3 papers
cs.LG2024
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment
Yang Xiang, Li Fan, Tulika Saha +4
Graph clustering is an essential aspect of network analysis that involves grouping nodes into separate clusters. Recent developments in deep learning have resulted in graph cluster…
cs.IR2024
Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou +3
The Document Set Expansion (DSE) task involves identifying relevant documents from large collections based on a limited set of example documents. Previous research has highlighted…
cs.LG2024
Document Set Expansion with Positive-Unlabeled Learning: A Density Estimation-based Approach
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou +3
Document set expansion aims to identify relevant documents from a large collection based on a small set of documents that are on a fine-grained topic. Previous work shows that PU l…