Chuizheng Meng

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Learning Models

Irregularly Shaped

Top Venues

Publications

Chuizheng Meng, Yihe Dong, Sercan Ö. Arik, Yan Liu, Tomas Pfister
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning. CoRR (2023)
Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders. CoRR (2023)
Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders. AAAI (2023)
Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu
Time-delayed Multivariate Time Series Predictions. SDM (2023)
Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer, Yan Liu
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning. CoRR (2022)
Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data. IJCAI (2022)
Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. PAKDD (1) (2022)
Chuizheng Meng, Sirisha Rambhatla, Yan Liu
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling. KDD (2021)
Chuizheng Meng, Sirisha Rambhatla, Yan Liu
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling. CoRR (2021)
Nitin Kamra, Yizhou Zhang, Sirisha Rambhatla, Chuizheng Meng, Yan Liu
PolSIRD: Modeling Epidemic Spread Under Intervention Policies. J. Heal. Informatics Res. 5 (3) (2021)
Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu
MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset. CoRR (2021)
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning. IJCAI (2021)
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning. CoRR (2020)
Yukuo Cen, Jing Zhang, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang
Trust Relationship Prediction in Alibaba E-Commerce Platform. IEEE Trans. Knowl. Data Eng. 32 (5) (2020)
Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu
Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations. CoRR (2020)
Sungyong Seo, Chuizheng Meng, Yan Liu
Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics. ICLR (2020)
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu
Benchmarking deep learning models on large healthcare datasets. J. Biomed. Informatics 83 (2018)
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu
Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets. CoRR (2017)