Yang Yang

Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding

Feature Synergy and Interference: An Analysis for Time-Series Classification

NeuroSketch: An Effective Framework for Neural Decoding via Systematic Architectural Optimization

On the Limits of End-to-End Learning: Why Statistical Features Dominate in Hyper-Fragmented Battery Prognostics

TimbrePalette: A Controllable Multi-Style Generation Model for Timbre Enhancement

Cypher-RI: Reinforcement Learning for Integrating Schema Selection into Cypher Generation

Multi-Label Node Classification with Label Influence Propagation

KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks

Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations

Beatrix: Out-of-Distribution Generalization of Large EEG Model via Invariant Contrastive Fine-Tuning

Are Synthetic Time-series Data Really not as Good as Real Data?