Community detection, link prediction, and dynamic network evolution modeling.

Efficient storage, querying, and processing of large-scale heterogeneous datasets.

Visual understanding, object recognition, and scene analysis in complex environments.

Deep architectures, representation learning, and transfer learning at scale.

Arabic NLP, document understanding, and knowledge extraction from text.

Graph-based AML, money laundering patterns, and fraud detection via network analysis.

Scalable computation, streaming graph processing, and large-scale graph analytics.

Beyond pairwise: learning with higher-order relationships in complex data systems.