7 citations · 7 across the 7 of their papers we have counts for
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cs.AI2024★ 7 cited
Multi-Agent Causal Discovery Using Large Language Models
Hao Duong Le, Xin Xia, Haijie Xu +1
Causal discovery aims to identify causal relationships between variables and is a fundamental problem across the sciences. Traditional statistical causal discovery (SCD) methods re…
stat.ML2024
Functional-Edged Network Modeling
Haijie Xu, Chen Zhang
Contrasts with existing works which all consider nodes as functions and use edges to represent the relationships between different functions. We target at network modeling whose ed…
stat.ML2024
Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Upper Confidence Region
Haijie Xu, Xiaochen Xian, Chen Zhang +1
Sequential change point detection for multivariate autocorrelated data is a very common problem in practice. However, when the sensing resources are limited, only a subset of varia…