| Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling | Mar 24, 2024 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters | Mar 24, 2024 | GPUScheduling | —Unverified | 0 |
| L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction | Mar 24, 2024 | PositionScheduling | —Unverified | 0 |
| Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms | Mar 23, 2024 | Autonomous NavigationEvent-based vision | —Unverified | 0 |
| Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement | Mar 22, 2024 | Combinatorial OptimizationImitation Learning | CodeCode Available | 1 |
| Divide-Conquer Transformer Learning for Predicting Electric Vehicle Charging Events Using Smart Meter Data | Mar 20, 2024 | energy managementManagement | —Unverified | 0 |
| M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling | Mar 20, 2024 | Domain GeneralizationScheduling | CodeCode Available | 1 |
| Routing and Scheduling in Answer Set Programming applied to Multi-Agent Path Finding: Preliminary Report | Mar 18, 2024 | Multi-Agent Path FindingScheduling | —Unverified | 0 |
| Optimal Layout Synthesis for Deep Quantum Circuits on NISQ Processors with 100+ Qubits | Mar 18, 2024 | Scheduling | —Unverified | 0 |
| Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC | Mar 16, 2024 | Decision MakingEdge-computing | —Unverified | 0 |
| Stochastic Lp string stability analysis in predecessor-following platoons under packet losses | Mar 16, 2024 | Scheduling | —Unverified | 0 |
| Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning | Mar 16, 2024 | Deep Reinforcement LearningRepresentation Learning | —Unverified | 0 |
| ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference | Mar 15, 2024 | Scheduling | —Unverified | 0 |
| A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food | Mar 15, 2024 | SchedulingThompson Sampling | —Unverified | 0 |
| Strict Partitioning for Sporadic Rigid Gang Tasks | Mar 15, 2024 | Scheduling | —Unverified | 0 |
| A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning | Mar 14, 2024 | ManagementQ-Learning | —Unverified | 0 |
| Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem | Mar 14, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Safe Planning through Incremental Decomposition of Signal Temporal Logic Specifications | Mar 13, 2024 | NavigateScheduling | —Unverified | 0 |
| Learning-Augmented Algorithms with Explicit Predictors | Mar 12, 2024 | Scheduling | —Unverified | 0 |
| Adaptive Gain Scheduling using Reinforcement Learning for Quadcopter Control | Mar 12, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Characterization of Large Language Model Development in the Datacenter | Mar 12, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Enhancing Industrial Flexibility and Market Participation in Cement Manufacturing Through Optimized Production Scheduling | Mar 11, 2024 | Scheduling | —Unverified | 0 |
| Don't Forget What I did?: Assessing Client Contributions in Federated Learning | Mar 11, 2024 | Data PoisoningFairness | —Unverified | 0 |
| RL-MSA: a Reinforcement Learning-based Multi-line bus Scheduling Approach | Mar 11, 2024 | Scheduling | —Unverified | 0 |
| A Sinkhorn-type Algorithm for Constrained Optimal Transport | Mar 8, 2024 | Scheduling | —Unverified | 0 |
| Strong Priority and Determinacy in Timed CCS | Mar 7, 2024 | Scheduling | —Unverified | 0 |
| Alto: Orchestrating Distributed Compound AI Systems with Nested Ancestry | Mar 7, 2024 | ChatbotScheduling | —Unverified | 0 |
| Maximizing Energy Charging for UAV-assisted MEC Systems with SWIPT | Mar 6, 2024 | Edge-computingScheduling | —Unverified | 0 |
| Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data | Mar 5, 2024 | Scheduling | CodeCode Available | 0 |
| Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG | Mar 5, 2024 | Scheduling | —Unverified | 0 |
| Learning to Solve Job Shop Scheduling under Uncertainty | Mar 4, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 2 |
| Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution | Mar 4, 2024 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve | Mar 4, 2024 | GPUScheduling | CodeCode Available | 3 |
| Better Schedules for Low Precision Training of Deep Neural Networks | Mar 4, 2024 | Node ClassificationQuantization | —Unverified | 0 |
| ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates | Mar 3, 2024 | Decision MakingModel Predictive Control | CodeCode Available | 1 |
| Implementation of Linear Parameter Varying System to Investigate the Impact of Varying Flow Rate on the Lithium-ion Batteries Thermal Management System Performance | Mar 2, 2024 | ManagementScheduling | —Unverified | 0 |
| Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off | Mar 1, 2024 | SchedulingSemantic Similarity | —Unverified | 0 |
| Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks | Mar 1, 2024 | Earth ObservationGraph Neural Network | —Unverified | 0 |
| Airport take-off and landing optimization through genetic algorithms | Feb 29, 2024 | ManagementScheduling | —Unverified | 0 |
| The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments | Feb 28, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Recursive GNNs for Learning Precoding Policies with Size-Generalizability | Feb 28, 2024 | Scheduling | —Unverified | 0 |
| Energy-Efficient Scheduling with Predictions | Feb 27, 2024 | PredictionScheduling | —Unverified | 0 |
| Gradient-based Discrete Sampling with Automatic Cyclical Scheduling | Feb 27, 2024 | Scheduling | CodeCode Available | 0 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 |
| Application of Machine Learning Optimization in Cloud Computing Resource Scheduling and Management | Feb 27, 2024 | Cloud ComputingManagement | —Unverified | 0 |
| Enhancing Kubernetes Automated Scheduling with Deep Learning and Reinforcement Techniques for Large-Scale Cloud Computing Optimization | Feb 26, 2024 | Cloud ComputingDeep Learning | —Unverified | 0 |
| Learning to Schedule Online Tasks with Bandit Feedback | Feb 26, 2024 | Cloud ComputingDecision Making | —Unverified | 0 |
| A mathematical model for simultaneous personnel shift planning and unrelated parallel machine scheduling | Feb 24, 2024 | Decision MakingScheduling | —Unverified | 0 |
| MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline | Feb 23, 2024 | Scheduling | CodeCode Available | 1 |
| Computation Offloading for Multi-server Multi-access Edge Vehicular Networks: A DDQN-based Method | Feb 21, 2024 | Decision MakingEdge-computing | —Unverified | 0 |