225 citations · 248 across the 6 of their papers we have counts for
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cs.LG2020
Weighting-Based Treatment Effect Estimation via Distribution Learning
Dongcheng Zhang, Kunpeng Zhang
Existing weighting methods for treatment effect estimation are often built upon the idea of propensity scores or covariate balance. They usually impose strong assumptions on treatm…
cs.SI2020★ 225 cited
A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances
Fan Zhou, Xovee Xu, Goce Trajcevski +1
The deluge of digital information in our daily life -- from user-generated content, such as microblogs and scientific papers, to online business, such as viral marketing and advert…
cs.LG2020★ 1 cited
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay
Fan Zhou, Chengtai Cao
Graph Neural Networks (GNNs) have recently received significant research attention due to their superior performance on a variety of graph-related learning tasks. Most of the curre…