| 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 |
| Accelerating Markov Random Field Inference with Uncertainty Quantification | Aug 2, 2021 | GPUHigh-Level Synthesis | —Unverified | 0 |
| A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC | May 4, 2021 | Data CompressionHigh-Level Synthesis | —Unverified | 0 |
| IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning | Feb 16, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Embeddings in Natural Language Processing | Dec 1, 2020 | High-Level SynthesisWord Embeddings | —Unverified | 0 |
