Chuizheng Meng

According to our database, Chuizheng Meng authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning.

Chuizheng Meng, Yihe Dong, Sercan Ö. Arik, Yan Liu, Tomas Pfister

CoRR, 2023

Time-delayed Multivariate Time Series Predictions.

Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu

Proceedings of the 2023 SIAM International Conference on Data Mining, 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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning.

Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer, Yan Liu

CoRR, 2022

Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction.

Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

PolSIRD: Modeling Epidemic Spread Under Intervention Policies.

Nitin Kamra, Yizhou Zhang, Sirisha Rambhatla, Chuizheng Meng, Yan Liu

J. Heal. Informatics Res., 2021

MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset.

Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu

CoRR, 2021

Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling.

Chuizheng Meng, Sirisha Rambhatla, Yan Liu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning.

Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Trust Relationship Prediction in Alibaba E-Commerce Platform.

Yukuo Cen, Jing Zhang, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang

IEEE Trans. Knowl. Data Eng., 2020

Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations.

Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu

CoRR, 2020

Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics.

Sungyong Seo, Chuizheng Meng, Yan Liu

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Benchmarking deep learning models on large healthcare datasets.

Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu

J. Biomed. Informatics, 2018

2017

Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets.

Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu

CoRR, 2017