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Meng, Chuizheng
5 publications
ICML
2024
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
Qiang Huang
,
Chuizheng Meng
,
Defu Cao
,
Biwei Huang
,
Yi Chang
,
Yan Liu
AAAI
2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
Defu Cao
,
James Enouen
,
Yujing Wang
,
Xiangchen Song
,
Chuizheng Meng
,
Hao Niu
,
Yan Liu
IJCAI
2022
Physics-Informed Long-Sequence Forecasting from Multi-Resolution Spatiotemporal Data
Chuizheng Meng
,
Hao Niu
,
Guillaume Habault
,
Roberto Legaspi
,
Shinya Wada
,
Chihiro Ono
,
Yan Liu
IJCAI
2021
Physics-Aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning
Sungyong Seo
,
Chuizheng Meng
,
Sirisha Rambhatla
,
Yan Liu
ICLR
2020
Physics-Aware Difference Graph Networks for Sparsely-Observed Dynamics
Sungyong Seo
,
Chuizheng Meng
,
Yan Liu