Jingwei Guo (郭经纬)

I am currently an Algorithm Engineer at Alibaba Group. I obtained PhD in Computer Science from the University of Liverpool in 2024, under the supervision of Prof. Kaizhu Huang, Prof. Xinping Yi, and Prof. Rui Zhang. My PhD study is on the modeling and analysis of structured data using Graph Neural Networks (GNNs), specifically including 1) identifying and analyzing the inherent limitations of GNNs due to often inappropriate assumptions in complex graph environments; 2) discovering and leveraging latent patterns within these environments to improve the real-world applicability of GNNs. Previously, I received Bsc in Applied Math from Xi’an Jiaotong-Liverpool University in 2018.

Contact: jingweiguo19@outlook.com; jingweiguo19@gmail.com