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Showing 101–125 of 3104 papers

TitleStatusHype
Distributed Online Service Coordination Using Deep Reinforcement LearningCode1
Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V CommunicationCode1
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic GraphsCode1
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogCode1
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural NetworksCode1
Dynamics-incorporated Modeling Framework for Stability Constrained Scheduling Under High-penetration of Renewable EnergyCode1
Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model TrainingCode1
Decentralized Training of Foundation Models in Heterogeneous EnvironmentsCode1
Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive HypergraphsCode1
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length PredictionCode1
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertaintyCode1
End-to-End Stochastic Optimization with Energy-Based ModelCode1
Episodic Policy Gradient TrainingCode1
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital HealthCode1
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning ApproachCode1
Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level OptimizationCode1
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce PipeliningCode1
FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User HeterogeneityCode1
CPU frequency scheduling of real-time applications on embedded devices with temporal encoding-based deep reinforcement learningCode1
ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination PredictionCode1
Cross-Entropy Method Variants for OptimizationCode1
Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning ApproachCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
ControlLLM: Augment Language Models with Tools by Searching on GraphsCode1
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
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