| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks | Jul 14, 2018 | BIG-bench Machine LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Iceberg: Enhancing HLS Modeling with Synthetic Data | Jul 14, 2025 | Data AugmentationHigh-Level Synthesis | CodeCode Available | 0 |
| Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference | Jun 23, 2025 | High-Level Synthesis | —Unverified | 0 |
| iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs | May 28, 2025 | High-Level SynthesisMultiobjective Optimization | —Unverified | 0 |
| Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models | Apr 28, 2025 | Evolutionary AlgorithmsGraph Neural Network | —Unverified | 0 |
| Enhancing CuFP Library with Self-Alignment Technique | Mar 24, 2025 | High-Level Synthesis | CodeCode Available | 0 |
| Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective | Mar 17, 2025 | High-Level Synthesis | —Unverified | 0 |
| A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks | Mar 3, 2025 | GPUHigh-Level Synthesis | —Unverified | 0 |
