Advanced Intelligent Computing Technology and Applications

.- Neural Networks. .- Event Data Classification using TPE-based Deep Spiking Neural Networks. .- TIINet: A Three-Stage Interactive Integration Network for RGB-D Salient  Object Detection. .- Dynamic Semantic Graph Learning with Progressive Alignment for Image-Text Matching. .- MGTDGraph: Multi-granularity Graph Attention Networks for Multivariate  Long-term Time Series Forecasting. .- Topology-Aware Discriminative Graph Convolutional Network for  Skeleton-Based Action Recognition. .- Online Delay Learning Algorithm for Feedforward Spiking Neural Networks  Based on Spike Train Kernels. .- Energy-Constrained UAV Network Topology Recovery Based on Graph  Convolutional Networks. .- UBDet: An Unsupervised Breast Tumor Detection Framework with  Boundary-Aware Enhancement. .- Bidirectional Interactive Prompt Fusion and Noise Filtering for Multimodal  Aspect-Based Sentiment Analysis. .- AMTerrain: Research on Arbitrary-Modal Terrain Segmentation Based on  Text Guidance. .- Correlation Adaptive Dynamic Graph Convolutional Networks for Traffic  Flow Prediction. .- EMDC-YOLO: A Residual Multi-Scale Attention and Cross-Scale Fusion based Method for Pedestrian Detection in Crowded Scenes. .- A Novel Lightweight YOLO Method for Satellite Remote Sensing via  Matrix Decomposition. .- TSMDM-Net: A Speech Emotion Recognition Model Based on Multi-Scale  Time Series Dynamic Modeling. .- Research on Contrastive Learning-Based Knowledge Distillation for Deep  Graph Neural Networks. .- Two-view Fusion Graph Neural Networks for Graph Classification. .- MambaForDIF: Distance-Importance Features and Long-Range  Dependencies for Enhancing Aspect-Based Sentiment Analysis. .- FedCWE: Federated Cluster-based Weight Sampling and Ensemble Learning  for Non-IID Data. .- ORE: an Offline Redundancy Elimination System for GNN Acceleration. .- Time Efficiency: Legendre Polynomials in Kolmogorov-Arnold Network. .- SCAUnet: Symmetric Cross-Attention U-net model for Semantic  Segementation. .- Self-Attention Multiscale Mixed Propagation Network Based on Contrastive  Augmentation. .- Sentiment Perception from Tokens: A Multitask Learning Framework with  Entropy-Driven Fusion. .- GCLCP: Graph Contrastive Learning with Convolutional Perturbation for  Recommendation. .- Agro-LLaVA-Next: A Large Multimodal Model for Plant Diseases  Recognization. .- LTL-GCL:A more efficient layer-to-layer graph contrastive learning method  for recommender system. .- IMVGCN : Interactive Multi-view Learning Graph Convolutional Networks for Traffic Flow Forecasting. .- An Inverse Cavity Scattering Inversion Method Based On Adaptive Neural Fuzzy Inference System. .- Entity Backdoor Attacks Against Fine-Tuned Models. .- Knowledge Graph Denoising with Dual Contrast for Recommendation. .- DDformer: Deepfake Detection with Multimodal Fusion Transformer. .- Improved Transfer Learning based on Increased Model Capacity and Weight Re-initialization for ResNet. .- BEVboost: Research on 3D Object Detection Method for Roadside Based on  Multi-Feature Fusion. .- ARG-Net：Gaze Estimation Based on Adversarial Learning and Learnable  Networks. .- GNN Advanced Heuristics Algorithm for Solving Multi-Depot Vehicle  Problem. .- MSDBNet: A Multi-Scale and Dual-Branch Network for Cross-Domain  Person Re-identification. .- Global and Local Feature Enhancement for Short Video Fake News  Detection. .- SpikingRM: Efficient Scheduling Algorithm Based on Spiking Neural  Network and Deep Reinforcement Learning. .- Infrared Multi-Scale Target Detection Based on Improved YOLOv11 and Spatiotemporal Features. .- Hierarchical Attention-Driven Dynamic Graph Neural Networks for  Accurate Supply Chain Demand Forecasting. .- DHCBR: Evaluating the Influence of Supply Chain Complex Network  Nodes Based on ResNet. .- An Efficient DNN Training Method with Progressive Pruning. .- TPKD: Teacher-Pruned Knowledge Distillation for Point Cloud-Based 3D  Object Detection. .- Network Protocol Security Evaluation via LLM-enhanced Fuzzing in  Extended ProFuzzBench.