der Avoird; Ning Lin; Bram van Ginneken; Rashindra Manniesing (Image Processing, 2013)

Music recommendation based on artist novelty and similarity. - Ning Lin; Ping-Chia Tsai; Yu-An Chen; Homer H. Chen (MMSP, 2014)

A Multi-agent Approach for the Newsvendor Problem with Word-of-Mouth Marketing Strategies. - Feng Li; Ning Lin (ICIC (2), 2016)

The changing nature of cargo container handling needs information sharing as a key performance indicator. - Bjørn Jæger; Ning Lin (LISS, 2016)

Potential solutions to upstream buyer consolidation in the China-Europe container trades - An exploratory study. - Ning Lin; Harald Martin Hjelle; Kevin Cullinane; Rickard Bergqvist; Olav Eidhammer; Yuhong Wang; Zaili Yang; Zhuohua Qu (LISS, 2016)

Impact of performance interdependencies on structural vulnerability: A systems perspective of storm surge risk to coastal residential communities. - Adam Hatzikyriakou; Ning Lin (Reliab. Eng. Syst. Saf., 2017)

Tetris: re-architecting convolutional neural network computation for machine learning accelerators. - Hang Lu; Xin Wei; Ning Lin; Guihai Yan; Xiaowei Li 001 (ICCAD, 2018)

Reduced-Reference Image Quality Assessment Based on Free-Energy Principle with Multi-Channel Decomposition. - Wenhan Zhu; Guangtao Zhai; Yutao Liu 002; Ning Lin; Xiaokang Yang 001 (MMSP, 2018)

Redeeming chip-level power efficiency by collaborative management of the computation and communication. - Ning Lin; Hang Lu; Xin Wei; Xiaowei Li 001 (ASP-DAC, 2019)

HeadStart: Enforcing Optimal Inceptions in Pruning Deep Neural Networks for Efficient Inference on GPGPUs. - Ning Lin; Hang Lu; Xin Wei; Xiaowei Li 001 (DAC, 2019)

VNet: A Versatile Network for Efficient Real-Time Semantic Segmentation. - Ning Lin; Hang Lu; Jingliang Gao; Shunjie Qiao; Xiaowei Li 001 (ICCD, 2019)

When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices. - Ning Lin; Hang Lu; Xing Hu 001; Jingliang Gao; Mingzhe Zhang; Xiaowei Li 001 (ICCD, 2019)

ShuttleNoC: Power-Adaptable Communication Infrastructure for Many-Core Processors. - Hang Lu; Yisong Chang; Guihai Yan; Ning Lin; Xin Wei; Xiaowei Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Exact Nonlinear Micromodeling for Fine-Grained Parallel EMT Simulation of MTDC Grid Interaction With Wind Farm. - Ning Lin; Venkata Dinavahi (IEEE Trans. Ind. Electron., 2019)

Variable Time-Stepping Modular Multilevel Converter Model for Fast and Parallel Transient Simulation of Multiterminal DC Grid. - Ning Lin; Venkata Dinavahi (IEEE Trans. Ind. Electron., 2019)

RainNet: A Large-Scale Dataset for Spatial Precipitation Downscaling. - Xuanhong Chen; Kairui Feng; Naiyuan Liu; Yifan Lu; Zhengyan Tong; Bingbing Ni; Ziang Liu 001; Ning Lin (CoRR, 2020)

Electrothermal Transient Behavioral Modeling of Thyristor-Based Ultrafast Mechatronic Circuit Breaker for Real-Time DC Grid Emulation. - Ning Lin; Venkata Dinavahi (IEEE Trans. Ind. Electron., 2020)

ChaoPIM: A PIM-based Protection Framework for DNN Accelerators Using Chaotic Encryption. - Ning Lin; Xiaoming Chen 003; Chunwei Xia; Jing Ye 001; Xiaowei Li 001 (ATS, 2021)

A Novel Building Worker Detection based on Cross Feature Pyramid Network. - Yumin Gao; Daojin Nie; Huimin Gan; Zhiyong Cao; Ning Lin; Cuicui Sun (DSA, 2021)

Damping of Subsynchronous Control Interactions in Large-Scale PV Installations Through Faster-Than-Real-Time Dynamic Emulation. - Shiqi Cao; Ning Lin; Venkata Dinavahi (IEEE Access, 2021)

Chaotic Weights: A Novel Approach to Protect Intellectual Property of Deep Neural Networks. - Ning Lin; Xiaoming Chen 003; Hang Lu; Xiaowei Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Component-Level Thermo-Electromagnetic Nonlinear Transient Finite Element Modeling of Solid-State Transformer for DC Grid Studies. - Ning Lin; Peng Liu 067; Venkata Dinavahi (IEEE Trans. Ind. Electron., 2021)

Device-Level Parallel-in-Time Simulation of MMC-Based Energy System for Electric Vehicles. - Chengzhang Lyu; Ning Lin; Venkata Dinavahi (IEEE Trans. Veh. Technol., 2021)

TB-LNPs: A Web Server for Access to Lung Nodule Prediction Models. - Huaichao Luo; Ning Lin; Lin Wu; Ziru Huang; Ruiling Zu; Jian Huang 004 (ICIC (2), 2022)

Machine Learning Based Transient Stability Emulation and Dynamic System Equivalencing of Large-Scale AC-DC Grids for Faster-Than-Real-Time Digital Twin. - Shiqi Cao; Venkata Dinavahi; Ning Lin (IEEE Access, 2022)

VNet: a versatile network to train real-time semantic segmentation models on a single GPU. - Wenxing Li; Ning Lin; Mingzhe Zhang; Hang Lu; Xiaoming Chen 003; Xiaowei Li 001 (Sci. China Inf. Sci., 2022)

Lightweight Glass Insulator Self-Explosion Defect Detection Method Based on YOLOv5. - Xinlin Liu; Ning Lin; Zhiqiang Wang (ISKE, 2023)

Object Detection Method for Foreign Substances on High-Voltage Transmission Lines Based on Deep Learning. - Xinlin Liu; Zhuyi Rao; Ning Lin (ISKE, 2023)

Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization. - Yujie Zhou; Wenwen Qiang; Anyi Rao; Ning Lin; Bing Su 001; Jiaqi Wang 003 (ACM Multimedia, 2023)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xiaojuan Qi 001; Xiaoming Chen 003; Hao Jiang 024; et al. (CoRR, 2023)

Pruning random resistive memory for optimizing analogue AI. - Yi Li 049; Songqi Wang; Yaping Zhao; Shaocong Wang; Woyu Zhang; Yangu He; Ning Lin; Binbin Cui; Xi Chen; Shiming Zhang; Hao Jiang 024; Peng Lin; et al. (CoRR, 2023)

Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction. - Zeyang Zhang 001; Xingwang Li; Fei Teng; Ning Lin; Xueling Zhu; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2023)

Random resistive memory-based deep extreme point learning machine for unified visual processing. - Shaocong Wang; Yizhao Gao 002; Yi Li 049; Woyu Zhang; Yifei Yu; Bo Wang 153; Ning Lin; Hegan Chen; Yue Zhang 011; Yang Jiang; Dingchen Wang; Jia Chen; et al. (CoRR, 2023)

Bayesian updating of solar panel fragility curves and implications of higher panel strength for solar generation resilience. - Luis Ceferino; Ning Lin; Dazhi Xi (Reliab. Eng. Syst. Saf., 2023)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of DNNs. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (DAC, 2024)

LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator. - Ning Lin; Songqi Wang; Xinyuan Zhang; Shaocong Wang; Yangu He; Woyu Zhang; Bo Wang 153; Jiankun Li; Mingzi Li; Binbin Cui; Yi Li 049; Jia Chen; et al. (ICCAD, 2024)

SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. - Kwunhang Wong; Songqi Wang; Wei Huang 042; Xinyuan Zhang; Yangu He; Karl Ming Him Lai; Yuzhong Jiao; Ning Lin; Xiaojuan Qi 001; Xiaoming Chen 003; Zhongrui Wang (ICCAD, 2024)

RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices. - Kam Chi Loong; Shihao Han; Sishuo Liu; Ning Lin; Zhongrui Wang (ICCD, 2024)

Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? - Jiacheng Cen; Anyi Li; Ning Lin; Yuxiang Ren; Zihe Wang; Wenbing Huang 001 (NeurIPS, 2024)

DTC: Real-Time and Accurate Distributed Triangle Counting in Fully Dynamic Graph Streams. - Wei Xuan; Yan Liang; Huawei Cao; Ning Lin; Xiaochun Ye; Dongrui Fan (SRDS, 2024)

Hazard resistance-based spatiotemporal risk analysis for distribution network outages during hurricanes. - Luo Xu; Ning Lin; Dazhi Xi; Kairui Feng; H. Vincent Poor (CoRR, 2024)

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. - Jichang Yang; Hegan Chen; Jia Chen; Songqi Wang; Shaocong Wang; Yifei Yu; Xi Chen; Bo Wang 153; Xinyuan Zhang; Binbin Cui; Yi Li 049; Ning Lin; et al. (CoRR, 2024)

Efficient and accurate neural field reconstruction using resistive memory. - Yifei Yu; Shaocong Wang; Woyu Zhang; Xinyuan Zhang; Xiuzhe Wu; Yangu He; Jichang Yang; Yue Zhang 011; Ning Lin; Bo Wang 153; Xi Chen; Songqi Wang; et al. (CoRR, 2024)

Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. - Hegan Chen; Jichang Yang; Jia Chen; Songqi Wang; Shaocong Wang; Dingchen Wang; Xinyu Tian; Yifei Yu; Xi Chen; Yinan Lin; Yangu He; Xiaoshan Wu; et al. (CoRR, 2024)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (CoRR, 2024)

Quantifying cascading power outages during climate extremes considering renewable energy integration. - Luo Xu; Ning Lin; H. Vincent Poor; Dazhi Xi; A. T. D. Perera (CoRR, 2024)

Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. - Yue Zhang 011; Woyu Zhang; Shaocong Wang; Ning Lin; Yifei Yu; Yangu He; Bo Wang 153; Hao Jiang 024; Peng Lin; Xiaoxin Xu; Xiaojuan Qi 001; Zhongrui Wang; et al. (CoRR, 2024)

Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. - Bo Wang 153; Shaocong Wang; Ning Lin; Yi Li 049; Yifei Yu; Yue Zhang 011; Jichang Yang; Xiaojun Wu 001; Yangu He; Songqi Wang; Rui Chen; Guoqi Li; et al. (CoRR, 2024)

Real-Time Hardware Emulation of Microgrid Forming Wireless Power Transfer Systems. - Ning Lin; Fengqiu Xu (IEEE Trans. Ind. Electron., 2024)

2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. - Zhi Li 070; Rui Bao; Woyu Zhang; Fei Wang; Jun Wang; Renrui Fang; Haoxiong Ren; Ning Lin; Jinshan Yue; Chunmeng Dou; Zhongrui Wang; Dashan Shang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. - Woyu Zhang; Zhi Li 070; Xinyuan Zhang; Fei Wang; Shaocong Wang; Ning Lin; Yi Li 049; Jun Wang; Jinshan Yue; Chunmeng Dou; Xiaoxin Xu; Zhongrui Wang; et al. (Adv. Intell. Syst., 2024)

Local fuzzy rough attribute reduction for large-scale mixed data with limited missing labels based on local fuzzy self information. - Zhaowen Li; Run Guo; Ning Lin; Tao Lu (Inf. Sci., 2025)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xinyuan Zhang; Kwunhang Wong; Songqi Wang; et al. (Nat. Comput. Sci., 2025)

SlotPi: Physics-informed Object-centric Reasoning Models. - Jian Li; Wan Han; Ning Lin; Yu-Liang Zhan; Ruizhi Chengze; Haining Wang; Yi Zhang; Hongsheng Liu; Zidong Wang; Fan Yu; Hao Sun (CoRR, 2025)

Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI. - Songqi Wang; Yue Zhang 011; Jia Chen; Xinyuan Zhang; Yi Li 049; Ning Lin; Yangu He; Jichang Yang; Yingjie Yu; Yi Li 049; Zhongrui Wang; Xiaojuan Qi 001; et al. (CoRR, 2025)

When Pipelined In-Memory Accelerators Meet Spiking Direct Feedback Alignment: A Co-Design for Neuromorphic Edge Computing. - Haoxiong Ren; Yangu He; Kwunhang Wong; Rui Bao; Ning Lin; Zhongrui Wang; Dashan Shang (CoRR, 2025)