Jinwei Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Lesion Segmentation

Reinforcement Learning

Multicore Processors

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Shaoran Wang, Mengmeng Li, Jinwei Zhang, Chunmao Ye, Dazhi Ding
3-D Attributed Scattering Center Model of Dynamic Group Targets by Forward Parametric Modeling Method. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Haolin Han, Jinwei Zhang, Ruili Ren, Yi Shen, Shubin Liu, Ruixue Ding
A PVT-robust Gm-R-based residue amplifier with folded positive feedback technique. Microelectron. J. 151 (2024)
Jinwei Zhang, Xijing Zhu, Jing Li
Intelligent Path Planning with an Improved Sparrow Search Algorithm for Workshop UAV Inspection. Sensors 24 (4) (2024)
Jiawen Chen, Muqing Zhou, Wenrong Wu, Jinwei Zhang, Yun Li, Didong Li
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics. CoRR (2024)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li
Spatially Covariant Lesion Segmentation. IJCAI (2023)
Hang Zhang, Thanh D. Nguyen, Jinwei Zhang, Renjiu Hu, Susan A. Gauthier, Yi Wang
RimSet: Quantitatively Identifying and Characterizing Chronic Active Multiple Sclerosis Lesion on Quantitative Susceptibility Maps. CoRR (2023)
Qi Guo, Jinwei Zhang, Yong Chen, Ruochen Liu
Multivariate Time Series Anomaly Detection in a Regularization Perspective. ICCAI (2023)
Jinwei Zhang, Alexey Dimov, Chao Li, Hang Zhang, Thanh D. Nguyen, Pascal Spincemaille, Yi Wang
Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase. CoRR (2023)
Hang Zhang, Renjiu Hu, Xiang Chen, Rongguang Wang, Jinwei Zhang, Jiahao Li
DAGrid: Directed Accumulator Grid. CoRR (2023)
Jincong Lu, Jinwei Zhang, Sheldon X.-D. Tan
Real-time Thermal Map Estimation for AMD Multi-Core CPUs Using Transformer. ICCAD (2023)
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion. CoRR (2023)
Xiaojuan Zhu, Tianhao Zhang, Jinwei Zhang, Bao Zhao, Shunxiang Zhang, Cai Wu
Deep reinforcement learning-based edge computing offloading algorithm for software-defined IoT. Comput. Networks 235 (2023)
Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li
DeDA: Deep Directed Accumulator. MICCAI (2) (2023)
Jinwei Zhang, Sheriff Sadiqbatcha, Sheldon X.-D. Tan
Hot-Trim: Thermal and Reliability Management for Commercial Multicore Processors Considering Workload Dependent Hot Spots. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (7) (2023)
Jinwei Zhang, Sheriff Sadiqbatcha, Liang Chen, Cuong Thi, Sachin Sachdeva, Hussam Amrouch, Sheldon X.-D. Tan
Hot-spot aware thermoelectric array based cooling for multicore processors. Integr. 89 (2023)
Jincong Lu, Jinwei Zhang, Wentian Jin, Sachin Sachdeva, Sheldon X.-D. Tan
Learning Based Spatial Power Characterization and Full-Chip Power Estimation for Commercial TPUs. ASP-DAC (2023)
Jiuqiang Yang, Niantian Lin, Kai Zhang, Lingyun Jia, Dong Zhang, Guihua Li, Jinwei Zhang
A Parametric Study of MPSO-ANN Techniques in Gas-Bearing Distribution Prediction Using Multicomponent Seismic Data. Remote. Sens. 15 (16) (2023)
Jinwei Zhang, Pascal Spincemaille, Hang Zhang, Thanh D. Nguyen, Chao Li, Jiahao Li, Ilhami Kovanlikaya, Mert R. Sabuncu, Yi Wang
LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping. NeuroImage 268 (2023)
Liang Chen, Wentian Jin, Jinwei Zhang, Sheldon X.-D. Tan
Thermoelectric Cooler Modeling and Optimization via Surrogate Modeling Using Implicit Physics-Constrained Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li
Spatially Covariant Lesion Segmentation. CoRR (2023)
Sachin Sachdeva, Jinwei Zhang, Hussam Amrouch, Sheldon X.-D. Tan
Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature. SMACD (2023)
Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li
DeDA: Deep Directed Accumulator. CoRR (2023)
Xin Luan, Jinwei Zhang, Miaomiao Xu, Wushouer Silamu, Yanbing Li
Lightweight Scene Text Recognition Based on Transformer. Sensors 23 (9) (2023)
Xianglei Zhu, Wen Hu, Zejian Deng, Jinwei Zhang, Fengqing Hu, Rui Zhou, Keqiu Li, Fei-Yue Wang
Interaction-Aware Cut-In Trajectory Prediction and Risk Assessment in Mixed Traffic. IEEE CAA J. Autom. Sinica 9 (10) (2022)
Jinwei Zhang, Pascal Spincemaille, Hang Zhang, Thanh D. Nguyen, Chao Li, Jiahao Li, Ilhami Kovanlikaya, Mert R. Sabuncu, Yi Wang
LARO: Learned Acquisition and Reconstruction Optimization to accelerate Quantitative Susceptibility Mapping. CoRR (2022)
Jinwei Zhang, Sheriff Sadiqbatcha, Michael O'Dea, Hussam Amrouch, Sheldon X.-D. Tan
Full-Chip Power Density and Thermal Map Characterization for Commercial Microprocessors Under Heat Sink Cooling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Hong Wang, Bing Lu, Jun Li, Teng Liu, Yang Xing, Chen Lv, Dongpu Cao, Jingxuan Li, Jinwei Zhang, Ehsan Hashemi
Risk Assessment and Mitigation in Local Path Planning for Autonomous Vehicles With LSTM Based Predictive Model. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Sheriff Sadiqbatcha, Jinwei Zhang, Hussam Amrouch, Sheldon X.-D. Tan
Real-Time Full-Chip Thermal Tracking: A Post-Silicon, Machine Learning Perspective. IEEE Trans. Computers 71 (6) (2022)
Chao Li, Hang Zhang, Jinwei Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network. CoRR (2021)
Sheriff Sadiqbatcha, Jinwei Zhang, Hengyang Zhao, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan
Post-Silicon Heat-Source Identification and Machine-Learning-Based Thermal Modeling Using Infrared Thermal Imaging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (4) (2021)
Jinwei Zhang, Hang Zhang, Chao Li, Pascal Spincemaille, Mert R. Sabuncu, Thanh D. Nguyen, Yi Wang
Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction. MICCAI (6) (2021)
Jinwei Zhang, Hang Zhang, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping. MIDL (2021)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
NeRD: Neural Representation of Distribution for Medical Image Segmentation. CoRR (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for Medical Image Reconstruction and Segmentation. AAAI (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation. ISBI (2021)
Wentian Jin, Sheriff Sadiqbatcha, Jinwei Zhang, Sheldon X.-D. Tan
Full-Chip Thermal Map Estimation for Commercial Multi-Core CPUs with Generative Adversarial Learning. ICCAD (2020)
Xiaowei Guo, Teng Liu, Bangbei Tang, Xiaolin Tang, Jinwei Zhang, Wenhao Tan, Shufeng Jin
Transfer Deep Reinforcement Learning-Enabled Energy Management Strategy for Hybrid Tracked Vehicle. IEEE Access 8 (2020)
Ramin Jafari, Pascal Spincemaille, Jinwei Zhang, Thanh D. Nguyen, Martin R. Prince, Xianfu Luo, Junghun Cho, Daniel Margolis, Yi Wang
Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training. CoRR (2020)
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI. CoRR (2020)
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation. CoRR (2020)
Wentian Jin, Sheriff Sadiqbatcha, Jinwei Zhang, Sheldon X.-D. Tan
EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks. CoRR (2020)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation. CoRR (2020)
Jinwei Zhang, Sheriff Sadiqbatcha, Wentian Jin, Sheldon X.-D. Tan
Accurate Power Density Map Estimation for Commercial Multi-Core Microprocessors. DATE (2020)
Teng Liu, Xiaolin Tang, Jinwei Zhang, Wenhao Tan, Yang Xing, Dongpu Cao
Driving Conditions-Driven Energy Management for Hybrid Electric Vehicles: A Review. CoRR (2020)
Jinwei Zhang, Hang Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping. MIDL (2020)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss for Deep Multiple Sclerosis lesion Segmentation. CoRR (2020)
Teng Liu, Xiaolin Tang, Xiaosong Hu, Wenhao Tan, Jinwei Zhang
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences. CoRR (2020)
Sheriff Sadiqbatcha, Yue Zhao, Jinwei Zhang, Hussam Amrouch, Jörg Henkel, Sheldon X.-D. Tan
Machine Learning Based Online Full-Chip Heatmap Estimation. ASP-DAC (2020)
Jinwei Zhang, Sheriff Sadiqbatcha, Yuanqi Gao, Michael O'Dea, Nanpeng Yu, Sheldon X.-D. Tan
HAT-DRL: Hotspot-Aware Task Mapping for Lifetime Improvement of Multicore System using Deep Reinforcement Learning. MLCAD (2020)
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI. MLMIR@MICCAI (2020)
Teng Liu, Xiaolin Tang, Jinwei Zhang, Wenbo Li, Zejian Deng, Yalian Yang
Reinforcement Learning-Enabled Decision-Making Strategies for a Vehicle-Cyber-Physical-System in Connected Environment. CoRR (2020)
Xiaowei Guo, Teng Liu, Bangbei Tang, Xiaolin Tang, Jinwei Zhang, Wenhao Tan, Shufeng Jin
Transfer Deep Reinforcement Learning-enabled Energy Management Strategy for Hybrid Tracked Vehicle. CoRR (2020)
Jinwei Zhang, Zhe Liu, Shun Zhang, Hang Zhang, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction. NeuroImage 211 (2020)
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
RSANet: Recurrent Slice-Wise Attention Network for Multiple Sclerosis Lesion Segmentation. MICCAI (3) (2019)
Xiaojuan Zhu, Kuan-Ching Li, Jinwei Zhang, Shunxiang Zhang
Distributed Reliable and Efficient Transmission Task Assignment for WSNs. Sensors 19 (22) (2019)
Jinwei Zhang, Handong Huang, Tao Liu, Chen Zhang
Multiscale Fractures Characterization Based on Ant Colony Optimization and Two-Dimensional Variational Mode Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (7) (2018)
Enwang Wang, Enda Wang, Liang Fan, Jinwei Zhang, Xuehai Huang
云量分割在空间目标观测中的研究 (Research of Cloud Segmentation in Space Target Observation). 计算机科学 45 (6A) (2018)
Jinwei Zhang, Ortrud Jäck, Alexander Menegat, Gen Li, Xiu Wang
Chlorophyll Fluorescence Measurement: A New Method to Test the Effect of Two Adjuvants on the Efficacy of Topramezone on Weeds. CCTA (1) (2017)
Siddharthan Rajasekaran, Jinwei Zhang, Jie Fu
Inverse Reinforce Learning with Nonparametric Behavior Clustering. CoRR (2017)
Jinwei Zhang, Yong Zhang, Qingcheng Hu, Hongliang Tian, Chunxiao Xing
A Big Data Analysis Platform for Healthcare on Apache Spark. ICSH (2016)
Chunyang Yang, Bobo Duan, Wei Liu, Jinwei Zhang
A Dynamic Feature Selection Method for Vision Based Vehicle Recognition. CSIE (5) (2009)