Algorithms and Architectures for Parallel Processing

Updates Leakage Attack against Private Graph Split Learning.- Incremental Board Learning System Based on Feature Selection.- High-Capacity Image Hiding via Compressible Invertible Neural Network.- Crop Classification Methods Based on Siamese CBMM-CNN Architectures Using Hyperspectral Remote Sensing Data.- Secure and Revocable Multi-authority CP-ABE for Mobile Cloud Computing.- Software Crowdsourcing Allocation Algorithm Based on Task Priority.- Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions.- Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network.- Hybridization of One- and Two-point Bandits Convex Optimization in Non-stationary Environments.- Style-specific Music Generation From Image.- Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking.- Enhancing Text-Image Person Re-identification via Intra-Class Relevance Learning.- FEDNPAIT: Federated Learning with NADAM and PADAM for Instruction Tuning.-Feature Augmented Meta-learning on Domain Generalization for Evolving Malware Classification.- Coordinated Multi-regional Logistics Path Planning: A Broad Reinforcement Learning Framework.- Path Optimization Method Under UAV Charging Scheduling Network.- Cross-Modal Mask and Detail Alignment for Text-based Person Retrieval.- Prototype Enhancement for Few-shot Point Cloud Semantic Segmentation.- Towards Information Sharing Beetle Antennae Search Optimization.- A Cost-Effective Data Placement Strategy based on Battle Royale Optimization in Multi-Cloud Edge Environments.- A Multi-Holder Role and Strange Attractor-Based Data Possession Proof in Medical Clouds.- Privacy-Preserving Federated Learning Framework In Response Gaming Systems.- Federated Learning and Parallel Prompt Scheduling Strategies for Large Language Models.