| Q-Newton: Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent | Apr 30, 2024 | Scheduling | CodeCode Available | 0 |
| Online Electricity Purchase for Data Center with Dynamic Virtual Battery from Flexibility Aggregation | Apr 30, 2024 | Scheduling | —Unverified | 0 |
| Transition Rate Scheduling for Quantization-Aware Training | Apr 30, 2024 | QuantizationScheduling | —Unverified | 0 |
| A Knowledge-driven Memetic Algorithm for the Energy-efficient Distributed Homogeneous Flow Shop Scheduling Problem | Apr 28, 2024 | Scheduling | —Unverified | 0 |
| Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing | Apr 27, 2024 | Edge-computingScheduling | —Unverified | 0 |
| Personalized Federated Learning via Sequential Layer Expansion in Representation Learning | Apr 27, 2024 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| Improving TAS Adaptability with a Variable Temperature Threshold | Apr 25, 2024 | Scheduling | —Unverified | 0 |
| Timely Communications for Remote Inference | Apr 25, 2024 | feature selectionScheduling | —Unverified | 0 |
| Age of Information Minimization using Multi-agent UAVs based on AI-Enhanced Mean Field Resource Allocation | Apr 24, 2024 | Q-LearningScheduling | —Unverified | 0 |
| ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction | Apr 24, 2024 | PredictionScheduling | CodeCode Available | 1 |
| Digital Twin of Industrial Networked Control System based on Value of Information | Apr 23, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Learning Word Embedding with Better Distance Weighting and Window Size Scheduling | Apr 23, 2024 | Scheduling | —Unverified | 0 |
| FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks | Apr 23, 2024 | Federated LearningScheduling | —Unverified | 0 |
| Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories | Apr 22, 2024 | Edge-computingReinforcement Learning (RL) | —Unverified | 0 |
| Graph Coloring Using Heat Diffusion | Apr 21, 2024 | Scheduling | CodeCode Available | 0 |
| Grid-aware Scheduling and Control of Electric Vehicle Charging Stations for Dispatching Active Distribution Networks. Part-II: Intra-day and Experimental Validation | Apr 19, 2024 | Model Predictive ControlScheduling | —Unverified | 0 |
| Grid-aware Scheduling and Control of Electric Vehicle Charging Stations for Dispatching Active Distribution Networks. Part-I: Day-ahead and Numerical Validation | Apr 19, 2024 | Model Predictive ControlScheduling | —Unverified | 0 |
| FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation | Apr 19, 2024 | DecoderNetwork Embedding | CodeCode Available | 2 |
| Contract Scheduling with Distributional and Multiple Advice | Apr 18, 2024 | PredictionScheduling | —Unverified | 0 |
| Unknown Interference Modeling for Rate Adaptation in Cell-Free Massive MIMO Networks | Apr 18, 2024 | Scheduling | —Unverified | 0 |
| FastFace: Fast-converging Scheduler for Large-scale Face Recognition Training with One GPU | Apr 17, 2024 | Face RecognitionGPU | CodeCode Available | 0 |
| A Model Predictive Control Scheme for Flight Scheduling and Energy Management of Electric Aviation Networks | Apr 14, 2024 | energy managementManagement | —Unverified | 0 |
| Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems | Apr 13, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | Apr 12, 2024 | BlockingManagement | CodeCode Available | 1 |
| Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks | Apr 12, 2024 | Deep LearningScheduling | CodeCode Available | 0 |
| Optimal EV Charging Scheduling at Electric Railway Stations Under Peak Load Constraints | Apr 11, 2024 | energy managementManagement | —Unverified | 0 |
| High Noise Scheduling is a Must | Apr 9, 2024 | DenoisingImage Generation | —Unverified | 0 |
| Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey | Apr 9, 2024 | Data CompressionDeep Learning | —Unverified | 0 |
| Enhance Low-Carbon Power System Operation via Carbon-Aware Demand Response | Apr 8, 2024 | Scheduling | —Unverified | 0 |
| Exploring Quantization and Mapping Synergy in Hardware-Aware Deep Neural Network Accelerators | Apr 8, 2024 | QuantizationScheduling | CodeCode Available | 0 |
| The Case for Developing a Foundation Model for Planning-like Tasks from Scratch | Apr 6, 2024 | Scheduling | —Unverified | 0 |
| A Block-Coordinate Descent EMO Algorithm: Theoretical and Empirical Analysis | Apr 4, 2024 | Scheduling | —Unverified | 0 |
| Formulating the Restoration of Distribution Networks as a Multiple Traveling Salesman Problem | Apr 4, 2024 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach | Apr 3, 2024 | Hierarchical Reinforcement LearningScheduling | —Unverified | 0 |
| On the reduction of Linear Parameter-Varying State-Space models | Apr 2, 2024 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Orchestrating UAVs for Prioritized Data Harvesting: A Cross-Layer Optimization Perspective | Apr 1, 2024 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Beyond Suspension: A Two-phase Methodology for Concluding Sports Leagues | Mar 29, 2024 | SchedulingStochastic Optimization | —Unverified | 0 |
| Gain-Only Neural Operators for PDE Backstepping | Mar 28, 2024 | Scheduling | —Unverified | 0 |
| MineLand: Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs | Mar 28, 2024 | AI AgentMinecraft | CodeCode Available | 2 |
| Impact of Employing Weather Forecast Data as Input to the Estimation of Evapotranspiration by Deep Neural Network Models | Mar 27, 2024 | Scheduling | —Unverified | 0 |
| Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT | Mar 27, 2024 | Deep Reinforcement LearningScheduling | CodeCode Available | 0 |
| CoBOS: Constraint-Based Online Scheduler for Human-Robot Collaboration | Mar 27, 2024 | Scheduling | CodeCode Available | 0 |
| ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching | Mar 26, 2024 | CPUGPU | —Unverified | 0 |
| Imitating Cost-Constrained Behaviors in Reinforcement Learning | Mar 26, 2024 | Imitation Learningreinforcement-learning | CodeCode Available | 0 |
| Optimal Operation of Reconfigurable Active Distribution Networks Aiming at Resiliency Improvement | Mar 25, 2024 | Scheduling | —Unverified | 0 |
| Scheduling Power-Intensive Operations of Battery Energy Storage Systems and Application to Hybrid Hydropower Plants | Mar 25, 2024 | Scheduling | —Unverified | 0 |
| AIOS: LLM Agent Operating System | Mar 25, 2024 | AI AgentLanguage Modelling | CodeCode Available | 0 |
| Semantic-Aware Remote Estimation of Multiple Markov Sources Under Constraints | Mar 25, 2024 | Q-LearningReinforcement Learning (RL) | —Unverified | 0 |
| A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids | Mar 25, 2024 | Model Predictive ControlScheduling | —Unverified | 0 |
| Decoupling parameter variation from noise: Biquadratic Lyapunov forms in data-driven LPV control | Mar 25, 2024 | LEMMAScheduling | —Unverified | 0 |