| MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Prediction Filtering | Jun 16, 2025 | Conformal PredictionHardware Aware Neural Architecture Search | —Unverified | 0 |
| Efficient Traffic Classification using HW-NAS: Advanced Analysis and Optimization for Cybersecurity on Resource-Constrained Devices | Jun 12, 2025 | Hardware Aware Neural Architecture SearchNeural Architecture Search | —Unverified | 0 |
| Energy-Efficient Deep Learning for Traffic Classification on Microcontrollers | Jun 12, 2025 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Optimizing edge AI models on HPC systems with the edge in the loop | May 26, 2025 | Hardware Aware Neural Architecture SearchKnowledge Distillation | CodeCode Available | 0 |
| MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices | May 15, 2025 | Activity RecognitionCode Generation | CodeCode Available | 0 |
| TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification | Aug 29, 2024 | CPUDiagnostic | CodeCode Available | 1 |
| SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search | Aug 27, 2024 | CPUGPU | —Unverified | 0 |
| Combining Neural Architecture Search and Automatic Code Optimization: A Survey | Aug 7, 2024 | Hardware Aware Neural Architecture SearchNeural Architecture Search | —Unverified | 0 |
| A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation | Apr 25, 2024 | Autonomous DrivingEvolutionary Algorithms | CodeCode Available | 2 |
| On Latency Predictors for Neural Architecture Search | Mar 4, 2024 | Hardware Aware Neural Architecture SearchMeta-Learning | CodeCode Available | 1 |
