| A Compilation Flow for the Generation of CNN Inference Accelerators on FPGAs | Mar 8, 2022 | CPUHigh-Level Synthesis | —Unverified | 0 |
| Towards Enabling Dynamic Convolution Neural Network Inference for Edge Intelligence | Feb 18, 2022 | High-Level Synthesis | —Unverified | 0 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration | Jan 20, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing | Jan 18, 2022 | BenchmarkingFeature Engineering | —Unverified | 0 |
| Hardware-Efficient Deconvolution-Based GAN for Edge Computing | Jan 18, 2022 | Edge-computingHigh-Level Synthesis | CodeCode Available | 0 |
| VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer | Jan 17, 2022 | High-Level SynthesisQuantization | —Unverified | 0 |
| A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration | Nov 29, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks | Nov 17, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| A system on chip for melanoma detection using FPGA-based SVM classifier | Sep 30, 2021 | ClassificationHigh-Level Synthesis | —Unverified | 0 |
