| Large Language Models for Power Scheduling: A User-Centric Approach | Jun 29, 2024 | Intent RecognitionPrompt Engineering | CodeCode Available | 1 | 5 |
| MAP-Elites based Hyper-Heuristic for the Resource Constrained Project Scheduling Problem | Apr 24, 2022 | Combinatorial OptimizationDiversity | CodeCode Available | 1 | 5 |
| Grid: Omni Visual Generation | Dec 14, 2024 | Image GenerationScheduling | CodeCode Available | 1 | 5 |
| Graph Coloring with Physics-Inspired Graph Neural Networks | Feb 3, 2022 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments | Dec 16, 2021 | Scheduling | CodeCode Available | 1 | 5 |
| Graph Neural Networks-Based User Pairing in Wireless Communication Systems | May 14, 2023 | Graph Neural NetworkScheduling | CodeCode Available | 1 | 5 |
| How Does Critical Batch Size Scale in Pre-training? | Oct 29, 2024 | Scheduling | CodeCode Available | 1 | 5 |
| Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling | Nov 9, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Agent-Oriented Planning in Multi-Agent Systems | Oct 3, 2024 | Scheduling | CodeCode Available | 1 | 5 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 | 5 |
| GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs | Nov 29, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Games for Artificial Intelligence Research: A Review and Perspectives | Apr 26, 2023 | Decision MakingScheduling | CodeCode Available | 1 | 5 |
| A Generalized Delay and Backlog Analysis for Multiplexing URLLC and eMBB: Reconfigurable Intelligent Surfaces or Decode-and-Forward? | Sep 18, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| ACE, a generic constraint solver | Jan 6, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms | Dec 17, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Compositional Video Synthesis with Action Graphs | Jun 27, 2020 | SchedulingVideo Generation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy | May 18, 2025 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks | Dec 5, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| GOAL: A Generalist Combinatorial Optimization Agent Learning | Jun 21, 2024 | Combinatorial OptimizationScheduling | CodeCode Available | 1 | 5 |
| Latency-aware Unified Dynamic Networks for Efficient Image Recognition | Aug 30, 2023 | GPUScheduling | CodeCode Available | 1 | 5 |
| Cross-Entropy Method Variants for Optimization | Sep 18, 2020 | Scheduling | CodeCode Available | 1 | 5 |
| Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling | Feb 27, 2023 | Combinatorial OptimizationImitation Learning | CodeCode Available | 1 | 5 |
| How Does It Function? Characterizing Long-term Trends in Production Serverless Workloads | Dec 15, 2023 | DiversityScheduling | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Flipping the switch on local exploration: Genetic Algorithms with Reversals | Feb 2, 2022 | Heuristic SearchScheduling | CodeCode Available | 1 | 5 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling | Nov 20, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimization | Jun 15, 2023 | Collision AvoidanceMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 | 5 |
| Decentralized Training of Foundation Models in Heterogeneous Environments | Jun 2, 2022 | GPUScheduling | CodeCode Available | 1 | 5 |
| Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training | Feb 16, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 | 5 |
| Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging | Dec 4, 2020 | Model Predictive ControlScheduling | CodeCode Available | 1 | 5 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Forecasting SQL Query Cost at Twitter | Apr 12, 2022 | CPUScheduling | CodeCode Available | 1 | 5 |
| Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts | Jun 5, 2025 | GPUScheduling | CodeCode Available | 1 | 5 |
| MCUNet: Tiny Deep Learning on IoT Devices | Jul 20, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral Transformations | Jun 19, 2021 | Code GenerationCPU | CodeCode Available | 1 | 5 |
| DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates | Oct 8, 2020 | CPUScheduling | CodeCode Available | 1 | 5 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 | 5 |
