Wang Yucheng
๐ I am a Senior Research Engineer at the Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore. I am also a part-time PhD student at Nanyang Technological University (NTU) under the supervision of Prof. Xie Lihua and Dr. Chen Zhenghua.
๐ฌ My research interests span Graph Neural Networks (GNN), Multivariate Time-Series (MTS) data, and Unsupervised Domain Adaptation (UDA), with a focus on time-series representation learning and transfer learning.
๐ข Recent Highlights
- ๐ One paper on shape-aware foundation model for time series accepted by AAAI 2026
- ๐ One paper on source-free MTS domain adaptation accepted by ACM KDD 2025
- ๐ One paper on RNA-small molecule binding affinity prediction accepted by BIBM 2025
- ๐ง One paper on cross-frequency coupling graph attention accepted by Neural Networks (2025)
- ๐ Temporal Source Recovery for time-series SFDA accepted by IEEE TPAMI
- ๐งฌ MVRBind and DeepRSMA accepted by Briefings in Bioinformatics and Bioinformatics (2024)
- ๐ SEA++ published in IEEE TPAMI (2024)
- ๐ Two papers โ Graph Contextual Contrasting & FC-STGNN โ accepted by AAAI 2024
- ๐ Local-Global Correlation Fusion accepted by IEEE TNNLS (2023)
- ๐ SEnsor Alignment accepted by AAAI 2023
