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

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

cs.LG2024★ 1 cited

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

Xiaojing Du, Feiyu Yang, Wentao Gao +1

As network data applications continue to expand, causal inference within networks has garnered increasing attention. However, hidden confounders complicate the estimation of causal…

cs.AI2024

Estimating Peer Direct and Indirect Effects in Observational Network Data

Xiaojing Du, Jiuyong Li, Debo Cheng +3

Estimating causal effects is crucial for decision-makers in many applications, but it is particularly challenging with observational network data due to peer interactions. Many alg…