| CPU frequency scheduling of real-time applications on embedded devices with temporal encoding-based deep reinforcement learning | Sep 7, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Saturn: An Optimized Data System for Large Model Deep Learning Workloads | Sep 3, 2023 | Model SelectionScheduling | CodeCode Available | 1 |
| Latency-aware Unified Dynamic Networks for Efficient Image Recognition | Aug 30, 2023 | GPUScheduling | CodeCode Available | 1 |
| Edge Generation Scheduling for DAG Tasks Using Deep Reinforcement Learning | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods | Aug 24, 2023 | Job Shop SchedulingScheduling | CodeCode Available | 1 |
| Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health | Aug 17, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on-Chips | Aug 10, 2023 | ManagementScheduling | CodeCode Available | 1 |
| Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach | Aug 3, 2023 | Combinatorial OptimizationDecoder | CodeCode Available | 1 |
| Intent-aware Radio Resource Scheduling in a RAN Slicing Scenario using Reinforcement Learning | Aug 2, 2023 | ManagementScheduling | CodeCode Available | 1 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network | Jul 4, 2023 | energy managementManagement | CodeCode Available | 1 |
| Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimization | Jun 15, 2023 | Collision AvoidanceMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming | Jun 9, 2023 | Combinatorial OptimizationFeature Engineering | CodeCode Available | 1 |
| PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning | May 31, 2023 | Common Sense Reasoningcounterfactual | CodeCode Available | 1 |
| Nested Diffusion Processes for Anytime Image Generation | May 30, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models | May 30, 2023 | BenchmarkingCode Generation | CodeCode Available | 1 |
| FedZero: Leveraging Renewable Excess Energy in Federated Learning | May 24, 2023 | Federated LearningScheduling | CodeCode Available | 1 |
| Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline | May 22, 2023 | QuantizationScheduling | CodeCode Available | 1 |
| Graph Neural Networks-Based User Pairing in Wireless Communication Systems | May 14, 2023 | Graph Neural NetworkScheduling | CodeCode Available | 1 |
| Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm | May 9, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Games for Artificial Intelligence Research: A Review and Perspectives | Apr 26, 2023 | Decision MakingScheduling | CodeCode Available | 1 |
| NetGPT: Generative Pretrained Transformer for Network Traffic | Apr 19, 2023 | SchedulingTraffic Classification | CodeCode Available | 1 |
| Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients | Apr 19, 2023 | Scheduling | CodeCode Available | 1 |
| RESPECT: Reinforcement Learning based Edge Scheduling on Pipelined Coral Edge TPUs | Apr 10, 2023 | Edge-computingreinforcement-learning | CodeCode Available | 1 |
| Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs | Mar 10, 2023 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 |
| RMMDet: Road-Side Multitype and Multigroup Sensor Detection System for Autonomous Driving | Mar 9, 2023 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Neural Airport Ground Handling | Mar 4, 2023 | Combinatorial OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Neural Operators for Bypassing Gain and Control Computations in PDE Backstepping | Feb 28, 2023 | Scheduling | CodeCode Available | 1 |
| Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling | Feb 27, 2023 | Combinatorial OptimizationImitation Learning | CodeCode Available | 1 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 |
| Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training | Feb 16, 2023 | Scheduling | CodeCode Available | 1 |
| Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning | Feb 14, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Learning to Simulate Daily Activities via Modeling Dynamic Human Needs | Feb 9, 2023 | Imitation LearningSand | CodeCode Available | 1 |
| A Fully Adaptive DRO Multistage Framework Based on MDR for Generation Scheduling under Uncertainty | Jan 17, 2023 | Scheduling | CodeCode Available | 1 |
| Adaptive Deep Neural Network Inference Optimization with EENet | Jan 15, 2023 | Inference OptimizationScheduling | CodeCode Available | 1 |
| schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments | Jan 10, 2023 | Deep Reinforcement LearningJob Shop Scheduling | CodeCode Available | 1 |
| ACE, a generic constraint solver | Jan 6, 2023 | Scheduling | CodeCode Available | 1 |
| Annealing-Based Label-Transfer Learning for Open World Object Detection | Jan 1, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective | Dec 24, 2022 | Decision MakingImage Captioning | CodeCode Available | 1 |
| RouteNet-Fermi: Network Modeling with Graph Neural Networks | Dec 22, 2022 | Scheduling | CodeCode Available | 1 |
| End-to-End Stochastic Optimization with Energy-Based Model | Nov 25, 2022 | SchedulingStochastic Optimization | CodeCode Available | 1 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling | Nov 20, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity | Nov 14, 2022 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization | Oct 7, 2022 | AllCombinatorial Optimization | CodeCode Available | 1 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Effective Multi-User Delay-Constrained Scheduling with Deep Recurrent Reinforcement Learning | Aug 30, 2022 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 |
