Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning. - Letian Gong; Youfang Lin; Shengnan Guo 001; Yan Lin 006; Tianyi Wang; Erwen Zheng; Zeyu Zhou 001; Huaiyu Wan (AAAI, 2023)

Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting. - Shengnan Guo 001; Youfang Lin; Letian Gong; Chenyu Wang; Zeyu Zhou 001; Zekai Shen; Yiheng Huang; Huaiyu Wan (ICDE, 2023)

Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models. - Letian Gong; Yan Lin 006; Xinyue Zhang; Yiwen Lu; Xuedi Han; Yichen Liu 003; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (NeurIPS, 2024)

Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models. - Letian Gong; Yan Lin 006; Xinyue Zhang; Yiwen Lu; Xuedi Han; Yichen Liu 003; Shengnan Guo 001; Youfang Lin; Huaiyu Wan (CoRR, 2024)

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning. - Letian Gong; Huaiyu Wan; Shengnan Guo 001; Xiucheng Li; Yan Lin 006; Erwen Zheng; Tianyi Wang; Zeyu Zhou 001; Youfang Lin (IEEE Trans. Knowl. Data Eng., 2024)