1 code implementation • 28 Jan 2021 • Meiqi Zhu, Xiao Wang, Chuan Shi, Houye Ji, Peng Cui
Graph Neural Networks (GNNs) have received considerable attention on graph-structured data learning for a wide variety of tasks.
no code implementations • 2 Sep 2020 • Jinghan Shi, Houye Ji, Chuan Shi, Xiao Wang, Zhiqiang Zhang, Jun Zhou
The prosperous development of e-commerce has spawned diverse recommendation systems.
no code implementations • IJCNLP 2019 • Hu Linmei, Tianchi Yang, Chuan Shi, Houye Ji, Xiao-Li Li
Then, we propose Heterogeneous Graph ATtention networks (HGAT) to embed the HIN for short text classification based on a dual-level attention mechanism, including node-level and type-level attentions.
3 code implementations • WWW 2019 2019 • Xiao Wang, Houye Ji, Chuan Shi, Bai Wang, Peng Cui, P. Yu, Yanfang Ye
With the learned importance from both node-level and semantic-level attention, the importance of node and meta-path can be fully considered.
Ranked #1 on Heterogeneous Node Classification on DBLP (PACT) 14k
Social and Information Networks