Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. - Shuai Liu 018; Guojie Song; Wenhao Huang 001 (ACM Trans. Knowl. Discov. Data, 2020)

Multivariate Time-series Imputation with Disentangled Temporal Representations. - Shuai Liu 018; Xiucheng Li; Gao Cong; Yile Chen 001; Yue Jiang 005 (ICLR, 2023)

UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models. - Yue Jiang 005; Qin Chao; Yile Chen 001; Xiucheng Li; Shuai Liu 018; Gao Cong (EMNLP (Findings), 2024)

Personalized and On-device Trajectory Mobility Prediction. - Cuauhtemoc Anda; Ning Cao; Shuai Liu 018; Shaowei Ying; Gao Cong (HuMob-Challenge@SIGSPATIAL, 2024)

SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting. - Yue Jiang 005; Xiucheng Li; Yile Chen 001; Shuai Liu 018; Weilong Kong; Antonis F. Lentzakis; Gao Cong (ICDE, 2024)

nextlocllm: next location prediction using LLMs. - Shuai Liu 018; Ning Cao; Yile Chen 001; Yue Jiang 005; Gao Cong (CoRR, 2024)

Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction. - Shuai Liu 018; Ning Cao; Yile Chen 001; Yue Jiang 005; Gao Cong (CoRR, 2025)

Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization. - Yile Chen 001; Yicheng Tao 001; Yue Jiang 005; Shuai Liu 018; Han Yu; Gao Cong (CoRR, 2025)

Disentangling Dynamics: Advanced, Scalable and Explainable Imputation for Multivariate Time Series. - Shuai Liu 018; Xiucheng Li; Yile Chen 001; Yue Jiang 005; Gao Cong (IEEE Trans. Knowl. Data Eng., 2025)