Haoxin Liu

Haoxin Liu

Ph.D. student in Computer Science at Georgia Tech focusing on time-series forecasting, graph learning, and large language models.

LightSGCN: Powering Signed Graph Convolution Network for Link Sign Prediction with Simplified Architecture Design

Published in SIGIR 2022, 2022

Recommended citation: Haoxin Liu. "LightSGCN: Powering Signed Graph Convolution Network for Link Sign Prediction with Simplified Architecture Design." SIGIR 2022.

Haoxin Liu (sole author) presents LightSGCN, a simplified signed graph convolutional network for link sign prediction accepted to SIGIR 2022 (acceptance rate 24.7%).