E-raamat: Collaborative Computing: Networking, Applications and Worksharing: 21st EAI International Conference, CollaborateCom 2025, Shanghai, China, November 15-16, 2025, Proceedings, Part II

.- Federated Learning & Collaborative working.
.- A Data Fusion Processing Architecture for Multi-Node Network Cooperative
Integrated Sensing and Communication.
.-  Robustness Analysis of Multi-layer LEO Satellite Networks with Dynamic
Heterogeneous Cascading Failure Model.
.- AC-KVS: Adaptive Centralized Key-Value Scheduler in Programmable Switch
for Distributed Key-value Stores.
.- FedSTAR: A Federated Learning Framework for Reliable Trajectory Prediction
under Spatiotemporal Heterogeneity.
.- A Hierarchical Model of Trusted Federation Based on Adaptive Mutual
Learning.
.- A Service-Oriented Adaptive Hierarchical Incentive Solution for Federated
Learning.
.- Correlation Aware Imbalanced Multimodal Fusion in IoT Environment.
.- Trust-Aware UAV-Vehicle Hierarchical Collaboration for Efficient
Multimedia Big Data Collection.
.- PVA-FL: Practical Verifiable Aggregation for Privacy Preserving Federated
Learning.
.-  H2A-BPMN: A Hierarchical & Hybrid Agent Framework for Industrial BPMN
Automated Modeling.
.- LADSG: Label-Anonymized Distillation and SimilarGradient Substitution for
Label Privacy in Vertical Federated Learning.
.- Edge computing & Task scheduling.
.- CPRGO : Delay-Aware Task Scheduling Strategy for Edge-Cloud Continuum in
Multi-Hop Network Environments.
.-  Partial Pairwise Preference-Driven Task Allocation in Volunteer
Crowdsourcing.
.- A deep matrix completion method for recovering edge collaborative sensing
data in the Internet of Vehicles.
.- DCPS: A Novel Community-Interest-Aware Centralized Resource Scheduling
Method for Cooperative MEC Caching.
.- Adaptive Multi-Objective Task Scheduling for K3s-Enabled UAV Swarms.
.- Adaptive Multi-Resource Orchestration for Latency Critical Service
Function Chains in Mobile Edge Networks.
.- Joint Model Deployment and Task Offloading with Load Balancing for DNN
Inference in Vehicular Edge Computing.
.- Security and Blockchain applications.
.- MVTest: Automated Metamorphic Testing of Multi-View Perception Systems.
.- Cyber-Attack Detection in Federated Learning: A Bidirectionally Secure and
Verifiable Architecture.
.- GANBFL: A Reliable Incentive Mechanism for Federated Learning via GAN
Based Evaluation and Blockchain Integration.
.-  A Review of Hardware Accelerated Design and Optimization Techniques for
Reconfigurable Cryptosystems.
.- CLCBA: A Secure and Efficient Identity Authentication Scheme for
Cross-Chain Interoperability.
.- A Cross-Chain Key Agreement and Regulatory Governance Framework Based on
Peninsula Group
Permutation Rational Functions.
.- Anomaly Detection.
.- SkyPatrol: Aerial Peer Perspective Vision based Anomalous UAV
Recognition.
.- A Novel Dynamic Spatio-Temporal Collaborative Model for Multivariate Time
Series Anomaly Detection.
.- Topology-enhanced Graph Attention Network for Anomaly Detection in IIoT
Domain.
.- An Adversarial Detection and Defense Method based on Neural Discrete
Representation.
.- MemGT: Memory-augmented Graph Transformer based Unsupervised Model for
Collaborative Internet of Things Anomaly Detection.
.-  Multi-scale Timefrequency Collaborative Feature Learning for
Unsupervised Anomaly Detection in Fluctuating IoT Time Series.