Ada-CODAT: Adaptive Class Optimal Distribution Adversarial Training for Balanced Robustness and Class-wise Fairness

ASNN-KWS: Adaptive Spiking Neural Networks with R-STDP for Keyword Spotting

HST-POI: Joint Hypergraph and Phased Spatio-Temporal Learning for Next POI Recommendation

PINNs integrating the lattice Boltzmann method: a neural-kinetic operator review

Norm-driven Illumination and Color Adaptive Wavelet Network for Illumination Adaptation

A Novel Neural Network Verification Method Based on Abstraction Refinement

A Denoising Framework for Real-World Ultra-Low-Dose Lung CT Images Based on an Image Purification Strategy

D-PINN:An Improved Physics-Informed Neural Network via Differential Attention Mechanism

An Efficient Neural Network Based on Quaternary Logic Operators

LAGR: Compensate Layer Pruning with Adaptive Gated Residuals for Efficient Compression

MSR-Net: Multi-model Synergistic Residual Network for Efficient Large-Small Model Collaboration

MusicExtender: Generating Polyphonic Piano Music with Long-term Structures via Similarity-guided Diffusion Inpainting

RBM‑Net: End-to-End Intrusion Detection for IoT Networks Based on Spatio-Temporal Feature Fusion

TAG-Net: Time-Interval-Gated Graph Learning for Irregular Multivariate Time Series Forecasting

NeuralGCM-En4DVar: A Differentiable Hybrid Ensemble 4D-Var Data Assimilation Framework

Dynamic Mixture-of-Experts for Multi-modal Knowledge Graph Completion