Bingyi Zhang

发表

Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

V. Prasanna, Hanqing Zeng, Bingyi Zhang, 2022, ArXiv.

Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA

V. Prasanna, A. Jaiswal, Bingyi Zhang, 2022, 2022 IEEE High Performance Extreme Computing Conference (HPEC).

Modeling the Energy Efficiency of GEMM using Optical Random Access Memory

V. Prasanna, A. Jaiswal, Bingyi Zhang, 2022, 2022 IEEE High Performance Extreme Computing Conference (HPEC).

Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms

V. Prasanna, Bingyi Zhang, Madhav Aggarwal, 2021, 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC).

Hypersort: High-performance Parallel Sorting on HBM-enabled FPGA

V. Prasanna, Bingyi Zhang, Soundarya Jayaraman, 2022, 2022 International Conference on Field-Programmable Technology (ICFPT).

GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN Inference

V. Prasanna, Hanqing Zeng, Bingyi Zhang, 2023, ArXiv.

HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform pdf

Viktor Prasanna, Yi-Chien Lin, Bingyi Zhang, 2021, FPGA.

Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform

Viktor K. Prasanna, Rajgopal Kannan, Sanmukh R. Kuppannagari, 2021, 2021 IEEE High Performance Extreme Computing Conference (HPEC).

BoostGCN: A Framework for Optimizing GCN Inference on FPGA

Viktor K. Prasanna, Rajgopal Kannan, Bingyi Zhang, 2021, 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA

Carl E. Busart, V. Prasanna, R. Kannan, 2022, 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

GCN Inference Acceleration using High-Level Synthesis

Viktor K. Prasanna, Bingyi Zhang, Yi Chien Lin, 2021, 2021 IEEE High Performance Extreme Computing Conference (HPEC).

HitGNN: High-throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform

V. Prasanna, Bingyi Zhang, Yi-Chien Lin, 2023, ArXiv.

Hardware Acceleration of Large Scale GCN Inference

Viktor Prasanna, Hanqing Zeng, Bingyi Zhang, 2020, 2020 IEEE 31st International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Exploiting On-Chip Heterogeneity of Versal Architecture for GNN Inference Acceleration

V. Prasanna, Bingyi Zhang, Sasindu Wijeratne, 2023, 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL).

Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

V. Prasanna, Hanqing Zeng, Bingyi Zhang, 2022, 2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC).

GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference

V. Prasanna, Hanqing Zeng, Bingyi Zhang, 2023, IEEE Transactions on Parallel and Distributed Systems.

Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation

V. Prasanna, Bingyi Zhang, 2023, 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Accelerating Large Scale GCN Inference on FPGA

Viktor Prasanna, Hanqing Zeng, Bingyi Zhang, 2020, 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).