Integrating Long-term Multi-Interest and Conditional Diffusion Enhancement for Sequential Recommendation

Device Type Identification with Deep Metric Learning

LogicSGL: Uncertainty-Calibrated Structure-Level LLM Distillation for Sparse and Noisy Interaction Graphs

Hyperbolic Space-Based Dual Graph Fusion for Knowledge Tracing

A Joint Sound Localization and Classification Method Embedded with Multi-Stage Attention and Dynamic Training Strategy

Frequency Energy Adaptive Normalization for Non-Stationary Time Series Forecasting

Multi‐source Anomaly Detection Using Feature Selection and Relevant Subspace

DHCom-NAS: Dynamic Heterogeneous Community Detection via Neural Architecture Search

Predictive Pruning for Graph of Thoughts in Multi-Hop Reasoning

LogAMF: Adaptive Multi-feature Fusion for Log Anomaly Detection

DGHKT: Adaptive Dual-view Gated Hypergraph Networks for Knowledge Tracing

Mitigating Popularity Bias in Recommendation with Diffusion-Contrastive Learning and Gated Alignment

Course-to-Concept Graph Recommendation for Next-Course Prediction in MOOCs

Quantitative Research on Information Cocoon of Social Network Users based on System Dynamics Model

DSDKT: Robust Knowledge Tracing via Trend Residual Decomposition and Difficulty Debiasing

Dual-View Uncertainty-Aware Representation Learning for Tabular Anomaly Detection