| 2024 | FCCM | Accelerating ViT Inference on FPGA through Static and Dynamic Pruning. | Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna |
| 2024 | FCCM | GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA. | Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna |
| 2024 | ICIP | A Single Graph Convolution is All You Need: Efficient Grayscale Image Classification. | Jacob Fein-Ashley, Sachini Wickramasinghe, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna |
| 2023 | FPL | Exploiting On-Chip Heterogeneity of Versal Architecture for GNN Inference Acceleration. | Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna |
| 2022 | FPGA | HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. | Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna |
| 2022 | FPGA | DecGNN: A Framework for Mapping Decoupled GNN Models onto CPU-FPGA Heterogeneous Platform. | Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna |
| 2022 | FPL | Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA. | Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart |
| 2022 | HiPC | Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform. | Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna |
| 2021 | FCCM | BoostGCN: A Framework for Optimizing GCN Inference on FPGA. | Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna |
| 2021 | FPGA | A Framework for Optimizing GCN Inference on FPGA. | Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna |
| 2021 | HiPC | Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms. | Madhav Aggarwal, Bingyi Zhang, Viktor K. Prasanna |
| 2020 | FCCM | Accelerating Large Scale GCN Inference on FPGA. | Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna |
| 2018 | WWW | P3RPQ: Pregel-Based Parallel Provenance-Aware Regular Path Query Processing on Large RDF Graphs. | Yueqi Xin, Bingyi Zhang, Xin Wang, Qiang Xu, Zhiyong Feng |
| 2004 | ICARCV | Simulation of network traffic and its application. | Bingyi Zhang, Yamin Sun |