| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 |
| Optimal Linear Decay Learning Rate Schedules and Further Refinements | Oct 11, 2023 | Scheduling | CodeCode Available | 1 |
| 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 |
| Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training | Feb 16, 2023 | Scheduling | CodeCode Available | 1 |
| Distributed Scheduling using Graph Neural Networks | Nov 18, 2020 | Scheduling | 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 |
| Clockwork Convnets for Video Semantic Segmentation | Aug 11, 2016 | Image SegmentationScheduling | CodeCode Available | 1 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem | Jan 23, 2025 | DenoisingScheduling | CodeCode Available | 1 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 |
| Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines | Jul 14, 2021 | GPUScheduling | CodeCode Available | 1 |
| Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks | Dec 5, 2023 | Scheduling | CodeCode Available | 1 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Automated Learning Rate Scheduler for Large-batch Training | Jul 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | 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 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Compositional Video Synthesis with Action Graphs | Jun 27, 2020 | SchedulingVideo Generation | CodeCode Available | 1 |
| AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation | Aug 31, 2024 | Image GenerationScheduling | CodeCode Available | 1 |
| An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint Programming | Jun 9, 2023 | Combinatorial OptimizationFeature Engineering | CodeCode Available | 1 |
| Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving | Apr 10, 2025 | GPULarge Language Model | CodeCode Available | 1 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks | Dec 24, 2024 | Scheduling | CodeCode Available | 1 |
| Cross-Entropy Method Variants for Optimization | Sep 18, 2020 | 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 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Production Scheduling Framework for Reinforcement Learning Under Real-World Constraints | Jun 16, 2025 | Job Shop SchedulingReinforcement Learning (RL) | CodeCode Available | 1 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 |
| Deep Reinforcement Agent for Scheduling in HPC | Feb 11, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care | Nov 12, 2021 | Model SelectionScheduling | CodeCode Available | 1 |
| A Fully Adaptive DRO Multistage Framework Based on MDR for Generation Scheduling under Uncertainty | Jan 17, 2023 | Scheduling | CodeCode Available | 1 |
| DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting | Mar 15, 2022 | SchedulingTime Series | CodeCode Available | 1 |
| Differentiable Combinatorial Scheduling at Scale | Jun 6, 2024 | Scheduling | CodeCode Available | 1 |
| DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates | Oct 8, 2020 | CPUScheduling | CodeCode Available | 1 |
| A Reinforcement Learning Environment For Job-Shop Scheduling | Apr 8, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks | Sep 1, 2020 | Cloud ComputingScheduling | CodeCode Available | 1 |
| ConsumerBench: Benchmarking Generative AI Applications on End-User Devices | Jun 21, 2025 | BenchmarkingCPU | 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 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Effective Multi-User Delay-Constrained Scheduling with Deep Recurrent Reinforcement Learning | Aug 30, 2022 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 |
| An Alternative Method for Solving Security-Constrained Unit Commitment with Neural Network Based Battery Degradation Model | Jul 1, 2022 | Scheduling | —Unverified | 0 |
| Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach | Feb 1, 2024 | Federated LearningQuantization | —Unverified | 0 |
| Active Front-End Rectifier Modeling and Analysis | Nov 23, 2023 | Scheduling | —Unverified | 0 |
| Adversarial Attack by Limited Point Cloud Surface Modifications | Oct 7, 2021 | Adversarial AttackPoint Cloud Classification | —Unverified | 0 |
| An Age of Information Characterization of SPS for V2X Applications | Dec 19, 2024 | Scheduling | —Unverified | 0 |
| Accelerated Distributed Dual Averaging over Evolving Networks of Growing Connectivity | Apr 18, 2017 | Distributed OptimizationScheduling | —Unverified | 0 |
