| Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures | Jun 24, 2025 | Distributed ComputingManagement | —Unverified | 0 |
| Centroid Approximation for Byzantine-Tolerant Federated Learning | Jun 18, 2025 | Distributed ComputingFederated Learning | —Unverified | 0 |
| BanditWare: A Contextual Bandit-based Framework for Hardware Prediction | Jun 16, 2025 | Distributed Computing | —Unverified | 0 |
| Accessibility Barriers in Multi-Terabyte Public Datasets: The Gap Between Promise and Practice | Jun 16, 2025 | Distributed Computing | —Unverified | 0 |
| Compositional and Equilibrium-Free Conditions for Power System Stability -- Part II: Method and Application | Jun 13, 2025 | Distributed Computing | —Unverified | 0 |
| Distributed Beamforming Using Decentralized Time Synchronization in a Six-Element Array | May 19, 2025 | Distributed Computing | —Unverified | 0 |
| Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware | May 18, 2025 | Distributed Computing | —Unverified | 0 |
| Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey | May 3, 2025 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices | May 1, 2025 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise | Apr 23, 2025 | Distributed ComputingVariable Selection | —Unverified | 0 |
| You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models | Apr 16, 2025 | AllDistributed Computing | —Unverified | 0 |
| Tree-Guided L_1-Convex Clustering | Mar 31, 2025 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions | Mar 20, 2025 | 2D Object DetectionDistributed Computing | CodeCode Available | 1 |
| Goal-oriented Spectrum Sharing: Trading Edge Inference Power for Data Streaming Performance | Mar 14, 2025 | Distributed Computing | —Unverified | 0 |
| Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association | Mar 6, 2025 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems | Mar 5, 2025 | BenchmarkingCPU | CodeCode Available | 0 |
| Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform | Feb 28, 2025 | Distributed ComputingDiversity | —Unverified | 0 |
| A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments | Feb 22, 2025 | Autonomous VehiclesDistributed Computing | —Unverified | 0 |
| Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity | Feb 20, 2025 | Cloud ComputingDistributed Computing | —Unverified | 0 |
| Continuous K-Max Bandits | Feb 19, 2025 | Distributed ComputingMulti-Armed Bandits | —Unverified | 0 |
| Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game | Feb 10, 2025 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| DistrEE: Distributed Early Exit of Deep Neural Network Inference on Edge Devices | Feb 6, 2025 | Autonomous VehiclesCollaborative Inference | —Unverified | 0 |
| General Coded Computing in a Probabilistic Straggler Regime | Feb 2, 2025 | Distributed Computing | —Unverified | 0 |
| Byzantine-Robust Federated Learning over Ring-All-Reduce Distributed Computing | Jan 29, 2025 | AllDistributed Computing | —Unverified | 0 |
| Vehicular Multi-Tier Distributed Computing with Hybrid THz-RF Transmission in Satellite-Terrestrial Integrated Networks | Jan 26, 2025 | Distributed ComputingEdge-computing | —Unverified | 0 |
| Secure Resource Allocation via Constrained Deep Reinforcement Learning | Jan 20, 2025 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration | Jan 1, 2025 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Distributed Mixture-of-Agents for Edge Inference with Large Language Models | Dec 30, 2024 | Collaborative InferenceDistributed Computing | CodeCode Available | 0 |
| Computation-and-Communication Efficient Coordinated Multicast Beamforming in Massive MIMO Networks | Dec 24, 2024 | Distributed Computing | —Unverified | 0 |
| A Survey on Inference Optimization Techniques for Mixture of Experts Models | Dec 18, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 3 |
| AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP | Dec 16, 2024 | Anomaly DetectionDistributed Computing | —Unverified | 0 |
| CrossVIT-augmented Geospatial-Intelligence Visualization System for Tracking Economic Development Dynamics | Dec 13, 2024 | Distributed Computing | CodeCode Available | 0 |
| Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning | Dec 12, 2024 | Distributed ComputingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep Learning, Machine Learning, Advancing Big Data Analytics and Management | Dec 3, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Iterative Distributed Multinomial Regression | Dec 2, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 |
| AI Benchmarks and Datasets for LLM Evaluation | Dec 2, 2024 | BenchmarkingDistributed Computing | —Unverified | 0 |
| Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows | Dec 2, 2024 | Decision MakingDistributed Computing | —Unverified | 0 |
| Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness | Nov 19, 2024 | Distributed ComputingEdge-computing | —Unverified | 0 |
| Body-Resonance Human Body Communication | Nov 16, 2024 | Distributed Computing | —Unverified | 0 |
| Online Parallel Multi-Task Relationship Learning via Alternating Direction Method of Multipliers | Nov 9, 2024 | Distributed ComputingMulti-Task Learning | CodeCode Available | 0 |
| Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey | Nov 8, 2024 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| Flexible Coded Distributed Convolution Computing for Enhanced Fault Tolerance and Numerical Stability in Distributed CNNs | Nov 3, 2024 | Computational EfficiencyDistributed Computing | —Unverified | 0 |
| V2X-Assisted Distributed Computing and Control Framework for Connected and Automated Vehicles under Ramp Merging Scenario | Oct 30, 2024 | Distributed ComputingModel Predictive Control | CodeCode Available | 0 |
| Optimization and Application of Cloud-based Deep Learning Architecture for Multi-Source Data Prediction | Oct 16, 2024 | Deep LearningDistributed Computing | —Unverified | 0 |
| Asynchronous Stochastic Gradient Descent with Decoupled Backpropagation and Layer-Wise Updates | Oct 8, 2024 | Distributed Computing | —Unverified | 0 |
| Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraint | Oct 7, 2024 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Handy Appetizer | Sep 25, 2024 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning | Sep 22, 2024 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning | Sep 14, 2024 | Bilevel OptimizationDistributed Computing | —Unverified | 0 |
| Stability of Primal-Dual Gradient Flow Dynamics for Multi-Block Convex Optimization Problems | Aug 28, 2024 | Distributed Computing | —Unverified | 0 |