Graph Structural-topic Neural Network. - Qingqing Long; Yilun Jin; Guojie Song; Yi Li 044; Wei Lin (KDD, 2020)

GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks. - Yi Li 044; Yilun Jin; Guojie Song; Zihao Zhu; Chuan Shi 001; Yiming Wang (AAAI, 2021)

Network Embedding on Hierarchical Community Structure Network. - Guojie Song; Yun Wang 012; Lun Du; Yi Li 044; Junshan Wang (ACM Trans. Knowl. Discov. Data, 2021)

Large Scale Network Embedding: A Separable Approach. - Guojie Song; Liang Zhang; Ziyao Li; Yi Li 044 (IEEE Trans. Knowl. Data Eng., 2022)

Urban Region Representation Learning with OpenStreetMap Building Footprints. - Yi Li 044; Weiming Huang 001; Gao Cong; Hao Wang 068; Zheng Wang 046 (KDD, 2023)

CityFM: City Foundation Models to Solve Urban Challenges. - Pasquale Balsebre; Weiming Huang 001; Gao Cong; Yi Li 044 (CoRR, 2023)

City Foundation Models for Learning General Purpose Representations from OpenStreetMap. - Pasquale Balsebre; Weiming Huang 001; Gao Cong; Yi Li 044 (CIKM, 2024)

GeoBloom: Revisiting Lightweight Models for Geographic Information Retrieval. - Yi Li 044; Gao Cong (Proc. VLDB Endow., 2025)