Artificial Intelligence for Multimedia .- Retinal Vessel Segmentation Using an AttentionEnhanced U-Net Architecture.- A Weighted Ensemble Approach Integrating Large Language Models for Enhanced Agricultural Knowledge Retrieval.- Improving Image Classification Efficiency with Knowledge Distillation and Channel Attention.- Explainable Graph-Based Retrieval-Augmented Generation with Landmark-Centric Reasoning Paths.- Knowledge Distillation-Based Lightweight Model for Solar Cell Defect Classification.- Task-Evoked BOLD Contrast and Machine Learning for Schizophrenia Classification: A DMN-Focused and Whole-Brain Analysis.- Edge-Aware Lightweight Network for Medical Image Segmentation.

- Evaluating the Impact of Backbone Networks and Input Resolution on Forearm Acupoint Localization.- Pronoun Matters: A Benchmark for Diagnosing Gender Bias in Emotion Classification.- Analyzing Hyperparameter Optimization Methods for Federated Learning Systems.- Recognition of Radicals of Guqin Music Notation by YOLO.- RMSF-ViT: Randomized Multi-Scale Fusion Vision Transformer. Multimedia System and Applications .- Enhancing Traceability and Interpretability of Datasets for RAG Evaluation: A Context-ID-Aware and GraphBased Visualization Approach.- Intelligent Personality-aware AR Gait Training using Smart Glasses: Personalized Multimodal Feedback for Next-generation Digital Rehabilitation.

- A High-Fidelity Synthetic MetaAcuPoint Depth (MAP-d) Dataset for Acupoint Localization Using MetaHuman Avatars.- Noise-induced distributed scheduling of message transmission of receiver-less nodes in APCMA.- AI-based health monitoring system for old buildings.- Phase-Specific Gait Characterization and Plantar Load Progression Analysis Using Smart Insoles.- A Bilingual App for Campus Wayfinding and Local Cultural Immersion.