| Fast Algorithms for Spiking Neural Network Simulation with FPGAs | May 3, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 0 |
| HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond | May 1, 2024 | BenchmarkingHigh-Level Synthesis | CodeCode Available | 2 |
| HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis | Apr 29, 2024 | CPUEdge-computing | CodeCode Available | 2 |
| Skip the Benchmark: Generating System-Level High-Level Synthesis Data using Generative Machine Learning | Apr 23, 2024 | Generative Adversarial NetworkHigh-Level Synthesis | CodeCode Available | 0 |
| Allo: A Programming Model for Composable Accelerator Design | Apr 7, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 3 |
| AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs | Mar 15, 2024 | Bayesian OptimizationHigh-Level Synthesis | —Unverified | 0 |
| Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS | Jan 22, 2024 | High-Level SynthesisScheduling | —Unverified | 0 |
| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 |
| Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference | Dec 23, 2023 | GPUHigh-Level Synthesis | CodeCode Available | 2 |
| A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures | Nov 29, 2023 | Deep LearningHigh-Level Synthesis | —Unverified | 0 |
