12 citations · 16 across the 7 of their papers we have counts for
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cs.LG2026
Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation
Jialu Xu, Mengkun Liang, Guannan Liu +2
Estimating heterogeneous treatment effects is central to targeted interventions, such as personalized promotions and precision medicine. We focus on the conditional average treatme…
cs.LG2024★ 1 cited
Modeling Reference-dependent Choices with Graph Neural Networks
Liang Zhang, Guannan Liu, Junjie Wu +1
While the classic Prospect Theory has highlighted the reference-dependent and comparative nature of consumers' product evaluation processes, few models have successfully integrated…
cs.LG2021★ 1 cited
Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View
Yutian Chang, Guannan Liu, Yuan Zuo +1
Recent years have witnessed the tremendous research interests in network embedding. Extant works have taken the neighborhood formation as the critical information to reveal the inh…