EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning
Preprint available on arXiv
Authors: Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning
Published in TheWebConf (a.k.a. WWW) 2023
Authors: Nianzu Yang, Kaipeng Zeng, Qitian Wu, Junchi Yan
Learning Substructure Invariance for Out-of-Distribution Molecular Representations
Published in NeurIPS 2022 (Spotlight)
Authors: Nianzu Yang, Kaipeng Zeng, Qitian Wu, Xiaosong Jia, Junchi Yan
Molecule Generation for Drug Design: a Graph Learning Perspective
Preprint available on arXiv
Authors: Nianzu Yang*, Huaijin Wu*, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation
Published in ICML 2021
Authors: Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
Middle Layer Based Scalable Learned Index Scheme
Published in Journal of Software
Authors: Yuanning Gao, Jinbiao Ye, Nianzu Yang, Xiaofeng Gao, Guihai Chen