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Chen, Yile
5 publications
ICML
2025
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting
Yue Jiang
,
Yile Chen
,
Xiucheng Li
,
Qin Chao
,
Shuai Liu
,
Gao Cong
NeurIPS
2025
SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning
Tangwen Qian
,
Junhe Li
,
Yile Chen
,
Gao Cong
,
Zezhi Shao
,
Jun Zhang
,
Tao Sun
,
Fei Wang
,
Yongjun Xu
NeurIPS
2024
Road Network Representation Learning with the Third Law of Geography
Haicang Zhou
,
Weiming Huang
,
Yile Chen
,
Tiantian He
,
Gao Cong
,
Yew-Soon Ong
ICLR
2023
Multivariate Time-Series Imputation with Disentangled Temporal Representations
Shuai Liu
,
Xiucheng Li
,
Gao Cong
,
Yile Chen
,
Yue Jiang
AAAI
2021
TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai
,
Daochen Zha
,
Guanchu Wang
,
Junjie Xu
,
Yue Zhao
,
Devesh Kumar
,
Yile Chen
,
Purav Zumkhawaka
,
Minyang Wan
,
Diego Martinez
,
Xia Ben Hu