AI Algorithms and Systems.- Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition.- Second-Order Gradient Loss Guided Single-Image Super-Resolution.- The implementation and optimization of FFT calculation based on the MT-3000 chip.- EDFI: Endogenous Database Fault Injection with a Fine-Grained and Controllable Method.- Topic Section Headings: AI for Ocean Science and Engineering.- Diffusion Probabilistic Models for Underwater Image Super-Resolution.- Classification Method for Ship-Radiated Noise Based on Joint Feature Extraction.- AI in Finance.- Forecasting the price of Bitcoin using an explainable CNN-LSTM model.- Augmenting Bankruptcy Prediction using Reported Behavior of Corporate Restructuring.- AI for Education.- A New Dataset and Method for Creativity Assessment Using the Alternate Uses Task.- AI for Materials Science and Engineering.- Convolutional Graph Neural Networks for Predicting Enthalpy of Formation in Intermetallic Compounds Using Continuous Filter Convolutional Layers Predicting Li Transport Activation Energy with Graph Convolutional Neural Network.- AI for Medicine.- KGCN-DDA: a knowledge graph based GCN method for drug-disease association prediction.- Machine Learning for time-to-event prediction and survival clustering: A review from statistics to deep neural networks.- Label-independent Information Compression for Skin Diseases Recognition.- AI for Civil Aviation.- 3D Approach Trajectory Optimization Based on Combined Intelligence Algorithms.- A-SMGCS: Innovation, Applications, and Future Prospects of Modern Aviation Ground Movement Management System.- AI for High Energy Physics.- An Intelligent Image Segmentation Annotation Method Based on Segment Anything Model.- ParticleNet for Jet Tagging in Particle Physics on FPGA.- Application of Graph Neural Networks in Dark Photon Search with VisibleDecays at Future Beam Dump Experiment.- Neutrino Reconstruction in TRIDENT Based on Graph Neural Network.- Charged particle reconstruction for future high energy colliders with Quantum Approximate Optimization Algorithm.- AI for Law.- A Levy Scheme for User-Generated-Content Platforms and its Implication for Generative AI Providers.- Moving Beyond Text: Multi-modal Expansion of the Toulmin Model for Enhanced AI Legal Reasoning.- The Worldwide Contradiction Of The GAI Regulatory Theory Paradigm And China's Response: Focus On The Theories Of Normative Models And Regulatory Systems.- Intelligent Forecasting of Trademark Registration Appeal with TF-IDF and XGBoost.- Review of Big Data Evidence in Criminal Proceedings: Basis of Academic theory, Practical Pattern and Mode Selection.