Spa-L Transformer: Sparse-self attention model of Long short-term memory positional encoding based on long text classification. - Shengzhe Zhang; Jiayu Ye; Qingxiang Wang (CSCWD, 2023)

Temporal Graph Contrastive Learning for Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Chao Wang 086; Shuangli Li; Hui Xiong 001 (AAAI, 2024)

Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting. - Rikui Huang; Wei Wei 002; Xiaoye Qu; Shengzhe Zhang; Dangyang Chen; Yu Cheng 001 (ACL (1), 2024)

Modeling Historical Relevant and Local Frequency Context for Representation-Based Temporal Knowledge Graph Forecasting. - Shengzhe Zhang; Wei Wei 002; Rikui Huang; Wenfeng Xie; Dangyang Chen (EMNLP (Findings), 2024)

Tackling Uncertain Correspondences for Multi-Modal Entity Alignment. - Liyi Chen 001; Ying Sun 006; Shengzhe Zhang; Yuyang Ye 002; Wei Wu 045; Hui Xiong 001 (NeurIPS, 2024)

Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Dazhong Shen; Chao Wang 086; Hui Xiong 001 (WWW, 2025)