Few-Shot Relation Extraction Towards Special Interests. - Siqi Fan 001; Binbin Zhang; Silin Zhou; Menghan Wang; Ke Li 019 (Big Data Res., 2021)

Multiple Behaviors Recommendation with Graph Learning. - Silin Zhou; Junjie Zhang; Lisi Chen 001; Shuo Shang (MMSP, 2022)

GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM. - Silin Zhou; Jing Li 034; Hao Wang 005; Shuo Shang; Peng Han 005 (AAAI, 2023)

Heterogeneous Region Embedding with Prompt Learning. - Silin Zhou; Dan He; Lisi Chen 001; Shuo Shang; Peng Han 005 (AAAI, 2023)

Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification. - Ziwen Chen; Ke Li 019; Silin Zhou; Lisi Chen 001; Shuo Shang (World Wide Web (WWW), 2023)

Spatial-temporal fusion graph framework for trajectory similarity computation. - Silin Zhou; Peng Han 005; Di Yao 001; Lisi Chen 001; Xiangliang Zhang 001 (World Wide Web (WWW), 2023)

Personalized Re-ranking for Recommendation with Mask Pretraining. - Peng Han 005; Silin Zhou; Jie Yu; Zichen Xu 001; Lisi Chen 001; Shuo Shang (Data Sci. Eng., 2023)

Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation. - Jiangfeng Du; Silin Zhou; Jie Yu; Peng Han 005; Shuo Shang (IEEE Trans. Multim., 2024)

RED: Effective Trajectory Representation Learning with Comprehensive Information. - Silin Zhou; Shuo Shang; Lisi Chen 001; Christian S. Jensen; Panos Kalnis (Proc. VLDB Endow., 2024)

Grid and Road Expressions Are Complementary for Trajectory Representation Learning. - Silin Zhou; Shuo Shang; Lisi Chen 001; Peng Han 005; Christian S. Jensen (KDD (1), 2025)

Feature Enhanced Spatial-Temporal Trajectory Similarity Computation. - Silin Zhou; Chengrui Huang 001; Yuntao Wen; Lisi Chen 001 (Data Sci. Eng., 2025)