| DRAGON: Decentralized Fault Tolerance in Edge Federations | Aug 16, 2022 | Edge-computingFault Detection | —Unverified | 0 |
| Integrating Satellites and Mobile Edge Computing for 6G Wide-Area Edge Intelligence: Minimal Structures and Systematic Thinking | Aug 16, 2022 | Edge-computingManagement | —Unverified | 0 |
| Dynamic Task Software Caching-assisted Computation Offloading for Multi-Access Edge Computing | Aug 15, 2022 | Edge-computing | —Unverified | 0 |
| Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge | Aug 13, 2022 | Edge-computingHeart rate estimation | CodeCode Available | 0 |
| Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers | Aug 4, 2022 | Edge-computingKeyword Spotting | CodeCode Available | 1 |
| Joint Optimization of DNN Inference Delay and Energy under Accuracy Constraints for AR Applications | Aug 3, 2022 | Edge-computingScheduling | —Unverified | 0 |
| Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning | Aug 2, 2022 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Distributed Intelligence in Wireless Networks | Aug 1, 2022 | Decision MakingEdge-computing | —Unverified | 0 |
| Computational complexity reduction of deep neural networks | Jul 29, 2022 | Autonomous NavigationEdge-computing | —Unverified | 0 |
| Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware | Jul 25, 2022 | Edge-computingGesture Recognition | —Unverified | 0 |
| Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing | Jul 22, 2022 | Deep LearningEdge-computing | —Unverified | 0 |
| Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing | Jul 22, 2022 | Edge-computing | —Unverified | 0 |
| LPYOLO: Low Precision YOLO for Face Detection on FPGA | Jul 21, 2022 | CPUDecision Making | CodeCode Available | 1 |
| Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems | Jul 20, 2022 | Edge-computingKnowledge Distillation | —Unverified | 0 |
| Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State of the Art and Future Directions | Jul 20, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| An Intelligent Trust Cloud Management Method for Secure Clustering in 5G enabled Internet of Medical Things | Jul 19, 2022 | Edge-computingManagement | —Unverified | 0 |
| Semantic Novelty Detection via Relational Reasoning | Jul 18, 2022 | Autonomous DrivingEdge-computing | CodeCode Available | 1 |
| Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems | Jul 18, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Latency Minimization for mmWave D2D Mobile Edge Computing Systems: Joint Task Allocation and Hybrid Beamforming Design | Jul 17, 2022 | Edge-computing | —Unverified | 0 |
| EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders | Jul 16, 2022 | Edge-computingEEG | —Unverified | 0 |
| Low-bit Shift Network for End-to-End Spoken Language Understanding | Jul 15, 2022 | Edge-computingQuantization | —Unverified | 0 |
| GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences | Jul 15, 2022 | Edge-computingObject | —Unverified | 0 |
| A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation | Jul 12, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing | Jul 4, 2022 | Edge-computing | —Unverified | 0 |
| Sustainable AI Processing at the Edge | Jul 4, 2022 | BIG-bench Machine LearningEdge-computing | —Unverified | 0 |
| Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks | Jul 2, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| Turbo: Opportunistic Enhancement for Edge Video Analytics | Jun 29, 2022 | Edge-computingGPU | —Unverified | 0 |
| A Feature Memory Rearrangement Network for Visual Inspection of Textured Surface Defects Toward Edge Intelligent Manufacturing | Jun 22, 2022 | Contrastive LearningEdge-computing | —Unverified | 0 |
| Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services | Jun 20, 2022 | Edge-computingFairness | —Unverified | 0 |
| Real-time Full-stack Traffic Scene Perception for Autonomous Driving with Roadside Cameras | Jun 20, 2022 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG | Jun 19, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks | Jun 15, 2022 | Edge-computingQuantization | —Unverified | 0 |
| Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning | Jun 15, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| Edge Security: Challenges and Issues | Jun 14, 2022 | Edge-computing | —Unverified | 0 |
| Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting | Jun 13, 2022 | Edge-computingKeyword Spotting | CodeCode Available | 1 |
| Monitoring and Proactive Management of QoS Levels in Pervasive Applications | Jun 11, 2022 | Decision MakingEdge-computing | —Unverified | 0 |
| IRS for Multi-Access Edge Computing in 6G Networks | Jun 10, 2022 | Edge-computing | —Unverified | 0 |
| Fast Deep Autoencoder for Federated learning | Jun 10, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Efficient Human Pose Estimation via 3D Event Point Cloud | Jun 9, 2022 | 3D Human Pose EstimationEdge-computing | CodeCode Available | 1 |
| An FPGA-based Solution for Convolution Operation Acceleration | Jun 9, 2022 | Edge-computing | CodeCode Available | 1 |
| Slim-neck by GSConv: A lightweight-design for real-time detector architectures | Jun 6, 2022 | Autonomous VehiclesEdge-computing | CodeCode Available | 2 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Edge Semantic Cognitive Intelligence for 6G Networks: Novel Theoretical Models, Enabling Framework, and Typical Applications | May 24, 2022 | Edge-computingSemantic Communication | —Unverified | 0 |
| Dynamic Split Computing for Efficient Deep Edge Intelligence | May 23, 2022 | Edge-computingHyperparameter Optimization | —Unverified | 0 |
| SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments | May 21, 2022 | Edge-computingMulti-Armed Bandits | CodeCode Available | 1 |
| Fast Change Identification in Multi-Play Bandits and its Applications in Wireless Networks | May 20, 2022 | Change DetectionEdge-computing | —Unverified | 0 |
| On the Decentralization of Blockchain-enabled Asynchronous Federated Learning | May 20, 2022 | Edge-computingFederated Learning | —Unverified | 0 |
| On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach | May 20, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Spiking Neural Operators for Scientific Machine Learning | May 17, 2022 | Edge-computingregression | —Unverified | 0 |
| Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks | May 17, 2022 | Edge-computing | —Unverified | 0 |