| Large Language Models for Power Scheduling: A User-Centric Approach | Jun 29, 2024 | Intent RecognitionPrompt Engineering | CodeCode Available | 1 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Teola: Towards End-to-End Optimization of LLM-based Applications | Jun 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Towards Secure and Efficient Data Scheduling for Vehicular Social Networks | Jun 28, 2024 | Q-LearningScheduling | —Unverified | 0 |
| Explore as a Storm, Exploit as a Raindrop: On the Benefit of Fine-Tuning Kernel Schedulers with Coordinate Descent | Jun 28, 2024 | GPUScheduling | CodeCode Available | 0 |
| Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services | Jun 27, 2024 | Scheduling | CodeCode Available | 2 |
| Optimized Waveform Design for OFDM-based ISAC Systems Under Limited Resource Occupancy | Jun 27, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning | Jun 25, 2024 | Federated Learningimage-classification | —Unverified | 0 |
| Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks | Jun 24, 2024 | Multi-agent Reinforcement LearningScheduling | —Unverified | 0 |
| Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning | Jun 22, 2024 | Graph Neural NetworkModel Selection | CodeCode Available | 0 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model | Jun 22, 2024 | Incremental LearningMeta-Learning | —Unverified | 0 |
| Cost-Effective RF Fingerprinting Based on Hybrid CVNN-RF Classifier with Automated Multi-Dimensional Early-Exit Strategy | Jun 21, 2024 | Scheduling | —Unverified | 0 |
| Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach | Jun 21, 2024 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| GOAL: A Generalist Combinatorial Optimization Agent Learning | Jun 21, 2024 | Combinatorial OptimizationScheduling | CodeCode Available | 1 |
| CascadeServe: Unlocking Model Cascades for Inference Serving | Jun 20, 2024 | modelScheduling | —Unverified | 0 |
| Resource Optimization for Tail-Based Control in Wireless Networked Control Systems | Jun 20, 2024 | GPRPrediction | —Unverified | 0 |
| Graph Neural Networks for Job Shop Scheduling Problems: A Survey | Jun 20, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework | Jun 17, 2024 | Scheduling | —Unverified | 0 |
| To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions | Jun 17, 2024 | Scheduling | CodeCode Available | 0 |
| Optimizing Large Model Training through Overlapped Activation Recomputation | Jun 13, 2024 | modelScheduling | —Unverified | 0 |
| Towards Unified AI Models for MU-MIMO Communications: A Tensor Equivariance Framework | Jun 13, 2024 | Scheduling | —Unverified | 0 |
| Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm | Jun 12, 2024 | Scheduling | —Unverified | 0 |
| Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey | Jun 12, 2024 | Deep LearningScheduling | —Unverified | 0 |
| Optimal Scheduling of Battery Storage Systems in the Swedish Multi-FCR Market Incorporating Battery Degradation and Technical Requirements | Jun 11, 2024 | Scheduling | —Unverified | 0 |
| ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators | Jun 11, 2024 | Edge-computingScheduling | CodeCode Available | 0 |
| Capacity Credit Evaluation of Generalized Energy Storage Considering Strategic Capacity Withholding and Decision-Dependent Uncertainty | Jun 11, 2024 | Decision MakingScheduling | —Unverified | 0 |
| SpikePipe: Accelerated Training of Spiking Neural Networks via Inter-Layer Pipelining and Multiprocessor Scheduling | Jun 11, 2024 | Scheduling | —Unverified | 0 |
| Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets | Jun 11, 2024 | Neural Architecture SearchScheduling | —Unverified | 0 |
| Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling | Jun 11, 2024 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Design and Scheduling of an AI-based Queueing System | Jun 11, 2024 | Model SelectionPrediction | —Unverified | 0 |
| PowerInfer-2: Fast Large Language Model Inference on a Smartphone | Jun 10, 2024 | CPULanguage Modeling | CodeCode Available | 9 |
| NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing | Jun 10, 2024 | SchedulingVideo Editing | CodeCode Available | 2 |
| CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion | Jun 7, 2024 | SchedulingVideo Generation | —Unverified | 0 |
| Online Frequency Scheduling by Learning Parallel Actions | Jun 7, 2024 | Graph Neural NetworkQ-Learning | —Unverified | 0 |
| Differentiable Combinatorial Scheduling at Scale | Jun 6, 2024 | Scheduling | CodeCode Available | 1 |
| Model fusion for efficient learning of nonlinear dynamical systems | Jun 6, 2024 | Scheduling | —Unverified | 0 |
| NATURAL PLAN: Benchmarking LLMs on Natural Language Planning | Jun 6, 2024 | BenchmarkingScheduling | —Unverified | 0 |
| Joint Association, Beamforming, and Resource Allocation for Multi-IRS Enabled MU-MISO Systems With RSMA | Jun 5, 2024 | Scheduling | —Unverified | 0 |
| Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems | Jun 5, 2024 | Autonomous DrivingScheduling | —Unverified | 0 |
| Simulation-based approach for Multiproject Scheduling based on composite priority rules | Jun 4, 2024 | ManagementScheduling | —Unverified | 0 |
| Windex: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks | Jun 4, 2024 | Scheduling | —Unverified | 0 |
| Adaptive Relaxation based Non-Conservative Chance Constrained Stochastic MPC | Jun 4, 2024 | Scheduling | —Unverified | 0 |
| Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling | Jun 4, 2024 | Reinforcement Learning (RL)Scheduling | —Unverified | 0 |
| Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion | Jun 4, 2024 | AnatomyData Augmentation | —Unverified | 0 |
| An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing | Jun 3, 2024 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow | Jun 3, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systems | Jun 3, 2024 | Dataset GenerationFederated Learning | —Unverified | 0 |
| Optimal Transmission Power Scheduling for Networked Control System under DoS Attack | Jun 1, 2024 | Scheduling | —Unverified | 0 |
| On the project risk baseline: integrating aleatory uncertainty into project scheduling | May 31, 2024 | BenchmarkingScheduling | —Unverified | 0 |