Community Detection via Joint Graph Convolutional Network Embedding in Attribute Network. - Di Jin 001; Bingyi Li; Pengfei Jiao; Dongxiao He; Hongyu Shan (ICANN (Workshop), 2019)

NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks. - Hongyu Shan; Di Jin 001; Pengfei Jiao; Ziyang Liu 004; Bingyi Li; Yuxiao Huang (ICDM, 2020)

Modeling with Node Popularities for Autonomous Overlapping Community Detection. - Di Jin 001; Bingyi Li; Pengfei Jiao; Dongxiao He; Hongyu Shan; Weixiong Zhang (ACM Trans. Intell. Syst. Technol., 2020)

Inductive Link Prediction with Interactive Structure Learning on Attributed Graph. - Shuo Yang; Binbin Hu; Zhiqiang Zhang 012; Wang Sun; Yang Wang; Jun Zhou 011; Hongyu Shan; Yuetian Cao; Borui Ye; Yanming Fang; Quan Yu (ECML/PKDD (2), 2021)

Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval. - Xiaojie Sun; Keping Bi; Jiafeng Guo; Xinyu Ma; Yixing Fan; Hongyu Shan; Qishen Zhang; Zhongyi Liu (CIKM, 2023)

Beyond Two-Tower: Attribute Guided Representation Learning for Candidate Retrieval. - Hongyu Shan; Qishen Zhang; Zhongyi Liu; Guannan Zhang; Chenliang Li (WWW, 2023)

Unveiling the influence of behavioural, built environment and socio-economic features on the spatial and temporal variability of bus use using explainable machine learning. - Sui Tao; Francisco Rowe; Hongyu Shan (CoRR, 2024)