| 2022 | CIKM | Taxonomy-Enhanced Graph Neural Networks. | Lingjun Xu, Shiyin Zhang, Guojie Song, Junshan Wang, Tianshu Wu, Guojun Liu |
| 2022 | ICDE | AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. | Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng |
| 2022 | KDD | Streaming Graph Neural Networks with Generative Replay. | Junshan Wang, Wenhao Zhu, Guojie Song, Liang Wang |
| 2021 | IJCAI | TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning. | Xu Chen, Junshan Wang, Kunqing Xie |
| 2021 | KDD | TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data. | Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang |
| 2021 | WWW | Improving Graph Neural Networks with Structural Adaptive Receptive Fields. | Xiaojun Ma, Junshan Wang, Hanyue Chen, Guojie Song |
| 2020 | CIKM | Streaming Graph Neural Networks via Continual Learning. | Junshan Wang, Guojie Song, Yi Wu, Liang Wang |
| 2020 | ECAI | EPNE: Evolutionary Pattern Preserving Network Embedding. | Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma |
| 2020 | ICDM | Learning Node Representations from Noisy Graph Structures. | Junshan Wang, Ziyao Li, Qingqing Long, Weiyu Zhang, Guojie Song, Chuan Shi |
| 2019 | WWW | Tag2Vec: Learning Tag Representations in Tag Networks. | Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin |
| 2018 | IJCAI | Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding. | Lun Du, Yun Wang, Guojie Song, Zhicong Lu, Junshan Wang |