2 papers
cs.SI2024
Pre-train and Refine: Towards Higher Efficiency in K-Agnostic Community Detection without Quality Degradation
Meng Qin, Chaorui Zhang, Yu Gao +2
Community detection (CD) is a classic graph inference task that partitions nodes of a graph into densely connected groups. While many CD methods have been proposed with either impr…
math.OC2023
Application of Causal Inference Techniques to the Maximum Weight Independent Set Problem
Jianfeng Liu, Sihong Shao, Chaorui Zhang
A powerful technique for solving combinatorial optimization problems is to reduce the search space without compromising the solution quality by exploring intrinsic mathematical pro…