2RDA: Representation and Relation Distillation with Data Augmentation -- A Document-Level Relation Extraction Framework with Dynamic Pruning -- A Global Feature Fusion Network for Lettuce Growth Trait Detection -- Adaptive Embedding and Distribution Re-Margin for Long-tail Recognition -- Adaptive Propagation Network Based on Multi-Scale Information Fusion -- An Efficient Approach for Improving the Recall of Rough Abstract Retrieval in Scientific Claim Verification -- An Explainable Feature Selection Approach for Fair Machine Learning -- Anchor link prediction based on trusted anchor re-identification -- Application of Data Encryption in Chinese Named Entity Recognition -- Attractor dynamics drive flexible timing in birdsong -- Boost Predominant Instrument Recognition Performance with MagiaSearch and MagiaClassifier -- Can Machine Learning Support Improvement in Effective Nutrition of patients in Critical Care Units? -- Cross-Domain Transformer with Adaptive Thresholding for Domain Adaptive Semantic Segmentation -- Delineation of prostate boundary from medical images via a mathematical formula-based hybrid algorithm -- Diversifying non-dissipative Reservoir Computing dynamics -- Efficient Reinforcement Learning using State-Action Uncertainty with Multiple Heads -- Exploring the role of feedback inhibition for the robustness against corruptions on event-based data -- Extracting feature space for synchronizing behavior in an interaction scene using unannotated data -- F-E Fusion:A Fast Detection Method of Moving UAV Based on Frame and Event Flow -- Few-shot Relational Triple Extraction based on Evaluation of Token-Level Semantic Similarity -- GII: a Unified Approach to Representation Learning in Open Set Recognition with Novel Category Discovery -- Glancing text and vision regularized training to enhance machine translation -- Global-Temporal Enhancement for Sign Language Recognition -- Global-to-contextual Shared Semantic Learning for Fine-grained Vision-language Alignment -- Gradient-based Learning of Finite Automata -- Hierarchical Contrastive Learning for CSI-based Fingerprint Localization -- Higher Education Programming Competencies: A Novel Dataset -- Higher Target Relevance Parallel Machine Translation with Low-Frequency Word Enhancement -- I^2KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding -- Imbalanced Few-shot Learning based on Meta-transfer Learning -- Impact Analysis of Climate Change on Floods in an Indian Region using Machine Learning -- Improving Limited Resource Speech Recognition Performance with Latent Regression Bayesian Network -- Input Layer Binarization with Bit-Plane Encoding -- Investigation of Information Processing Mechanisms in the Human Brain during Reading Tanka Poetry -- Joint Demosaicing and Denoising with Frequency Domain Features -- Knowledge Distillation with Feature Enhancement Mask -- Label-description Enhanced Network for Few-shot Named Entity Recognition -- Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm -- LaneMP: Robust Lane Attention Detection based on Mutual Perception of Keypoints -- LE-MVSNet: Lightweight Efficient Multi-view Stereo Network -- Lightweight Reference-Less Summary Quality Evaluation via Key Feature Extraction -- Limited Information Opponent Modeling.