Wang Yucheng

๐Ÿ“ 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.

๐Ÿ”ฌ 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.

๐Ÿ“ข Recent Highlights

  • ๐Ÿ† One paper on shape-aware foundation model for time series accepted by AAAI 2026
  • ๐Ÿ† One paper on source-free MTS domain adaptation accepted by ACM KDD 2025
  • ๐Ÿ“„ One paper on RNA-small molecule binding affinity prediction accepted by BIBM 2025
  • ๐Ÿง  One paper on cross-frequency coupling graph attention accepted by Neural Networks (2025)
  • ๐Ÿ“„ Temporal Source Recovery for time-series SFDA accepted by IEEE TPAMI
  • ๐Ÿงฌ MVRBind and DeepRSMA accepted by Briefings in Bioinformatics and Bioinformatics (2024)
  • ๐Ÿ“„ SEA++ published in IEEE TPAMI (2024)
  • ๐Ÿ† Two papers โ€” Graph Contextual Contrasting & FC-STGNN โ€” accepted by AAAI 2024
  • ๐Ÿ“„ Local-Global Correlation Fusion accepted by IEEE TNNLS (2023)
  • ๐Ÿ“„ SEnsor Alignment accepted by AAAI 2023