Shuai Liu

16 papers A* 4Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic.
CoRR
Shuai Liu, Ning Cao, Yile Chen, Yue Jiang, Gao Cong
2026 A* conf
Cross-city Time Series Forecasting with Retrieval-Augmented Large Language Models.
WWW
Yue Jiang, Chenxi Liu, Yile Chen, Qin Chao, Shuai Liu, Cheng Long, Gao Cong
2025 J jnl
Disentangling Dynamics: Advanced, Scalable and Explainable Imputation for Multivariate Time Series.
IEEE Trans. Knowl. Data Eng.
Shuai Liu, Xiucheng Li, Yile Chen, Yue Jiang, Gao Cong
2025 — conf
Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization.
KDD (2)
Yile Chen, Yicheng Tao, Yue Jiang, Shuai Liu, Han Yu, Gao Cong
2025 J jnl
Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization.
CoRR
Yile Chen, Yicheng Tao, Yue Jiang, Shuai Liu, Han Yu, Gao Cong
2025 A* conf
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting.
ICML
Yue Jiang, Yile Chen, Xiucheng Li, Qin Chao, Shuai Liu, Gao Cong
2025 J jnl
Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction.
CoRR
Shuai Liu, Ning Cao, Yile Chen, Yue Jiang, Gao Cong
2025 J jnl
STRATA-TS: Selective Knowledge Transfer for Urban Time Series Forecasting with Retrieval-Guided Reasoning.
CoRR
Yue Jiang, Chenxi Liu, Yile Chen, Qin Chao, Shuai Liu, Gao Cong
2024 — conf
Personalized and On-device Trajectory Mobility Prediction.
HuMob-Challenge@SIGSPATIAL
Cuauhtemoc Anda, Ning Cao, Shuai Liu, Shaowei Ying, Gao Cong
2024 A* conf
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting.
ICDE
Yue Jiang, Xiucheng Li, Yile Chen, Shuai Liu, Weilong Kong, Antonis F. Lentzakis, Gao Cong
2024 J jnl
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting.
CoRR
Yue Jiang, Xiucheng Li, Yile Chen, Shuai Liu, Weilong Kong, Antonis F. Lentzakis, Gao Cong
2024 — conf
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.
EMNLP (Findings)
Yue Jiang, Qin Chao, Yile Chen, Xiucheng Li, Shuai Liu, Gao Cong
2024 J jnl
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.
CoRR
Yue Jiang, Qin Chao, Yile Chen, Xiucheng Li, Shuai Liu, Gao Cong
2024 J jnl
nextlocllm: next location prediction using LLMs.
CoRR
Shuai Liu, Ning Cao, Yile Chen, Yue Jiang, Gao Cong
2023 A* conf
Multivariate Time-series Imputation with Disentangled Temporal Representations.
ICLR
Shuai Liu, Xiucheng Li, Gao Cong, Yile Chen, Yue Jiang
2020 J jnl
Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning.
ACM Trans. Knowl. Discov. Data
Shuai Liu, Guojie Song, Wenhao Huang