| Efficient Task Transfer for HLS DSE | Aug 16, 2024 | High-Level SynthesisTransfer Learning | —Unverified | 0 | 0 |
| Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference | Jun 23, 2025 | High-Level Synthesis | —Unverified | 0 | 0 |
| Embeddings in Natural Language Processing | Dec 1, 2020 | High-Level SynthesisWord Embeddings | —Unverified | 0 | 0 |
| Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis | Feb 19, 2025 | Code GenerationHigh-Level Synthesis | —Unverified | 0 | 0 |
| Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs | Mar 23, 2018 | Face RecognitionGPU | —Unverified | 0 | 0 |
| FFCNN: Fast FPGA based Acceleration for Convolution neural network inference | Aug 28, 2022 | High-Level Synthesis | —Unverified | 0 | 0 |
| Firmware implementation of a recurrent neural network for the computation of the energy deposited in the liquid argon calorimeter of the ATLAS experiment | Feb 15, 2023 | High-Level Synthesis | —Unverified | 0 | 0 |
| FPGA-Based CNN Inference Accelerator Synthesized from Multi-Threaded C Software | Jul 27, 2018 | High-Level Synthesis | —Unverified | 0 | 0 |
| FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning | Jul 21, 2020 | Federated LearningHigh-Level Synthesis | —Unverified | 0 | 0 |
| Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks | Nov 17, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 | 0 |
| Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge | Oct 19, 2022 | Explainable Artificial Intelligence (XAI)High-Level Synthesis | —Unverified | 0 | 0 |
| HENNC: Hardware Engine for Artificial Neural Network-based Chaotic Oscillators | Jul 27, 2024 | High-Level Synthesis | —Unverified | 0 | 0 |
| High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing | Jan 18, 2022 | BenchmarkingFeature Engineering | —Unverified | 0 | 0 |
| Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis | May 6, 2019 | BIG-bench Machine LearningFace Detection | —Unverified | 0 | 0 |
| Implementation of hyperspectral inversion algorithms on FPGA: Hardware comparison using High Level Synthesis | Oct 3, 2023 | High-Level Synthesis | —Unverified | 0 | 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 | 0 |
| Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors | Jan 8, 2025 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 | 0 |
| IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning | Feb 16, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 | 0 |
| KALAM: toolKit for Automating high-Level synthesis of Analog computing systeMs | Oct 30, 2024 | Bayesian InferenceHigh-Level Synthesis | —Unverified | 0 | 0 |
| Leveraging High-Level Synthesis and Large Language Models to Generate, Simulate, and Deploy a Uniform Random Number Generator Hardware Design | Nov 6, 2023 | High-Level SynthesisLanguage Modeling | —Unverified | 0 | 0 |
| MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration | Feb 9, 2025 | Bayesian OptimizationHigh-Level Synthesis | —Unverified | 0 | 0 |