S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang and Ji-Rong Wen CIKM2020 [pdf] [code] [note]
Subgraph Neural Networks Nips2020
Rnnlogic : Learning Logic Rules For Reasoning On Knowledge Graphs Meng Qu*, Junkun Chen*, Louis-Pascal Xhonneux, Yoshua Bengio, Jian Tang ICLR2020 [pdf] [note]
Uncertainty-Aware Label Refinement for Sequence Labeling EMNLP2020
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction
Mining Verb-Oriented Commonsense Knowledge Jingping Liu, Yuanfu Zhou, Dan Wu, Chao Wang, Haiyun Jiang, Sheng Zhang, Bo Xu, Yanghua Xiao ICDE2020 short [pdf]