| Compositional Video Synthesis with Action Graphs | Jun 27, 2020 | SchedulingVideo Generation | CodeCode Available | 1 | 5 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | 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 |
| GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy | May 18, 2025 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| ControlLLM: Augment Language Models with Tools by Searching on Graphs | Oct 26, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| ConsumerBench: Benchmarking Generative AI Applications on End-User Devices | Jun 21, 2025 | BenchmarkingCPU | CodeCode Available | 1 | 5 |
| GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs | Nov 29, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| How Does Critical Batch Size Scale in Pre-training? | Oct 29, 2024 | Scheduling | CodeCode Available | 1 | 5 |
| D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation | Feb 14, 2022 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Graph Neural Networks-Based User Pairing in Wireless Communication Systems | May 14, 2023 | Graph Neural NetworkScheduling | CodeCode Available | 1 | 5 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 | 5 |
| CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning | Jan 14, 2025 | Deep Reinforcement LearningGPU | 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 |
| Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training | Feb 16, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| Decentralized Training of Foundation Models in Heterogeneous Environments | Jun 2, 2022 | GPUScheduling | CodeCode Available | 1 | 5 |
| HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing | Oct 11, 2021 | Cloud ComputingManagement | 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 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs | May 26, 2025 | Computational EfficiencyScheduling | CodeCode Available | 1 | 5 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 | 5 |
| Deep Reinforcement Agent for Scheduling in HPC | Feb 11, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care | Nov 12, 2021 | Model SelectionScheduling | 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 |
| Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters | Sep 3, 2021 | GPUManagement | CodeCode Available | 1 | 5 |
| DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting | Mar 15, 2022 | SchedulingTime Series | CodeCode Available | 1 | 5 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Flipping the switch on local exploration: Genetic Algorithms with Reversals | Feb 2, 2022 | Heuristic SearchScheduling | CodeCode Available | 1 | 5 |
| ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction | Apr 24, 2024 | PredictionScheduling | CodeCode Available | 1 | 5 |
| FedZero: Leveraging Renewable Excess Energy in Federated Learning | May 24, 2023 | Federated LearningScheduling | CodeCode Available | 1 | 5 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge | May 17, 2025 | Image GenerationScheduling | CodeCode Available | 1 | 5 |
| FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity | Nov 14, 2022 | Federated LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| FADNet: A Fast and Accurate Network for Disparity Estimation | Mar 24, 2020 | Disparity EstimationScheduling | CodeCode Available | 1 | 5 |
| ACE, a generic constraint solver | Jan 6, 2023 | Scheduling | CodeCode Available | 1 | 5 |
| Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent | Sep 11, 2020 | Bayesian InferenceFederated Learning | CodeCode Available | 1 | 5 |
| Automated Learning Rate Scheduler for Large-batch Training | Jul 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health | Aug 17, 2023 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| ES-Net: An Efficient Stereo Matching Network | Mar 5, 2021 | Autonomous DrivingDepth Estimation | 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 |
| Episodic Policy Gradient Training | Dec 3, 2021 | Policy Gradient MethodsScheduling | CodeCode Available | 1 | 5 |
| Forecasting SQL Query Cost at Twitter | Apr 12, 2022 | CPUScheduling | CodeCode Available | 1 | 5 |
| A Unified Framework for Soft Threshold Pruning | Feb 25, 2023 | compressed sensingScheduling | CodeCode Available | 1 | 5 |
| Empowering Vector Graphics with Consistently Arbitrary Viewing and View-dependent Visibility | May 27, 2025 | 3DGSScheduling | CodeCode Available | 1 | 5 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos | Feb 9, 2016 | Offline surgical phase recognitionOnline surgical phase recognition | CodeCode Available | 1 | 5 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 | 5 |
| Effective Multi-User Delay-Constrained Scheduling with Deep Recurrent Reinforcement Learning | Aug 30, 2022 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging | Dec 4, 2020 | Model Predictive ControlScheduling | CodeCode Available | 1 | 5 |
| Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | Apr 12, 2024 | BlockingManagement | CodeCode Available | 1 | 5 |
