Songtao Liu
Emails: skl5761@psu.edu; stliu15@fudan.edu.cn
[Google Scholar] [Github]
I am currently a Ph.D. student advised by Dinghao Wu in the College of Information Sciences and Technology at Penn State. And I obtained my Bachelor of Science advised by Zengfeng Huang from School of Data Science at Fudan University in China.
I am interested in Graph Neural Networks, Drug Discovery, and Machine Learning Security.
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Local Augmentation for Graph Neural Networks
Songtao Liu, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu
arXiv preprint:2109.0385, 2021
[pdf] [code] -
Higher-order Weighted Graph Convolutional Networks
Songtao Liu, Lingwei Chen, Hanze Dong, Zihao Wang, Dinghao Wu, Zengfeng Huang
arXiv preprint:1911.04129, 2019
[pdf]
- Tencent AI Lab, Research Intern, hosted by Lanqing Li, 04/2021 - 08/2021