Selected Publications

Projects

Name Disambiguation

The task of solving name entity disambiguation using only graph topological information.

Network Analysis and Mining

Mining information from a set of networks (graph Mining), finding important subnetwork from a single large network (motif finding).

Representation Learning of Network Units

Learning to understand the semantics of nodes, edges or higher order structures such as triangle or graphlets by representing them in lower dimensional space.

Representation Learning of Textual Units

Learning to understand the semantics of natural language text (e.g., words, sentences, paragraph) by representing them in lower dimensional space.

Total Recall

The objective of this task is to find everything about an entity or about a research question.