30 citations · 59 across the 4 of their papers we have counts for
4 papers
DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation
Kailiang Zhong, Fengtong Xiao, Yan Ren +4
Causal Inference has wide applications in various areas such as E-commerce and precision medicine, and its performance heavily relies on the accurate estimation of the Individual T…
DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction
Fengtong Xiao, Lin Li, Weinan Xu +4
In E-commerce, vouchers are important marketing tools to enhance users' engagement and boost sales and revenue. The likelihood that a user redeems a voucher is a key factor in vouc…
Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries
Nikolaos Tziavelis, Deepak Ajwani, Wolfgang Gatterbauer +2
We study ranked enumeration of join-query results according to very general orders defined by selective dioids. Our main contribution is a framework for ranked enumeration over a c…
Any-k: Anytime Top-k Tree Pattern Retrieval in Labeled Graphs
Xiaofeng Yang, Deepak Ajwani, Wolfgang Gatterbauer +3
Many problems in areas as diverse as recommendation systems, social network analysis, semantic search, and distributed root cause analysis can be modeled as pattern search on label…