Xinyang Chen

SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning

Unified Transferability Metrics for Time Series Foundation Models

Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers

Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation

Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin