Shuqin Li

The Application of Reinforcement Learning in Amazons

2019

Computer game is a challenging and active research field. The success of AlphaGo has attracted people's attention and enthusiasm in this field, its following version, AlphaZero, provides a general solution for complete information game. However, …

LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs

2024 · arXiv (Cornell University)

Heterogeneous graph neural networks (HGNNs) have significantly propelled the information retrieval (IR) field. Still, the effectiveness of HGNNs heavily relies on high-quality labels, which are often expensive to acquire. This challenge has shifted attention towards …