Songtao Liu

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[Google Scholar] [Github]
Email: skl5761@psu.edu

Hi, this is Songtao. I’m currently a third-year Ph.D. student advised by Prof. Peng Liu at Penn State. I obtained my B.S. from School of Data Science at Fudan University. I am interested in machine learning and generative AI.

I’m looking for an internship or visiting position this fall, please contact me if you are interested in my research.

Publications

• FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
  Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu
  International Conference on Machine Learning (ICML), 2023
  [arXiv] [Code]

• Local Augmentation for Graph Neural Networks
  Songtao Liu, Rex Ying, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu
  International Conference on Machine Learning (ICML), 2022
  [arXiv] [Code]

Professional Services

Conference/Journal/Workshop Reviewer: AAAI 2023, KDD 2023, ICML 2022/2024, NeurIPS 2022/2023, ICLR 2024, AISTATS 2024, GLFrontiers@NeurIPS 2023, TMLR