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Bingyi Zhang
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2020 – today
- 2024
- [j16]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): 707-719 (2024) - [i15]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 abs/2401.02687 (2024) - [i14]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 abs/2403.14047 (2024) - [i13]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 abs/2404.04527 (2024) - [i12]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 abs/2404.07188 (2024) - 2023
- [j15]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: 88059-88073 (2023) - [j14]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: 132955-132965 (2023) - [j13]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): 2580-2597 (2023) - [c29]Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna:
Exploiting On-Chip Heterogeneity of Versal Architecture for GNN Inference Acceleration. FPL 2023: 219-227 - [c28]Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Performance of Graph Neural Networks for Point Cloud Applications. HPEC 2023: 1-7 - [c27]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA. HPEC 2023: 1-7 - [c26]Bingyi Zhang, Viktor K. Prasanna:
Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation. IPDPS 2023: 233-244 - [i11]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. CoRR abs/2301.01454 (2023) - [i10]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN Inference. CoRR abs/2302.01769 (2023) - [i9]Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna:
HitGNN: High-throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform. CoRR abs/2303.01568 (2023) - [i8]Bingyi Zhang, Viktor K. Prasanna:
Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation. CoRR abs/2303.12901 (2023) - [i7]Bingyi Zhang, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Graph Neural Network for Accurate and Low-complexity SAR ATR. CoRR abs/2305.07119 (2023) - [i6]Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna:
Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration. CoRR abs/2308.02749 (2023) - [i5]Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Performance of Graph Neural Networks for Point Cloud Applications. CoRR abs/2309.09142 (2023) - 2022
- [j12]Qiaoshan Li
, Aimin Liu
, Bingyi Zhang:
Analysis of a Combined-Type Axial-Flux Permanent Magnet Machine. IEEE Access 10: 32022-32033 (2022) - [c25]Yi-Chien Lin
, Bingyi Zhang, Viktor K. Prasanna
:
Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform. CARLA 2022: 16-30 - [c24]Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna:
HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. FPGA 2022: 123-133 - [c23]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
DecGNN: A Framework for Mapping Decoupled GNN Models onto CPU-FPGA Heterogeneous Platform. FPGA 2022: 154 - [c22]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart:
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. FPL 2022: 1-8 - [c21]Soundarya Jayaraman, Bingyi Zhang, Viktor K. Prasanna:
Hypersort: High-performance Parallel Sorting on HBM-enabled FPGA. FPT 2022: 1-11 - [c20]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform. HIPC 2022: 11-21 - [c19]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: 1-7 - [c18]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: 1-7 - [c17]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: 1108-1117 - [i4]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 abs/2203.05095 (2022) - [i3]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform. CoRR abs/2206.08536 (2022) - [i2]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 abs/2208.10593 (2022) - 2021
- [j11]Zeyu Liu
, Yan Hu, Jiacheng Wu, Bingyi Zhang, Guihong Feng:
A Novel Modular Permanent Magnet-Assisted Synchronous Reluctance Motor. IEEE Access 9: 19947-19959 (2021) - [j10]Yunfei Liu
, Bingyi Zhang
, Ming Zong
, Guihong Feng
, Baoping Gan
:
Magnetic Field Prediction of Module-Combined Stator Permanent Magnet Synchronous Motor Based on a Nonlinear Hybrid Analytical Model. IEEE Access 9: 122486-122494 (2021) - [j9]Gongfei He, Bingyi Zhang, Guihong Feng:
Power balanced control of rectifier permanent magnet generator sets. J. Intell. Fuzzy Syst. 40(2): 2993-3003 (2021) - [j8]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): 632-636 (2021) - [c16]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna:
BoostGCN: A Framework for Optimizing GCN Inference on FPGA. FCCM 2021: 29-39 - [c15]Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna:
A Framework for Optimizing GCN Inference on FPGA. FPGA 2021: 145 - [c14]Madhav Aggarwal, Bingyi Zhang, Viktor K. Prasanna:
Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms. HiPC 2021: 370-375 - [c13]Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna:
GCN Inference Acceleration using High-Level Synthesis. HPEC 2021: 1-6 - [c12]Bingyi Zhang, Sanmukh R. Kuppannagari
, Rajgopal Kannan, Viktor K. Prasanna:
Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform. HPEC 2021: 1-7 - [i1]Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna:
HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. CoRR abs/2112.11684 (2021) - 2020
- [j7]Bingyi Zhang, Baoping Gan
, Qiaoshan Li:
Analysis of a Fault-Tolerant Module-Combined Stator Permanent Magnet Synchronous Machine. IEEE Access 8: 70438-70452 (2020) - [j6]Yingying Xu
, Bingyi Zhang
, Guihong 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: 155721-155731 (2020) - [j5]Baoping Gan
, Bingyi Zhang, Qiaoshan Li, Guihong 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: 166824-166838 (2020) - [j4]Jiaxu Zhang
, Bingyi Zhang
, Guihong 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: 182984-182995 (2020) - [j3]Yingying Xu
, Bingyi Zhang
, Guihong Feng:
Analysis of Unwinding Stator Module Combined Permanent Magnet Synchronous Machine. IEEE Access 8: 191901-191909 (2020) - [j2]Jiaxu Zhang
, Bingyi Zhang
, Guihong Feng
:
Influence of Introducing the Rotor MMF Harmonic on Torque Performance of Spoke Type Permanent Magnet Motor With FSCW. IEEE Access 8: 196123-196134 (2020) - [c11]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
Hardware Acceleration of Large Scale GCN Inference. ASAP 2020: 61-68 - [c10]Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna:
Accelerating Large Scale GCN Inference on FPGA. FCCM 2020: 241 - [c9]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: 1-6
2010 – 2019
- 2019
- [j1]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 66-II(12): 2052-2056 (2019) - [c8]Jun Yin, Jun Han, Chenghao Wang, Bingyi Zhang, Xiaoyang Zeng:
A Skeleton-based Action Recognition System for Medical Condition Detection. BioCAS 2019: 1-4 - 2018
- [c7]Bingyi Zhang, Xin Li, Jun Han, Xiaoyang Zeng:
MiniTracker: A Lightweight CNN-based System for Visual Object Tracking on Embedded Device. DSP 2018: 1-5 - [c6]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: 19-20 - 2017
- [c5]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 - 2016
- [c4]Junzhao Zhang, Bingyi Zhang, Xiaowang Zhang, Zhiyong Feng:
IRSMG: Accelerating Inexact RDF Subgraph Matching on the GPU. ISWC (Posters & Demos) 2016
2000 – 2009
- 2008
- [c3]Bingyi Zhang, Liang Sun, Minghui Li:
Research of Multipole Permanent Magnet Synchronous Motor for Gearless Oilfield Mud Pump. PACIIA (2) 2008: 617-621 - 2004
- [c2]Bingyi Zhang, Yamin Sun:
Simulation of network traffic and its application. ICARCV 2004: 2185-2187 - [c1]Bingyi Zhang, Yamin Sun:
Cooperation of RSVP, DiffServ for frequent and fast Intersubnet Handoff. ISPAN 2004: 429-433
Coauthor Index
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