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2020 – today
- 2024
[i6]Xiaojing Du
, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen:
Estimating Peer Direct and Indirect Effects in Observational Network Data. CoRR abs/2408.11492 (2024)- [i5]Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yanchang Zhao, Yun Chen:
A Deconfounding Approach to Climate Model Bias Correction. CoRR abs/2408.12063 (2024) - [i4]Xiaojing Du, Feiyu Yang, Wentao Gao, Xiongren Chen:
Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks. CoRR abs/2409.08544 (2024) - [i3]Wentao Gao, Feiyu Yang, Mengze Hong, Xiaojing Du, Zechen Hu, Xiongren Chen, Ziqi Xu:
Deconfounding Time Series Forecasting. CoRR abs/2410.21328 (2024) - 2023
- [c1]Xiongren Chen, Jiuyong Li, Jixue Liu, Stefan Peters, Lin Liu, Thuc Duy Le, Anthony Walsh:
Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation. IEEE Big Data 2023: 1064-1069 - 2020
- [i2]Xiongren Chen:
Gradient-based Causal Structure Learning with Normalizing Flow. CoRR abs/2010.03095 (2020) - [i1]Xiongren Chen:
Physical System for Non Time Sequence Data. CoRR abs/2010.03206 (2020)
Coauthor Index
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