| 2025 | CIKM | NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph Learning. | Xinyue Feng, Shuxin Zhong, Jinquan Hang, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang |
| 2025 | KDD | Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer Expansion. | Xinyue Feng, Shuxin Zhong, Jinquan Hang, Wenjun Lyu, Yuequn Zhang, Guang Yang, Haotian Wang, Desheng Zhang, Guang Wang |
| 2024 | CIKM | Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information. | Guang Yang, Meiqi Tu, Zelong Li, Jinquan Hang, Taichi Liu, Ruofeng Liu, Yi Ding, Yu Yang, Desheng Zhang |
| 2024 | KDD | Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs. | Jinquan Hang, Zhiqing Hong, Xinyue Feng, Guang Wang, Guang Yang, Feng Li, Xining Song, Desheng Zhang |
| 2023 | CIKM | CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. | Guang Yang, Yuequn Zhang, Jinquan Hang, Xinyue Feng, Zejun Xie, Desheng Zhang, Yu Yang |
| 2022 | WSDM | Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction. | Jinquan Hang, Zheng Dong, Hongke Zhao, Xin Song, Peng Wang, Hengshu Zhu |