| AdaS: Adaptive Scheduling of Stochastic Gradients | Jun 11, 2020 | Scheduling | CodeCode Available | 1 |
| Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling | Feb 18, 2025 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 1 |
| Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging | Dec 4, 2020 | Model Predictive ControlScheduling | CodeCode Available | 1 |
| Learning the Markov Decision Process in the Sparse Gaussian Elimination | Sep 30, 2021 | Combinatorial OptimizationQ-Learning | CodeCode Available | 1 |
| Learning to generalize Dispatching rules on the Job Shop Scheduling | Jun 9, 2022 | Job Shop SchedulingScheduling | CodeCode Available | 1 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| ConsumerBench: Benchmarking Generative AI Applications on End-User Devices | Jun 21, 2025 | BenchmarkingCPU | CodeCode Available | 1 |
| MAP-Elites based Hyper-Heuristic for the Resource Constrained Project Scheduling Problem | Apr 24, 2022 | Combinatorial OptimizationDiversity | CodeCode Available | 1 |
| MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems | Dec 14, 2021 | Cloud ComputingDistributed Computing | CodeCode Available | 1 |
| MCUNet: Tiny Deep Learning on IoT Devices | Jul 20, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 |
| MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments | May 21, 2022 | Cloud ComputingManagement | CodeCode Available | 1 |
| 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 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection | Jun 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline | Feb 23, 2024 | Scheduling | CodeCode Available | 1 |
| D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation | Feb 14, 2022 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| All is Not Lost: LLM Recovery without Checkpoints | Jun 18, 2025 | AllScheduling | CodeCode Available | 1 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks | Dec 5, 2023 | Scheduling | CodeCode Available | 1 |
| 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 |
| Neural-Symbolic Descriptive Action Model from Images: The Search for STRIPS | Dec 11, 2019 | DescriptiveScheduling | CodeCode Available | 1 |
| Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning | Dec 4, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding | Jul 6, 2020 | General ClassificationGraph structure learning | CodeCode Available | 1 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates | Oct 8, 2020 | CPUScheduling | CodeCode Available | 1 |
| Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs | Dec 16, 2023 | GPUScheduling | CodeCode Available | 1 |
| OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework | May 20, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Clockwork Convnets for Video Semantic Segmentation | Aug 11, 2016 | Image SegmentationScheduling | CodeCode Available | 1 |
| A Fully Adaptive DRO Multistage Framework Based on MDR for Generation Scheduling under Uncertainty | Jan 17, 2023 | Scheduling | CodeCode Available | 1 |
| 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 |
| Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling | Aug 1, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines | Jul 14, 2021 | GPUScheduling | CodeCode Available | 1 |
| PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning | May 31, 2023 | Common Sense Reasoningcounterfactual | CodeCode Available | 1 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks | Dec 24, 2024 | Scheduling | CodeCode Available | 1 |
| Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design | Oct 24, 2024 | Mixture-of-ExpertsMMLU | CodeCode Available | 1 |
| Reinforcement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems | Aug 27, 2021 | Decision MakingDeep Reinforcement Learning | 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 |
| Automated Learning Rate Scheduler for Large-batch Training | Jul 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline | May 22, 2023 | QuantizationScheduling | CodeCode Available | 1 |
| RMMDet: Road-Side Multitype and Multigroup Sensor Detection System for Autonomous Driving | Mar 9, 2023 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation | Aug 31, 2024 | Image GenerationScheduling | CodeCode Available | 1 |
| Sampler Scheduler for Diffusion Models | Nov 12, 2023 | Scheduling | CodeCode Available | 1 |
| Saturn: An Optimized Data System for Large Model Deep Learning Workloads | Sep 3, 2023 | Model SelectionScheduling | CodeCode Available | 1 |
| ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning | Jun 6, 2021 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 |
