Information and Communication Technology
Description
These CCIS five-part volumes constitutes the referred proceedings of the 14th International Symposium on Information and Communication Technology, SOICT 2025, held in Nha Trang, Vietnam, during December 12-14, 2025.
The 119 full papers and 117 short papers were included in this were carefully reviewed and selected from 345 submissions. They focus on research including Networking and Communication Technologies, AI Foundation and Big Data, AI Applications, Multimedia Processing, Software Engineering, and Recent Advances in Cyber Security.
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Content
.- MMCS: Multimodal Mamba Channel Switching for Object Detection via RGB-IR Fusion.
.- Hierarchical Multi-Modal Retrieval for Knowledge-Grounded News Image Captioning.
.- A Dual-Path approach for Time Series Anomaly Detection in Building Environmental Sensors.
.- Balancing Quality, Speed, and Compactness of 3D Gaussian Splatting.
.- Balancing Efficiency and Fairness in the Integrated Truck-Drone Dispatching Problem with Dynamic Endurance via Pareto Front Grid Guided Multi-objective Optimization.
.- An Optimization-Driven Fusion Framework of Vision-Language Foundation Models for Large-Scale Video Retrieval.
.- MiRAGE: Misconception Detection with Retrieval-Guided Multi-Stage Reasoning and Ensemble Fusion.
.- Text-Driven 3D Interior Scene Generation using 3D Gaussian Splatting.
.- Finite-time error control combining neural networks in noisy environments and mobile targets.
.- AUF iAssist: A Web-Based Helpdesk System for Efficient Support and Concern Resolution.
.- Tokenization in Protein Language Models: Methods, Taxonomy, and Applications.
.- Balanced Multimodal Training through Unified Forward-Backward Modulation Strategy.
.- FLoRA-KD: Efficient Communication in Federated Learning for Multi-Organ Segmentation through LoRA Knowledge Distillation.
.- Fast and Lightweight CNN Model for EEG Person Identification on Constrained Hardware.
.- The Min-makespan Vehicle Routing Problem with Drones under Multiple Trips and Visits.
.- MERVIN: A Unified Framework for Multimodal Event Retrieval in Vietnamese News Videos.
.- Propagated Presence: A Bluetooth Propagation-Based Method for Automated Classroom Attendance on Mobile Devices.
.- OTGen-FSIS: Optimal Transport-Driven Feature Generation for Few-Shot Instance Segmentation.
.- MPPO-GEM: Reinforcement Learning Approach for Generating Evasive Malware against Static and Dynamic Malware Detectors.
.- SolARG: A Collaborative Tangible Augmented Reality Game for Learning Gravity and Solar System Planets.
.- Aligning Time and Semantics (ATS): A System for Temporal Retrieval and Alignment of Key Events.
.- Grey Wolf Optimization with Entropy Control for Coverage in DSNs.
.- Task-Aware Harmonization of Sentinel-2 for Canopy Height Mapping: A Deep Learning Application in the Ngoc Linh Mountains, Vietnam.
.- Entropy-Based Gradient Weighting and Batch-Size Adaptation for Virtual Data-Parallel Training.
.- Adaptive Multi-Level Attention for Effective Cross-Domain Brain Tumor Detection.
.- Auto-Prompting with Retrieval Guidance for Frame Detection in Logistics.
.- DAKTA: Directional Kolmogorov-Arnold Classifier for Task Arithmetic in Continual Learning.
.- Unlocking Arbitrary-Length Querying for Video Retrieval via Advanced Vision-Language Models and Hybrid Temporal Search.
.- A Lightweight and Robust Framework for Waveform Classification Using Dynamic Warping and State-Space Models.
.- Factors Influencing the Actual Use of AI-Enabled Chatbots in Digital Wallets for Personal Financial Management Among Vietnamese Online Users.
.- Toward Adaptive Web Application Honeypots: Fine-Tuned Large Language Models for Realistic Response Emulation.
.- CIAN: Multi-Stage Framework for Event-Enriched Image Captioning via Retrieval-Augmented Generation.
.- Enhancing RAFT with Knowledge Graphs for Question Answering on Vietnamese Legal Texts.
.- A Bounded Model Checking Approach for Verifying OSEK/VDX Applications.
.- Pri-WeDec: A Private Deep Learning Approach for Weapon Detection in Digital Forensics.
.- Efficient Video Retrieval for Less-Resourced Languages via Multi-Modal Semantic Search.
.- GAFB-MKL: Adaptive Filter Banks via Genetic Algorithm and Sparse Multiple Kernel Learning for EEG-based Motor Imagery Classification.
.- Critical Success Factors for AI Adoption: A Multivocal Literature Review and a Top Management Perspective.
.- Part-GNN: A Partitioning-Based Graph Neural Network for Efficient Memory Large Scale Data Classification.
.- Towards Reliable Oriented Surgical Instrument Detection: Benchmark and Evaluation.
.- Exploring Consumer Behavior in Clean Food Consumption using Positive-Negative Association Rule Mining: A Case Study in Vietnam.
.- Toward a Culture Aware Vietnamese Mental Health Support Chatbot with Large Language Models.
.- Tournament-Inspired Elimination Reranking for Multi-Modal Video Retrieval.
.- Linguistic and Semantic Graph-based Neural Networks for Hate Speech Detection.
.- AuMoM: A Framework for Learning Discriminative Speaker Embeddings using a Mamba-based Mixture of Experts and Contrastive Loss.
.- A deep learning model for drug-target interactions prediction in drug discovery.
.- Evaluating Phylogenetic and Ancestral Recombination Graph Approaches for Analyzing RNA Virus Recombination: A Case Study of SARS-CoV-2 in Vietnam.