Scholar

WANG Yucheng

Google Scholar ID: fYdXtSoAAAAJ

Nanyang Technological University, Agency for Science, Technology and Research (A*STAR)

Deep LearningGraph Neural NetworkAI for Manufacturing

Citations & Impact

All-time

Citations

448

H-index

i10-index

Publications

Co-authors

list available

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Publications

20 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Sep 2024: Our paper “Local-Global Correlation Fusion based Graph Neural Network for Remaining Useful Life Prediction” has been reported on A*STAR Research Highlights.
Aug 2024: One paper entitled “SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation” has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence.
Dec 2023: Two papers entitled “Graph Contextual Contrasting for Multivariate Time Series Classification” and “Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data” have been accepted by AAAI 2024 (acceptance rate: 23.75%).
Oct 2023: One paper entitled “Local-Global Correlation Fusion based Graph Neural Network for Remaining Useful Life Prediction” has been accepted by IEEE Transactions on Neural Networks and Learning Systems.
Jan 2023: One paper entitled “Multivariate Time Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network” has been accepted by IEEE Transactions on Artificial Intelligence.
Nov 2022: One paper entitled “SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation” has been accepted by AAAI 2023 (acceptance rate: 19.6%).

Research Experience