| Allo: A Programming Model for Composable Accelerator Design | Apr 7, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 3 |
| Fast inference of deep neural networks in FPGAs for particle physics | Apr 16, 2018 | BIG-bench Machine LearningHigh-Level Synthesis | CodeCode Available | 2 |
| HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond | May 1, 2024 | BenchmarkingHigh-Level Synthesis | CodeCode Available | 2 |
| Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference | Dec 23, 2023 | GPUHigh-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 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 |
| A scalable and efficient convolutional neural network accelerator using HLS for a System on Chip design | Apr 27, 2020 | High-Level Synthesis | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer | Mar 20, 2025 | CPUHigh-Level Synthesis | CodeCode Available | 1 |
| Accelerating Recurrent Neural Networks for Gravitational Wave Experiments | Jun 26, 2021 | High-Level SynthesisTime Series | CodeCode Available | 1 |
