| ES-Net: An Efficient Stereo Matching Network | Mar 5, 2021 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Deep Reinforcement Agent for Scheduling in HPC | Feb 11, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| The Factory Must Grow: Automation in Factorio | Feb 9, 2021 | Scheduling | CodeCode Available | 1 |
| Proactive and AoI-aware Failure Recovery for Stateful NFV-enabled Zero-Touch 6G Networks: Model-Free DRL Approach | Feb 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning | Dec 4, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging | Dec 4, 2020 | Model Predictive ControlScheduling | CodeCode Available | 1 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Probabilistic Load Forecasting Based on Adaptive Online Learning | Nov 30, 2020 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Distributed Scheduling using Graph Neural Networks | Nov 18, 2020 | Scheduling | CodeCode Available | 1 |
| Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling | Nov 9, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning Approach | Oct 21, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication | Oct 11, 2020 | Deep Reinforcement LearningDistributed Optimization | CodeCode Available | 1 |
| DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates | Oct 8, 2020 | CPUScheduling | CodeCode Available | 1 |
| Cross-Entropy Method Variants for Optimization | Sep 18, 2020 | Scheduling | CodeCode Available | 1 |
| Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent | Sep 11, 2020 | Bayesian InferenceFederated Learning | CodeCode Available | 1 |
| Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks | Sep 1, 2020 | Cloud ComputingScheduling | CodeCode Available | 1 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities | Jul 31, 2020 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MCUNet: Tiny Deep Learning on IoT Devices | Jul 20, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding | Jul 6, 2020 | General ClassificationGraph structure learning | CodeCode Available | 1 |
| Multi-Armed Bandit Based Client Scheduling for Federated Learning | Jul 5, 2020 | Federated LearningScheduling | CodeCode Available | 1 |
| Compositional Video Synthesis with Action Graphs | Jun 27, 2020 | SchedulingVideo Generation | CodeCode Available | 1 |
| On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them | Jun 15, 2020 | Scheduling | CodeCode Available | 1 |
| AdaS: Adaptive Scheduling of Stochastic Gradients | Jun 11, 2020 | Scheduling | CodeCode Available | 1 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Towards Streaming Perception | May 21, 2020 | Instance SegmentationMotion Forecasting | CodeCode Available | 1 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog | Apr 23, 2020 | SchedulingTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| FADNet: A Fast and Accurate Network for Disparity Estimation | Mar 24, 2020 | Disparity EstimationScheduling | CodeCode Available | 1 |
| Statistical Adaptive Stochastic Gradient Methods | Feb 25, 2020 | Scheduling | CodeCode Available | 1 |
| MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing | Feb 20, 2020 | BIG-bench Machine LearningScheduling | CodeCode Available | 1 |
| SUOD: Toward Scalable Unsupervised Outlier Detection | Feb 8, 2020 | Knowledge DistillationOutlier Detection | CodeCode Available | 1 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 |
| Neural-Symbolic Descriptive Action Model from Images: The Search for STRIPS | Dec 11, 2019 | DescriptiveScheduling | CodeCode Available | 1 |
| Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling | Dec 1, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Using solar and load predictions in battery scheduling at the residential level | Oct 26, 2018 | Scheduling | CodeCode Available | 1 |
| Clockwork Convnets for Video Semantic Segmentation | Aug 11, 2016 | Image SegmentationScheduling | CodeCode Available | 1 |
| EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos | Feb 9, 2016 | Offline surgical phase recognitionOnline surgical phase recognition | CodeCode Available | 1 |
| PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains | Jun 22, 2011 | Scheduling | CodeCode Available | 1 |
| An End-to-End DNN Inference Framework for the SpiNNaker2 Neuromorphic MPSoC | Jul 18, 2025 | QuantizationScheduling | —Unverified | 0 |
| Leveraging Asynchronous Cross-border Market Data for Improved Day-Ahead Electricity Price Forecasting in European Markets | Jul 17, 2025 | Scheduling | —Unverified | 0 |
| Transient-Stability-Aware Frequency Provision in IBR-Rich Grids via Information Gap Decision Theory and Deep Learning | Jul 17, 2025 | Scheduling | —Unverified | 0 |
| Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services | Jul 17, 2025 | Computational EfficiencyScheduling | —Unverified | 0 |
| Autonomous Resource Management in Microservice Systems via Reinforcement Learning | Jul 17, 2025 | Managementreinforcement-learning | —Unverified | 0 |
| FormulaOne: Measuring the Depth of Algorithmic Reasoning Beyond Competitive Programming | Jul 17, 2025 | Scheduling | —Unverified | 0 |
