Xinyu Chen

An Adaptive Deep Clustering Pipeline to Inform Text Labeling at Scale

2022 · arXiv (Cornell University)

Mining the latent intentions from large volumes of natural language inputs is a key step to help data analysts design and refine Intelligent Virtual Assistants (IVAs) for customer service and sales support. We created a …

Seismic Noise Suppression Method Based on Wave-Unet and Attention Mechanism

2024 · IEEE Transactions on Geoscience and Remote Sensing

Seismic noise suppression refers to a data processing technique utilized to bolster the signal-to-noise ratio of recorded seismic signals. This enhancement in clarity can significantly amplify the efficacy of subsequent analysis and processing endeavors. With …

DcKE: A Dual Encoder-decoder Knowledge Embedding Model for Link Prediction

2024

Knowledge Graph Embedding (KGE) is a powerful technique for predicting missing links in knowledge graphs. Current mainstream research primarily focuses on Transformer-based language pre-training models and graph neural network models. However, these models suffer from …

AI Literacy Development Among Pre-service Preschool Teachers in Private College: Current Status and Strategies

2025 · Advances in Education Humanities and Social Science Research

The rapid development of artificial intelligence (AI) technology has brought profound changes to the education sector. However, fostering AI literacy among pre-service preschool teachers in private colleges remains underexplored, with a lack of targeted strategies …