63 citations · 69 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 6 cited
Equivariant Hypergraph Diffusion Neural Operators
Peihao Wang, Shenghao Yang, Yunyu Liu +2
Hypergraph neural networks (HNNs) using neural networks to encode hypergraphs provide a promising way to model higher-order relations in data and further solve relevant prediction…
cs.SI2021
Neural Predicting Higher-order Patterns in Temporal Networks
Yunyu Liu, Jianzhu Ma, Pan Li
Dynamic systems that consist of a set of interacting elements can be abstracted as temporal networks. Recently, higher-order patterns that involve multiple interacting nodes have b…
cs.LG2021★ 63 cited
Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks
Yanbang Wang, Yen-Yu Chang, Yunyu Liu +2
Temporal networks serve as abstractions of many real-world dynamic systems. These networks typically evolve according to certain laws, such as the law of triadic closure, which is…