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| Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers | Oct 13, 2021 | Extreme Multi-Label ClassificationGPU | CodeCode Available | 0 |
| Exploring Large Language Models for Word Games:Who is the Spy? | Mar 19, 2025 | Scheduling | CodeCode Available | 0 |
| A Spatiotemporal Deep Neural Network for Fine-Grained Multi-Horizon Wind Prediction | Sep 9, 2023 | Scheduling | CodeCode Available | 0 |
| Pitfalls and Best Practices in Algorithm Configuration | May 17, 2017 | Experimental DesignScheduling | CodeCode Available | 0 |
| Onsite Job Scheduling by Adaptive Genetic Algorithm | Jun 4, 2023 | Scheduling | CodeCode Available | 0 |
| Key-Value Retrieval Networks for Task-Oriented Dialogue | May 15, 2017 | Information RetrievalRetrieval | CodeCode Available | 0 |
| Reinforcement Learning -based Adaptation and Scheduling Methods for Multi-source DASH | Jul 25, 2023 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 0 |
| Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources | Apr 26, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| KernelOracle: Predicting the Linux Scheduler's Next Move with Deep Learning | May 21, 2025 | CPUDeep Learning | CodeCode Available | 0 |
| InterQ: A DQN Framework for Optimal Intermittent Control | Apr 12, 2025 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Data Sharing and Compression for Cooperative Networked Control | Sep 29, 2021 | Scheduling | CodeCode Available | 0 |
| On the impact of selected modern deep-learning techniques to the performance and celerity of classification models in an experimental high-energy physics use case | Feb 3, 2020 | CPUData Augmentation | CodeCode Available | 0 |
| On the Importance of Noise Scheduling for Diffusion Models | Jan 26, 2023 | DenoisingScheduling | CodeCode Available | 0 |
| Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications | Feb 12, 2019 | CPUDeep Learning | CodeCode Available | 0 |
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| Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT | Mar 27, 2024 | Deep Reinforcement LearningScheduling | CodeCode Available | 0 |
| Constrained Reinforcement Learning for Dynamic Material Handling | May 23, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems | Sep 25, 2023 | ChatbotDecision Making | CodeCode Available | 0 |
| SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models | Sep 28, 2023 | Data AugmentationDenoising | CodeCode Available | 0 |
| On the Real-time Vehicle Placement Problem | Dec 4, 2017 | Scheduling | CodeCode Available | 0 |
| Splitwiser: Efficient LM inference with constrained resources | Apr 21, 2025 | GPUScheduling | CodeCode Available | 0 |
| Biased Backpressure Routing Using Link Features and Graph Neural Networks | Jul 13, 2024 | Scheduling | CodeCode Available | 0 |
| Message Scheduling for Performant, Many-Core Belief Propagation | Sep 24, 2019 | GPUProtein Folding | CodeCode Available | 0 |
| Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration | Oct 17, 2024 | DenoisingScheduling | CodeCode Available | 0 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
| Metaheuristics for the Online Printing Shop Scheduling Problem | Jun 22, 2020 | Job Shop SchedulingScheduling | CodeCode Available | 0 |
| XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments | Dec 19, 2022 | Scheduling | CodeCode Available | 0 |
| Imitating Cost-Constrained Behaviors in Reinforcement Learning | Mar 26, 2024 | Imitation Learningreinforcement-learning | CodeCode Available | 0 |
| A Multiperiod Workforce Scheduling and Routing Problem with Dependent Tasks | Aug 6, 2020 | Scheduling | CodeCode Available | 0 |
| DRL-Based Medium-Term Planning of Renewable-Integrated Self-Scheduling Cascaded Hydropower to Guide Wholesale Market Participation | Jan 8, 2025 | Deep Reinforcement LearningScheduling | CodeCode Available | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| Explicit and Implicit Graduated Optimization in Deep Neural Networks | Dec 16, 2024 | global-optimizationimage-classification | CodeCode Available | 0 |
| Towards An Unsupervised Learning Scheme for Efficiently Solving Parameterized Mixed-Integer Programs | Dec 23, 2024 | Scheduling | CodeCode Available | 0 |
| Q-Newton: Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent | Apr 30, 2024 | Scheduling | CodeCode Available | 0 |
| FastFace: Fast-converging Scheduler for Large-scale Face Recognition Training with One GPU | Apr 17, 2024 | Face RecognitionGPU | CodeCode Available | 0 |
| How Does Data Freshness Affect Real-time Supervised Learning? | Aug 15, 2022 | Scheduling | CodeCode Available | 0 |
| PM-Gati Shakti: Advancing India's Energy Future through Demand Forecasting -- A Case Study | Jul 30, 2023 | Demand ForecastingScheduling | CodeCode Available | 0 |
| Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs | Feb 25, 2022 | SchedulingTime Series | CodeCode Available | 0 |
| SAUCE: Synchronous and Asynchronous User-Customizable Environment for Multi-Agent LLM Interaction | Nov 5, 2024 | Scheduling | CodeCode Available | 0 |
| Policy-Based Self-Competition for Planning Problems | Jun 7, 2023 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| SRFS: Parallel Processing Fault-tolerant ROS2-based Flight Software for the Space Ranger Cubesat | Dec 11, 2024 | ManagementScheduling | CodeCode Available | 0 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | CodeCode Available | 0 |
| Application Performance Modeling via Tensor Completion | Oct 18, 2022 | SchedulingTensor Decomposition | CodeCode Available | 0 |
| β-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation | Mar 26, 2025 | Anomaly DetectionManagement | CodeCode Available | 0 |
| A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels | Jan 20, 2020 | GPUPrediction | CodeCode Available | 0 |
| Mobility Offer Allocations in Corporate Settings | Oct 11, 2018 | Scheduling | CodeCode Available | 0 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| Minimizing Queue Length Regret for Arbitrarily Varying Channels | Jan 23, 2025 | Scheduling | CodeCode Available | 0 |
| Power- and Fragmentation-aware Online Scheduling for GPU Datacenters | Dec 23, 2024 | CPUGPU | CodeCode Available | 0 |