Bingyi Zhang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 58

Top Topics

Permanent Magnet

Automatic Target Recognition

Top Venues

Publications

Sasindu Wijeratne, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images. CoRR (2024)
Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA. CoRR (2024)
Sachini Wickramasinghe, Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA. CoRR (2024)
Jacob Fein-Ashley, Tian Ye, Sachini Wickramasinghe, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification. CoRR (2024)
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
HitGNN: High-Throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform. IEEE Trans. Parallel Distributed Syst. 35 (5) (2024)
Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning. CoRR (2024)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN Inference. CoRR (2023)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference. IEEE Trans. Parallel Distributed Syst. 34 (9) (2023)
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
HitGNN: High-throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform. CoRR (2023)
Bingyi Zhang, Viktor K. Prasanna
Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation. CoRR (2023)
Kai Li, Bingyi Zhang, Guihong Feng, Kai Liu
No-Load Characteristic Analysis of Single/Three-Phase Dual-Port Permanent Magnet Synchronous Generator With Eccentric Magnetic Metal Block Based on Nonlinear Magnetic Field Analytical Method. IEEE Access 11 (2023)
Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna
Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration. CoRR (2023)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. CoRR (2023)
Bingyi Zhang, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Graph Neural Network for Accurate and Low-complexity SAR ATR. CoRR (2023)
Jiacheng Wu, Guihong Feng, Yan Hu, Bingyi Zhang, Zeyu Liu
Analysis of Limiting Output Capacity of Low-Speed and High-Torque Surface-Mounted Permanent Magnet Motor Considering Resistance Voltage Drop. IEEE Access 11 (2023)
Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna
Exploiting On-Chip Heterogeneity of Versal Architecture for GNN Inference Acceleration. FPL (2023)
Bingyi Zhang, Viktor K. Prasanna
Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation. IPDPS (2023)
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Performance of Graph Neural Networks for Point Cloud Applications. HPEC (2023)
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Performance of Graph Neural Networks for Point Cloud Applications. CoRR (2023)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA. HPEC (2023)
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform. CARLA (2022)
Qiaoshan Li, Aimin Liu, Bingyi Zhang
Analysis of a Combined-Type Axial-Flux Permanent Magnet Machine. IEEE Access 10 (2022)
Sasindu Wijeratne, Akhilesh R. Jaiswal, Ajey P. Jacob, Bingyi Zhang, Viktor K. Prasanna
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA. HPEC (2022)
Hongkuan Zhou, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA. IPDPS (2022)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform. HIPC (2022)
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. FPGA (2022)
Soundarya Jayaraman, Bingyi Zhang, Viktor K. Prasanna
Hypersort: High-performance Parallel Sorting on HBM-enabled FPGA. FPT (2022)
Bingyi Zhang, Akhilesh R. Jaiswal, Clynn Mathew, Ravi Teja Lakkireddy, Ajey P. Jacob, Sasindu Wijeratne, Viktor K. Prasanna
Modeling the Energy Efficiency of GEMM using Optical Random Access Memory. HPEC (2022)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform. CoRR (2022)
Hongkuan Zhou, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA. CoRR (2022)
Sasindu Wijeratne, Akhilesh R. Jaiswal, Ajey P. Jacob, Bingyi Zhang, Viktor K. Prasanna
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA. CoRR (2022)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
DecGNN: A Framework for Mapping Decoupled GNN Models onto CPU-FPGA Heterogeneous Platform. FPGA (2022)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. FPL (2022)
Hai-Bao Chen, Shan Jiang, Guanghui He, Bingyi Zhang, Hao Yu
TEANS: A Target Enhancement and Attenuated Nonmaximum Suppression Object Detector for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18 (4) (2021)
Gongfei He, Bingyi Zhang, Gui-Hong Feng
Power balanced control of rectifier permanent magnet generator sets. J. Intell. Fuzzy Syst. 40 (2) (2021)
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. CoRR (2021)
Bingyi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform. HPEC (2021)
Yunfei Liu, Bingyi Zhang, Ming Zong, Gui-Hong Feng, Baoping Gan
Magnetic Field Prediction of Module-Combined Stator Permanent Magnet Synchronous Motor Based on a Nonlinear Hybrid Analytical Model. IEEE Access 9 (2021)
Zeyu Liu, Yan Hu, Jiacheng Wu, Bingyi Zhang, Gui-Hong Feng
A Novel Modular Permanent Magnet-Assisted Synchronous Reluctance Motor. IEEE Access 9 (2021)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna
A Framework for Optimizing GCN Inference on FPGA. FPGA (2021)
Madhav Aggarwal, Bingyi Zhang, Viktor K. Prasanna
Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms. HiPC (2021)
Yi Chien Lin, Bingyi Zhang, Viktor K. Prasanna
GCN Inference Acceleration using High-Level Synthesis. HPEC (2021)
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna
BoostGCN: A Framework for Optimizing GCN Inference on FPGA. FCCM (2021)
Bingyi Zhang, Peining Zhen, Junyan Yang, Saisai Niu, Hang Yi, Hai-Bao Chen
ABCD: A Compact Object Detector Based on Channel Quantization and Tensor Decomposition. ICCE-Berlin (2020)
Jiaxu Zhang, Bingyi Zhang, Gui-Hong Feng
Influence of Introducing the Rotor MMF Harmonic on Torque Performance of Spoke Type Permanent Magnet Motor With FSCW. IEEE Access 8 (2020)
Bingyi Zhang, Baoping Gan, Qiaoshan Li
Analysis of a Fault-Tolerant Module-Combined Stator Permanent Magnet Synchronous Machine. IEEE Access 8 (2020)
Yingying Xu, Bingyi Zhang, Gui-Hong Feng
Research on Thermal Capacity of a High-Torque-Density Direct Drive Permanent Magnet Synchronous Machine Based on a Temperature Cycling Module. IEEE Access 8 (2020)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
Hardware Acceleration of Large Scale GCN Inference. ASAP (2020)
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
Accelerating Large Scale GCN Inference on FPGA. FCCM (2020)
Baoping Gan, Bingyi Zhang, Qiaoshan Li, Gui-Hong Feng, Guangkuo Li
Research on Operation of Low-Speed and High-Torque Module Combined Stator Permanent Magnetic Fault-Tolerant Motor With Unequal Span Winding. IEEE Access 8 (2020)
Jiaxu Zhang, Bingyi Zhang, Gui-Hong Feng, Baoping Gan
Design and Analysis of a Low-Speed and High-Torque Dual-Stator Permanent Magnet Motor With Inner Enhanced Torque. IEEE Access 8 (2020)
Yingying Xu, Bingyi Zhang, Gui-Hong Feng
Analysis of Unwinding Stator Module Combined Permanent Magnet Synchronous Machine. IEEE Access 8 (2020)
Jun Yin, Jun Han, Chenghao Wang, Bingyi Zhang, Xiaoyang Zeng
A Skeleton-based Action Recognition System for Medical Condition Detection. BioCAS (2019)
Bingyi Zhang, Jun Han, Zhize Huang, Jianwei Yang, Xiaoyang Zeng
A Real-Time and Hardware-Efficient Processor for Skeleton-Based Action Recognition With Lightweight Convolutional Neural Network. IEEE Trans. Circuits Syst. II Express Briefs (12) (2019)
Bingyi Zhang, Xin Li, Jun Han, Xiaoyang Zeng
MiniTracker: A Lightweight CNN-based System for Visual Object Tracking on Embedded Device. DSL (2018)
Yueqi Xin, Bingyi Zhang, Xin Wang, Qiang Xu, Zhiyong Feng
P3RPQ: Pregel-Based Parallel Provenance-Aware Regular Path Query Processing on Large RDF Graphs. WWW (Companion Volume) (2018)
Wenwen Li, Bingyi Zhang, Guozheng Rao, Renhai Chen, Zhiyong Feng
Hash Tree Indexing for Fast SPARQL Query in Large Scale RDF Data Management Systems. ISWC (Posters, Demos & Industry Tracks) (2017)
Junzhao Zhang, Bingyi Zhang, Xiaowang Zhang, Zhiyong Feng
IRSMG: Accelerating Inexact RDF Subgraph Matching on the GPU. ISWC (Posters & Demos) (2016)
Bingyi Zhang, Liang Sun, Minghui Li
Research of Multipole Permanent Magnet Synchronous Motor for Gearless Oilfield Mud Pump. PACIIA (2) (2008)
Bingyi Zhang, Yamin Sun
Simulation of network traffic and its application. ICARCV (2004)
Bingyi Zhang, Yamin Sun
Cooperation of RSVP, DiffServ for frequent and fast Intersubnet Handoff. ISPAN (2004)