| GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs | Nov 29, 2023 | CPUGPU | CodeCode Available | 1 |
| Enhancing Cyber-Resilience in Integrated Energy System Scheduling with Demand Response Using Deep Reinforcement Learning | Nov 28, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Study of BSM Inter-Packet Gap Tails in C-V2X Networks | Nov 28, 2023 | Scheduling | —Unverified | 0 |
| A review on the charging station planning and fleet operation for electric freight vehicles | Nov 28, 2023 | Scheduling | —Unverified | 0 |
| HARQ Retransmissions in C-V2X: A BSM Latency Analysis | Nov 28, 2023 | Scheduling | —Unverified | 0 |
| Value-Based Reinforcement Learning for Digital Twins in Cloud Computing | Nov 27, 2023 | Cloud Computingreinforcement-learning | —Unverified | 0 |
| Scheduling and Communication Schemes for Decentralized Federated Learning | Nov 27, 2023 | Federated LearningScheduling | —Unverified | 0 |
| Machine Learning-Enhanced Aircraft Landing Scheduling under Uncertainties | Nov 27, 2023 | SchedulingTraveling Salesman Problem | CodeCode Available | 0 |
| Spatial and Temporal Characteristics of Freight Tours: A Data-Driven Exploratory Analysis | Nov 26, 2023 | ManagementScheduling | —Unverified | 0 |
| OpusCleaner and OpusTrainer, open source toolkits for training Machine Translation and Large language models | Nov 24, 2023 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| A Survey and Analysis of Evolutionary Operators for Permutations | Nov 24, 2023 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| RAISE -- Radiology AI Safety, an End-to-end lifecycle approach | Nov 24, 2023 | FairnessScheduling | —Unverified | 0 |
| Active Front-End Rectifier Modeling and Analysis | Nov 23, 2023 | Scheduling | —Unverified | 0 |
| Locally Optimal Descent for Dynamic Stepsize Scheduling | Nov 23, 2023 | SchedulingStochastic Optimization | —Unverified | 0 |
| Enhancing Microgrid Resilience with Green Hydrogen Storage | Nov 22, 2023 | Model Predictive ControlScheduling | —Unverified | 0 |
| A Distributed Neural Linear Thompson Sampling Framework to Achieve URLLC in Industrial IoT | Nov 21, 2023 | SchedulingThompson Sampling | —Unverified | 0 |
| Scheduling Distributed Flexible Assembly Lines using Safe Reinforcement Learning with Soft Shielding | Nov 21, 2023 | Safe Reinforcement LearningScheduling | —Unverified | 0 |
| Data-driven project planning: An integrated network learning and constraint relaxation approach in favor of scheduling | Nov 20, 2023 | Decision MakingScheduling | —Unverified | 0 |
| Threshold-Based Algorithms for an Online Rolling Horizon Framework Under Uncertainty -- With an Application to Energy Management | Nov 19, 2023 | energy managementManagement | —Unverified | 0 |
| Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets | Nov 19, 2023 | ManagementOffline RL | —Unverified | 0 |
| On the Noise Scheduling for Generating Plausible Designs with Diffusion Models | Nov 19, 2023 | Scheduling | —Unverified | 0 |
| DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines | Nov 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| FIKIT: Priority-Based Real-time GPU Multi-tasking Scheduling with Kernel Identification | Nov 17, 2023 | Cloud ComputingGPU | —Unverified | 0 |
| User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality | Nov 17, 2023 | Scheduling | —Unverified | 0 |
| Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning | Nov 16, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Strategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production | Nov 15, 2023 | Data Augmentationregression | —Unverified | 0 |
| Using Stochastic Gradient Descent to Smooth Nonconvex Functions: Analysis of Implicit Graduated Optimization | Nov 15, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Knowledge Graph Construction in Power Distribution Networks | Nov 15, 2023 | Entity Linkinggraph construction | —Unverified | 0 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| Distributed Sequential Receding Horizon Control of Multi-Agent Systems under Recurring Signal Temporal Logic | Nov 12, 2023 | Scheduling | —Unverified | 0 |
| Sampler Scheduler for Diffusion Models | Nov 12, 2023 | Scheduling | CodeCode Available | 1 |
| Genetic Algorithm enhanced by Deep Reinforcement Learning in parent selection mechanism and mutation : Minimizing makespan in permutation flow shop scheduling problems | Nov 10, 2023 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Out-of-Distribution-Aware Electric Vehicle Charging | Nov 10, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings | Nov 9, 2023 | Scheduling | —Unverified | 0 |
| Saturn: Efficient Multi-Large-Model Deep Learning | Nov 6, 2023 | Deep LearningHyperparameter Optimization | —Unverified | 0 |
| Counting Manatee Aggregations using Deep Neural Networks and Anisotropic Gaussian Kernel | Nov 4, 2023 | Crowd CountingScene Recognition | CodeCode Available | 0 |
| Leveraging Large Language Models for Collective Decision-Making | Nov 3, 2023 | Decision MakingScheduling | —Unverified | 0 |
| Client Orchestration and Cost-Efficient Joint Optimization for NOMA-Enabled Hierarchical Federated Learning | Nov 3, 2023 | Federated LearningProblem Decomposition | —Unverified | 0 |
| Dynamic Uploading Scheduling in mmWave-Based Sensor Networks via Mobile Blocker Detection | Nov 2, 2023 | Scheduling | —Unverified | 0 |
| MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows | Nov 1, 2023 | Federated LearningScheduling | —Unverified | 0 |
| SWIPT in Mixed Near- and Far-Field Channels: Joint Beam Scheduling and Power Allocation | Oct 31, 2023 | Scheduling | —Unverified | 0 |
| Network Contention-Aware Cluster Scheduling with Reinforcement Learning | Oct 31, 2023 | GPUreinforcement-learning | CodeCode Available | 1 |
| STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction | Oct 31, 2023 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| End-to-end Feature Selection Approach for Learning Skinny Trees | Oct 28, 2023 | Ensemble LearningFeature Compression | CodeCode Available | 0 |
| Distributed Delay-Tolerant Strategies for Equality-Constraint Sum-Preserving Resource Allocation | Oct 27, 2023 | AllCPU | —Unverified | 0 |
| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 |
| Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning | Oct 26, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Free Space Optical Communication for Inter-Satellite Link: Architecture, Potentials and Trends | Oct 26, 2023 | Integrated sensing and communicationScheduling | —Unverified | 0 |
| Towards Continually Learning Application Performance Models | Oct 25, 2023 | Scheduling | —Unverified | 0 |