| Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU | Nov 18, 2016 | CPUGPU | CodeCode Available | 0 |
| Mining-Gym: A Configurable RL Benchmarking Environment for Truck Dispatch Scheduling | Mar 24, 2025 | BenchmarkingOpenAI Gym | CodeCode Available | 0 |
| DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters | Sep 13, 2019 | Deep LearningFairness | CodeCode Available | 0 |
| Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms | Apr 19, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| BFTrainer: Low-Cost Training of Neural Networks on Unfillable Supercomputer Nodes | Jun 22, 2021 | Scheduling | CodeCode Available | 0 |
| Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks | Mar 27, 2022 | Scheduling | CodeCode Available | 0 |
| ReinWiFi: Application-Layer QoS Optimization of WiFi Networks with Reinforcement Learning | May 6, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Apply Artificial Neural Network to Solving Manpower Scheduling Problem | May 7, 2021 | SchedulingTime Series | CodeCode Available | 0 |
| HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices | Mar 30, 2023 | Action RecognitionScheduling | CodeCode Available | 0 |
| Algorithms with Prediction Portfolios | Oct 22, 2022 | PredictionScheduling | CodeCode Available | 0 |
| Train Scheduling with Hybrid Answer Set Programming | Mar 19, 2020 | Scheduling | CodeCode Available | 0 |
| Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction | Feb 15, 2023 | Conformal PredictionScheduling | CodeCode Available | 0 |
| Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets | Aug 10, 2023 | Dynamic Time WarpingScheduling | CodeCode Available | 0 |
| Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data | Mar 14, 2019 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Task-based End-to-end Model Learning in Stochastic Optimization | Mar 13, 2017 | BIG-bench Machine LearningScheduling | CodeCode Available | 0 |
| Scalable Verification of GNN-based Job Schedulers | Mar 7, 2022 | Scheduling | CodeCode Available | 0 |
| Combined Learning of Linear Parameter-Varying Models and Robust Control Invariant Sets | Nov 27, 2024 | Scheduling | CodeCode Available | 0 |
| A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data | May 17, 2023 | SchedulingTime Series Classification | CodeCode Available | 0 |
| Prediction-based Resource Allocation using Bayesian Neural Networks and Minimum Cost and Maximum Flow Algorithm | Oct 11, 2019 | Scheduling | CodeCode Available | 0 |
| A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction | Aug 19, 2024 | PredictionScheduling | CodeCode Available | 0 |
| Modeling and solving an integrated periodic vehicle routing and capacitated facility location problem in the context of solid waste collection | Apr 14, 2025 | ManagementScheduling | CodeCode Available | 0 |
| Modeling and solving a vehicle-sharing problem considering multiple alternative modes of transport | Mar 17, 2020 | Scheduling | CodeCode Available | 0 |
| Data-Driven Prediction of Route-Level Energy Use for Mixed-Vehicle Transit Fleets | Apr 10, 2020 | Scheduling | CodeCode Available | 0 |
| Wireless Link Scheduling with State-Augmented Graph Neural Networks | May 12, 2025 | FairnessGraph Neural Network | CodeCode Available | 0 |
| CoDriveVLM: VLM-Enhanced Urban Cooperative Dispatching and Motion Planning for Future Autonomous Mobility on Demand Systems | Jan 10, 2025 | Autonomous VehiclesMotion Planning | CodeCode Available | 0 |
| Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning | Jun 22, 2024 | Graph Neural NetworkModel Selection | CodeCode Available | 0 |
| VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning | Nov 30, 2023 | Autonomous DrivingEdge-computing | CodeCode Available | 0 |
| Variational Learning with Disentanglement-PyTorch | Dec 11, 2019 | DisentanglementScheduling | CodeCode Available | 0 |
| Variational Learning with Disentanglement-PyTorch | Nov 15, 2019 | DisentanglementScheduling | CodeCode Available | 0 |
| Balancing Forecast Accuracy and Switching Costs in Online Optimization of Energy Management Systems | Jun 29, 2024 | Decision Makingenergy management | CodeCode Available | 0 |
| State-of-Charge Aware EV Charging | Nov 30, 2021 | Scheduling | CodeCode Available | 0 |
| PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neural Processing Units | Sep 6, 2019 | Scheduling | CodeCode Available | 0 |
| Monge-Kantorovich Optimal Transport Through Constrictions and Flow-rate Constraints | Dec 30, 2022 | Scheduling | CodeCode Available | 0 |
| Automated Large-scale Class Scheduling in MiniZinc | Nov 15, 2020 | AllScheduling | CodeCode Available | 0 |
| On Preemption and Learning in Stochastic Scheduling | May 31, 2022 | Efficient ExplorationScheduling | CodeCode Available | 0 |
| Benchmarking Flexible Electric Loads Scheduling Algorithms under Market Price Uncertainty | Feb 4, 2020 | BenchmarkingDecision Making | CodeCode Available | 0 |
| PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds | May 24, 2024 | Artifact DetectionPrivacy Preserving | CodeCode Available | 0 |
| AutoLoss: Learning Discrete Schedules for Alternate Optimization | Oct 4, 2018 | Image GenerationMachine Translation | CodeCode Available | 0 |
| Greedy Restart Schedules: A Baseline for Dynamic Algorithm Selection on Numerical Black-box Optimization Problems | Apr 15, 2025 | Scheduling | CodeCode Available | 0 |
| Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel | Feb 26, 2021 | Bayesian OptimizationPoint Processes | CodeCode Available | 0 |
| Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems | Dec 3, 2024 | Hyperparameter OptimizationScheduling | CodeCode Available | 0 |
| Graph Federated Learning for CIoT Devices in Smart Home Applications | Dec 29, 2022 | Federated LearningScheduling | CodeCode Available | 0 |
| Unbounded Human Learning: Optimal Scheduling for Spaced Repetition | Feb 23, 2016 | Scheduling | CodeCode Available | 0 |
| Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels | Dec 21, 2023 | Scheduling | CodeCode Available | 0 |
| A Wall-time Minimizing Parallelization Strategy for Approximate Bayesian Computation | Apr 30, 2023 | Scheduling | CodeCode Available | 0 |
| The Role of Data Curation in Image Captioning | May 5, 2023 | Few-Shot LearningImage Captioning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks | Aug 1, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Graph Embedding based Wireless Link Scheduling with Few Training Samples | Jun 7, 2019 | Graph EmbeddingScheduling | CodeCode Available | 0 |
| DF-GNN: Dynamic Fusion Framework for Attention Graph Neural Networks on GPUs | Nov 25, 2024 | Scheduling | CodeCode Available | 0 |
| Graph Coloring Using Heat Diffusion | Apr 21, 2024 | Scheduling | CodeCode Available | 0 |