51 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.CL2022★ 3 cited
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
Huijuan Wang, Siming Dai, Weiyue Su +7
Relational graph neural networks have garnered particular attention to encode graph context in knowledge graphs (KGs). Although they achieved competitive performance on small KGs,…
cs.IR2021★ 1 cited
NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC
Weiyue Su, Zeyang Fang, Hui Zhong +6
WikiKG90M in KDD Cup 2021 is a large encyclopedic knowledge graph, which could benefit various downstream applications such as question answering and recommender systems. Participa…
cs.LG2021★ 51 cited
Adam revisited: a weighted past gradients perspective
Hui Zhong, Zaiyi Chen, Chuan Qin +4
Adaptive learning rate methods have been successfully applied in many fields, especially in training deep neural networks. Recent results have shown that adaptive methods with expo…