Advances and Challenges in Computer Science and Information Technology: Learning and Analytics in Intelligent Systems

A Learning-Based Method for Graph COPs that Integrates GNNs with Search Methods.- Research on QUBO Modeling Methods of COPs.- Hyperbolic Give You More: Learning Combinatorial Optimization Algorithm over Graph in Hyperbolic Space.- A Photovoltaic Power Generation Forecast Method Based on GRU-KAN.- Spin Glass Optimization: The Convergence of LLMs and Evolutionary Algorithms.- A Multi-Chain-of-Thought Prompting Framework for StarCraft II Micromanagement with Large Language Models.- DNKD: Self-Supervised Dual Network Knowledge Distillation for Constrained Optimization.- Leveraging Internet of Things (IoT) Technologies in Bipolar Disorder.- Evaluating the Viability of Bockchain Solutions Through a Multi-Dimension Methodology: A Case Study on Malware Detection.- Urban Health Twin Unifying City Telemetry and Digital Gait Biomarkers.- Multi-network Data Transmission Solution for Aviation Thermometer Workshop.- A Fine-Tuned Large Time-Series Model for Soft Sensing in Industrial Processes.- Hybrid Permutation Entropy and Its Multiscale Extension for Quantifying the Complexity of Time Series.- LoRA-Based Fine-Tuning of Multimodal LLMs for Steel Surface Defect Recognition.- A Vision-Based Displacement Monitoring System for Buildings: Design and Implementation.- Micro-Crack Width Monitoring Device for Concrete Structure Based on Contact Image Sensor.- Friend Recommendation for Social Networks Using Gale-Shapley Algorithm.- Improving Ensemble Kalman Filtering Efficiency Using Ranked Set Sampling: Application to Lithium-Ion Battery State Estimation.- Intelligent control method for multi terminal secure access of electronic archives big data based on CP-ABE algorithm.- Research on the Application of Old Film Style Filters in Film and Television Post-production.- Research on Efficient Dynamic Simulation Technology for Artillery Equipment.- Symptom Prediction in Chronic Disease Management with Machine Learning Methods.- A Hybrid Knowledge Retrieval Framework for QA Systems in Ancient Chinese Cultural Heritage.- Integrate Neural Computing with Symbolic Reasoning to Make Better AGI.- Fuzzy Logic Integrated with the Internet of Things for Environmental Management in Garlic sprouts Cultivation.- DFQ: A Data-Free Quantization Algorithm for Large Language Models with Superior Scale and Zero Point.- Cognitive Networks in Micro-Lecture Design: An Epistemic Network Analysis of Student-LLM Interactions for Procedural Knowledge.- Assembly Sequence Planning Method Based on Multi-Level Structure and Process Rule Constraints.- Design and Application of a Calorie Recognition Camera Based on ESP32 and CNN.- Does the Use of Generative Artificial Intelligence Lead to Learners' Metacognitive Laziness: A Study Based on Motivation Theory.- Teacher–GenAI Co-Design of Classroom Micro-Games: A Quasi-Experimental Study in High-School Programming.- Intelligent Optimization Algorithms Empower the Design of Microfluidic Chip Valve Control Systems: Construction of a Fluid Flow Precision Control Model Based on Particle Swarm Optimization.- AI-Powered Competitive Advertising: Multimodal Personalization for Digital Markets.