Networking Systems of AI

.- Deep learning and AI method. .- TPS: Trust-Aware Pruning for Byzantine Robustness Federated Learning in Real-Time Edge Systems. .- Adaptive Illumination Recovery for Backlit Images: Leveraging U-Retinex-Net and Iterative Prompt Learning. .- Hierarchical Adaptive Transmission for Point Cloud Video Streaming based on Rein-forcement Learning.     .- DFST: Dual-Stream Frequency-Spatial Transformer for Robust Deepfake Detection. .- Split Learning with MobileViT: A Performance Evaluation of Communication and Inference. .- Unleashing the Potential of Transformers: An Efficient Inference Framework with Split Learning. .- Communication and Edge Computing. .- CSI-Free Holographic Beamforming Enabled by Recordable and Reconfigurable Metasurface.     .- COSMOS: A Distributed Multi-Granularity Recognition Framework for Earth Obser-vation Applications in Satellite Edge Computing Networks. .- Bayesian Near-Field Multiuser Tracking via Non-Stationarity Reconfigurable Intelli-gent Surface. .- DHRA: DQN based Deterministic Heterogeneous Resource Allocation for Multi-User Holographic Conferencing. .- A Docker Container-based Dynamic Allocation System for Computational Re-sources. .- CmpV2X: Enabling Communication-efficient and Robust Cooperative Perception for Internet-of-Vehicles. .- EATSA: An MPTCP Scheduling Algorithm Based on Expected Arrival Time and Its Application in Bandwidth Compensation. .- Supporting Dependent Task at Edge: A Computation-communication-cache Inte-grated Service Architecture. .- Behavior Modeling and Social Computing. .- OEL-AD: An Online Evolutive Learning Framework for Cross-Region Adaptive Au-tonomous Driving. .- An Online Evolutive Framework for Cross-Subject EEG Emotion Recognition. .- Intelligent Prediction Model for Key Group Propagation Based on Community Parti-tion and Multiple Influences. .- Identify Neural areas for Bilingual by interpreting EEG-based deep learning models. .- Virtual Reality and Intelligent Application. .- Performance Analysis and Modeling of Monitoring Systems for Sustainable Agricul-ture. .- Design and Research of Multiuser and Multimodal Virtual Fitness Equipment Based on VR.