.- YOLOv8_ODY:An Object Detection Model for Traffic SignsT. .- Mask-Based Matching Enhancement for Unsupervised Point Cloud Registration. .- Driver action recognition based on Dynamic Adaptive Transformer. .- SimNET: A Deep learning macroscopic traffic simulation model for signal controlled urban road network. .- UAV-LMDN: Lightweight Multi-Scale Small Object Detection Network for Unmanned Aerial Vehicle Perspective. .- LRDN: Lightweight Risk Detection Network for Power System Operations. .- Personalized Federated Learning by Model Pruning via Batch Normalization Layers. .- IT-HMDM: Invertible Transformer for Human Motion Diffusion Model. .- Fashion Image Retrieval Based on Multimodal Features Enhancement and Fusion. .- Syntactic Enhanced Multi-Channel Graph Convolutional Network for Aspect-based Sentiment Analysis. .- Intelligent Helmet System for Hazardous Area Detection based on Digital Twin Technology. .- An Evaluation of a Simulation System for Visitors in Exhibit Halls. .- Foley Agent: Automatic Sound Design and Mixing Agent for Silent Videos Driven by LLMs. .- Deep Metric Learning with  Feature Aggregation for Generalizable Person Re-Identification. .- Diverse 3D Human Pose Generation in Scenes based on Decoupled Structure. .- A Combination Simulation Method for Low Orbit Large Scale Satellites via STK and NS2. .- Semantic-Guided Prompt Learning Network for Generalized Zero-Shot Learning. .- MiT-Unet: Mixed Transformer Unet for Transmission Line Segmentation in UAV Images. .- Semantic-driven multi-character multi-motion 3D animation generation. .- MSAR: A Mask Branch Module Integrating Multi-scale Attention And RefineNet. .- Multi-level Knowledge Distillation for Class  Incremental Learning. .- Research on the algorithm of helmet-wearing detection based on the optimized Mobilevit and Centernet. .- Better Sampling, towards Better End-to-end small Object Detection. .- Stealthily Launch Backdoor Attacks Against Deep Neural Network Models via Steganography. .- Seat belt wearing detection based on Efficient Det_Ad. .- DHNet: A Depth wise Separable Convolution-based High-Resolution Full Projector Compensation Network. .- Denoising Implicit Feedback for Extractive Question Answering. .- Iterative Consistent Attentional Diffusion Model for Multi-Contrast MRISuper-Resolution.