A Dynamic Feature Selection Method for Vision Based Vehicle Recognition. - Chunyang Yang; Bobo Duan; Wei Liu 022; Jinwei Zhang (CSIE (5), 2009)

A Big Data Analysis Platform for Healthcare on Apache Spark. - Jinwei Zhang; Yong Zhang 002; Qingcheng Hu; Hongliang Tian; Chunxiao Xing (ICSH, 2016)

Chlorophyll Fluorescence Measurement: A New Method to Test the Effect of Two Adjuvants on the Efficacy of Topramezone on Weeds. - Jinwei Zhang; Ortrud Jäck; Alexander Menegat; Gen Li; Xiu Wang (CCTA (1), 2017)

Inverse Reinforce Learning with Nonparametric Behavior Clustering. - Siddharthan Rajasekaran; Jinwei Zhang; Jie Fu (CoRR, 2017)

云量分割在空间目标观测中的研究 (Research of Cloud Segmentation in Space Target Observation). - Enwang Wang; Enda Wang; Liang Fan; Jinwei Zhang; Xuehai Huang (计算机科学, 2018)

Multiscale Fractures Characterization Based on Ant Colony Optimization and Two-Dimensional Variational Mode Decomposition. - Jinwei Zhang; Handong Huang; Tao Liu 021; Chen Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

RSANet: Recurrent Slice-Wise Attention Network for Multiple Sclerosis Lesion Segmentation. - Hang Zhang 010; Jinwei Zhang; Qihao Zhang; Jeremy Kim; Shun Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang 028 (MICCAI (3), 2019)

Distributed Reliable and Efficient Transmission Task Assignment for WSNs. - Xiaojuan Zhu; Kuan-Ching Li; Jinwei Zhang; Shunxiang Zhang (Sensors, 2019)

Machine Learning Based Online Full-Chip Heatmap Estimation. - Sheriff Sadiqbatcha; Yue Zhao; Jinwei Zhang; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (ASP-DAC, 2020)

Accurate Power Density Map Estimation for Commercial Multi-Core Microprocessors. - Jinwei Zhang; Sheriff Sadiqbatcha; Wentian Jin; Sheldon X.-D. Tan (DATE, 2020)

Full-Chip Thermal Map Estimation for Commercial Multi-Core CPUs with Generative Adversarial Learning. - Wentian Jin; Sheriff Sadiqbatcha; Jinwei Zhang; Sheldon X.-D. Tan (ICCAD, 2020)

Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI. - Jinwei Zhang; Hang Zhang 010; Alan Wang 003; Qihao Zhang; Mert R. Sabuncu; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (MLMIR@MICCAI, 2020)

Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping. - Jinwei Zhang; Hang Zhang 010; Mert R. Sabuncu; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (MIDL, 2020)

HAT-DRL: Hotspot-Aware Task Mapping for Lifetime Improvement of Multicore System using Deep Reinforcement Learning. - Jinwei Zhang; Sheriff Sadiqbatcha; Yuanqi Gao; Michael O'Dea; Nanpeng Yu; Sheldon X.-D. Tan (MLCAD, 2020)

Transfer Deep Reinforcement Learning-Enabled Energy Management Strategy for Hybrid Tracked Vehicle. - Xiaowei Guo; Teng Liu; Bangbei Tang; Xiaolin Tang; Jinwei Zhang; Wenhao Tan; Shufeng Jin (IEEE Access, 2020)

Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training. - Ramin Jafari; Pascal Spincemaille; Jinwei Zhang; Thanh D. Nguyen; Martin R. Prince; Xianfu Luo; Junghun Cho; Daniel Margolis; Yi Wang 028 (CoRR, 2020)

EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks. - Wentian Jin; Sheriff Sadiqbatcha; Jinwei Zhang; Sheldon X.-D. Tan (CoRR, 2020)

Reinforcement Learning-Enabled Decision-Making Strategies for a Vehicle-Cyber-Physical-System in Connected Environment. - Teng Liu; Xiaolin Tang; Jinwei Zhang; Wenbo Li 003; Zejian Deng; Yalian Yang (CoRR, 2020)

Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences. - Teng Liu; Xiaolin Tang; Xiaosong Hu; Wenhao Tan; Jinwei Zhang (CoRR, 2020)

Driving Conditions-Driven Energy Management for Hybrid Electric Vehicles: A Review. - Teng Liu; Xiaolin Tang; Jinwei Zhang; Wenhao Tan; Yang Xing; Dongpu Cao (CoRR, 2020)

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2020)

Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction. - Jinwei Zhang; Zhe Liu 042; Shun Zhang; Hang Zhang 010; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang 028 (NeuroImage, 2020)

Efficient Folded Attention for Medical Image Reconstruction and Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (AAAI, 2021)

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation. - Hang Zhang 010; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (ISBI, 2021)

Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction. - Jinwei Zhang; Hang Zhang 010; Chao Li; Pascal Spincemaille; Mert R. Sabuncu; Thanh D. Nguyen; Yi Wang 028 (MICCAI (6), 2021)

Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping. - Jinwei Zhang; Hang Zhang 010; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang 028 (MIDL, 2021)

NeRD: Neural Representation of Distribution for Medical Image Segmentation. - Hang Zhang 010; Rongguang Wang; Jinwei Zhang; Chao Li; Gufeng Yang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2021)

Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network. - Chao Li; Hang Zhang 010; Jinwei Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang 028 (CoRR, 2021)

Post-Silicon Heat-Source Identification and Machine-Learning-Based Thermal Modeling Using Infrared Thermal Imaging. - Sheriff Sadiqbatcha; Jinwei Zhang; Hengyang Zhao; Hussam Amrouch; Jörg Henkel; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Interaction-Aware Cut-In Trajectory Prediction and Risk Assessment in Mixed Traffic. - Xianglei Zhu; Wen Hu 002; Zejian Deng; Jinwei Zhang; Fengqing Hu; Rui Zhou; Keqiu Li; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2022)

Risk Assessment and Mitigation in Local Path Planning for Autonomous Vehicles With LSTM Based Predictive Model. - Hong Wang 014; Bing Lu; Jun Li 082; Teng Liu; Yang Xing; Chen Lv; Dongpu Cao; Jingxuan Li; Jinwei Zhang; Ehsan Hashemi (IEEE Trans Autom. Sci. Eng., 2022)

Real-Time Full-Chip Thermal Tracking: A Post-Silicon, Machine Learning Perspective. - Sheriff Sadiqbatcha; Jinwei Zhang; Hussam Amrouch; Sheldon X.-D. Tan (IEEE Trans. Computers, 2022)

Full-Chip Power Density and Thermal Map Characterization for Commercial Microprocessors Under Heat Sink Cooling. - Jinwei Zhang; Sheriff Sadiqbatcha; Michael O'Dea; Hussam Amrouch; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Learning Based Spatial Power Characterization and Full-Chip Power Estimation for Commercial TPUs. - Jincong Lu; Jinwei Zhang; Wentian Jin; Sachin Sachdeva; Sheldon X.-D. Tan (ASP-DAC, 2023)

Real-time Thermal Map Estimation for AMD Multi-Core CPUs Using Transformer. - Jincong Lu; Jinwei Zhang; Sheldon X.-D. Tan (ICCAD, 2023)

Multivariate Time Series Anomaly Detection in a Regularization Perspective. - Qi Guo; Jinwei Zhang; Yong Chen; Ruochen Liu (ICCAI, 2023)

Spatially Covariant Lesion Segmentation. - Hang Zhang 010; Rongguang Wang; Jinwei Zhang; Dongdong Liu; Chao Li; Jiahao Li 006 (IJCAI, 2023)

DeDA: Deep Directed Accumulator. - Hang Zhang 010; Rongguang Wang; Renjiu Hu; Jinwei Zhang; Jiahao Li 006 (MICCAI (2), 2023)

Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature. - Sachin Sachdeva; Jinwei Zhang; Hussam Amrouch; Sheldon X.-D. Tan (SMACD, 2023)

Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase. - Jinwei Zhang; Alexey Dimov; Chao Li; Hang Zhang; Thanh D. Nguyen; Pascal Spincemaille; Yi Wang (CoRR, 2023)

DAGrid: Directed Accumulator Grid. - Hang Zhang 010; Renjiu Hu; Xiang Chen 008; Rongguang Wang; Jinwei Zhang; Jiahao Li 006 (CoRR, 2023)

RimSet: Quantitatively Identifying and Characterizing Chronic Active Multiple Sclerosis Lesion on Quantitative Susceptibility Maps. - Hang Zhang; Thanh D. Nguyen; Jinwei Zhang; Renjiu Hu; Susan A. Gauthier; Yi Wang (CoRR, 2023)

Lightweight Scene Text Recognition Based on Transformer. - Xin Luan; Jinwei Zhang; Miaomiao Xu; Wushouer Silamu; Yanbing Li (Sensors, 2023)

Hot-spot aware thermoelectric array based cooling for multicore processors. - Jinwei Zhang; Sheriff Sadiqbatcha; Liang Chen 025; Cuong Thi; Sachin Sachdeva; Hussam Amrouch; Sheldon X.-D. Tan (Integr., 2023)

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping. - Jinwei Zhang; Pascal Spincemaille; Hang Zhang 010; Thanh D. Nguyen; Chao Li; Jiahao Li 006; Ilhami Kovanlikaya; Mert R. Sabuncu; Yi Wang 028 (NeuroImage, 2023)

Hot-Trim: Thermal and Reliability Management for Commercial Multicore Processors Considering Workload Dependent Hot Spots. - Jinwei Zhang; Sheriff Sadiqbatcha; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

A Parametric Study of MPSO-ANN Techniques in Gas-Bearing Distribution Prediction Using Multicomponent Seismic Data. - Jiuqiang Yang; Niantian Lin; Kai Zhang; Lingyun Jia; Dong Zhang; Guihua Li; Jinwei Zhang (Remote. Sens., 2023)

Deep reinforcement learning-based edge computing offloading algorithm for software-defined IoT. - Xiaojuan Zhu; Tianhao Zhang; Jinwei Zhang; Bao Zhao; Shunxiang Zhang; Cai Wu (Comput. Networks, 2023)

Thermoelectric Cooler Modeling and Optimization via Surrogate Modeling Using Implicit Physics-Constrained Neural Networks. - Liang Chen 025; Wentian Jin; Jinwei Zhang; Sheldon X.-D. Tan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Graph-based Dynamic Domain Selection for Dialogue State Tracking. - Shuangyong Song; Jinwei Zhang; Hao Huang 009; Hongyan Xie; Haoxiang Su; Mengxiang Li; Zhongjiang He; Yongxiang Li; Ruiyu Fang (IJCNN, 2024)

Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion. - Jinwei Zhang; Lianrui Zuo; Blake E. Dewey; Samuel W. Remedios; Dzung L. Pham; Aaron Carass; Jerry L. Prince (ISBI, 2024)

STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics. - Jiawen Chen 002; Muqing Zhou; Wenrong Wu; Jinwei Zhang; Yun Li; Didong Li (NeurIPS, 2024)

Unique MS Lesion Identification from MRI. - Carlos A. Rivas; Jinwei Zhang; Shuwen Wei; Samuel W. Remedios; Aaron Carass; Jerry L. Prince (CoRR, 2024)

Implicit neural representation for free-breathing MR fingerprinting (INR-MRF): co-registered 3D whole-liver water T1, water T2, proton density fat fraction, and R2* mapping. - Chao Li; Jiahao Li 006; Jinwei Zhang; Eddy Solomon; Alexey V. Dimov; Pascal Spincemaille; Thanh D. Nguyen; Martin R. Prince; Yi Wang 028 (CoRR, 2024)

Opinions dynamics for a generalized nonlinear model with state-dependent susceptibility in signed networks on time scales. - Jinwei Zhang; Wenbing Zhang (J. Frankl. Inst., 2024)

A PVT-robust Gm-R-based residue amplifier with folded positive feedback technique. - Haolin Han; Jinwei Zhang; Ruili Ren; Yi Shen 007; Shubin Liu; Ruixue Ding (Microelectron. J., 2024)

3-D Attributed Scattering Center Model of Dynamic Group Targets by Forward Parametric Modeling Method. - Shaoran Wang; Mengmeng Li; Jinwei Zhang; Chunmao Ye; Dazhi Ding (IEEE Trans. Geosci. Remote. Sens., 2024)

Intelligent Path Planning with an Improved Sparrow Search Algorithm for Workshop UAV Inspection. - Jinwei Zhang; Xijing Zhu; Jing Li (Sensors, 2024)

Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing. - Hang Zhang 010; Renjiu Hu; Xiang Chen 008; Min Liu 008; Yaonan Wang 001; Rongguang Wang; Jinwei Zhang; Gaolei Li; Xinxing Cheng; Jinming Duan 001 (IPMI (1), 2025)

ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement. - Samuel W. Remedios; Shuwen Wei; Shuo Han 001; Jinwei Zhang; Aaron Carass; Kurt G. Schilling; Dzung L. Pham; Jerry L. Prince; Blake E. Dewey (CoRR, 2025)

PortLaneNet: Enhancing Port RTG Lane Detection With Explicit Feature Learning Network. - Jinwei Zhang; Jinya Su; Jun Yang 011; Junming Hong; Yiming Cao (IEEE Trans. Ind. Informatics, 2025)