This two-volume set CCIS 3138 -3139 constitutes the proceedings of the Third International Conference on Cloud and Network Computing, ICCNC 2026, which was held in Chongqing, China, during May 1517, 2026.

The 85 full papers presented in this volume were carefully reviewed and selected from 233 submissions.

Inhalt

.- MADRL-based Net Energy Consumption Optimization for RIS and SWIPT-Assisted Edge Collaborative Networks.

.- IOP: A Scalable Framework for Parallel I/O Performance Collection and Aggregation.

.- Distributed Expert Caching at the Edge: Towards Low-Latency MoE Inference via Cross-Layer Prediction.

.- Cross-Modal Consistency Learning via Shared Latent Space Autoencoder for Defending Against Physical Adversarial Attacks.

.- Semantic-Enhanced Feature Selection for Cooperative Perception in Connected Autonomous Vehicles.

.- Joint Optimization for Fairness-Revenue Adjustable Network Slices Embedding.

.- Hierarchical Reinforcement Learning for Joint Task Allocation and Energy Optimization in Multi-UAV Systems.

.- An Overlapping Coalition Formation and Double Auction Mechanism for UAV Swarm Intelligent Perception.

.- Incentive-Compatible Resource Allocation for Multi-Modal Semantic Communications in UAV-ISAC.

.- Satellite Sensing Secure Transmission Method Based on Dynamic Uncertainty Modeling.

.- Multi-Source Heterogeneous Spatiotemporal Data Fusion and Cloud-Edge Collaborative Early Warning Method for Space-Ground Power IoT.

.- ADHP-Net: An Asymmetric Dilated and High-Pass Purification Network for Dam Termite Nest Detection.

.- Multi-dimensional Intelligent Classroom Evaluation based on Face Recognition and Student Behavior Analysis.

.- Enhancing Football Action Valuation: A Machine Learning Framework Integrated with Tracking and Event Data.

.- SP-TD3: A Safety-Aware Computational Intelligence Framework for Autonomous Driving Decision-Making in Dense Traffic Environments.

.- Adaptive Mutual Federated Prompting for Heterogeneous Clients.

.- ToxiMCLIP: Leveraging CLIP and Adaptive Fusion for Multimodal Toxic Content Detection in Memes.

.- Research on the Construction of an Integrated Framework for Government Data Management and Knowledge Organization.

.- TriHuman: Scalable Dynamic Human Reconstruction for Large-Scale AI-driven Multimedia Systems.

.- A Unified Leakage-Free Evaluation of Deep Learning Models for Grape Bunch Detection in Vineyard Environment.

.- End-to-End GPR Rebar Detection and Localization Based on Mixed-Loss Autoencoder and Attention-Enhanced YOLOv8.

.- Task-Oriented Enhancement for Robust Object Detection under Illumination Imbalance with Quantified Edge-Side Trade-offs.

.- MTF-Net: Multi-Modal Temporal Feature Fusion Network for Pedestrian Intention Prediction.

.- Deep Personalized Network for Thermal Comfort Intention Prediction in Smart Home.

.- FNMamba: A Far-to-Near Scanning Dual Mamba Network for Hyperspectral Image Unmixing.

.- Carbon Emission Deviation Attribution in Green Industrial Parks Based on Shadow Accounting, Drift Detection, and Causal Analysis.

.- GRAG Governance-Aware Retrieval-Augmented Generation for Carbon Regulatory Question Answering.

.- Scene-Adaptive Graph Ranking Algorithm for Roof Moisture-Hazard Assessment.

.- An Improved YOLO11s-OBB-Based Method for Crack Detection in Complex Park Environments.

.- Path planning algorithm for mobile robots based on improved Informed-RRT.

.- Machine Learning-Based Prediction of Solids Content in Drilling Fluids Using Field Data.

.- Stage-Aware Active Learning from Cold Start to Warm Start.

.- DPST-SAM: A Dual-Prompt Self-Training Framework for Cross-Domain Thyroid Nodule Segmentation.

.- AMD-YOLO: Lightweight Insulator Defect Detection via Adaptive Downsampling and Multi-Scale Gated Attention.

.- Function-Level Fine-Grained Parallel I/O Performance Prediction and Strategy Recommendation for Domestic Supercomputers.

.- YOLO11-SPD: An Efficient and Robust Framework for Road Defect Detection.

.- AV-CN-LLM: An End-to-End Multi-modal Large Language Model for Robust Audio-Visual Speech Recognition.

.- Tracking Method For Underwater Fish School Detection Based On Improved YOLOv8.

.- Federated Learning-Based Cross-Regional Wastewater Treatment Plant Cluster Collaborative Modeling.

.- Variational Prompt Learning and Adaptive Spatial Refinement for Zero-Shot Anomaly Detection.

.- Hierarchical Task Modeling and Temporal-Logic-Driven Multi-Agent Orchestration for NL2API.

.- SAM Meets Holistic Dual-Branch Learning for Remote Sensing Semantic Change Detection.

.- Dual-Convolution Enhanced Reconstruction Attack in Federated Learning.

.- An Efficient Distributed Log Storage Scheme Based on Dual-Tier Merkle Trees.