Xiongren Chen

According to our database, Xiongren Chen authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Diffusion Models for Attribution.

Xiongren Chen, Jiuyong Li, Jixue Liu, Lin Liu, Stefan Peters, Thuc Duy Le, Wentao Gao, Xiaojing Du, Anthony Walsh

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Deconfounding Time Series Forecasting.

Wentao Gao, Feiyu Yang, Mengze Hong, Xiaojing Du, Zechen Hu, Xiongren Chen, Ziqi Xu

CoRR, 2024

Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks.

Xiaojing Du, Feiyu Yang, Wentao Gao, Xiongren Chen

CoRR, 2024

A Deconfounding Approach to Climate Model Bias Correction.

Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yanchang Zhao, Yun Chen

CoRR, 2024

Estimating Peer Direct and Indirect Effects in Observational Network Data.

Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen

CoRR, 2024

2023

Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation.

Xiongren Chen, Jiuyong Li, Jixue Liu, Stefan Peters, Lin Liu, Thuc Duy Le, Anthony Walsh

Proceedings of the IEEE International Conference on Big Data, 2023

2020

Physical System for Non Time Sequence Data.

Xiongren Chen

CoRR, 2020

Gradient-based Causal Structure Learning with Normalizing Flow.

Xiongren Chen

CoRR, 2020