3 papers
cs.CV2026
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding
Mehrajul Abadin Miraj, Abdul Mohaimen Al Radi, Shariful Islam Rayhan +4
Selecting informative frames from long videos is a combinatorial problem that existing methods address either through efficient heuristics without explicit modeling of query-condit…
cs.DB2025
Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases
Md. Tanvir Alam, Md. Ahasanul Alam, Md Mahmudur Rahman +1
Relational databases (RDBs) are ubiquitous in enterprise and real-world applications. Flattening the database poses challenges for deep learning models that rely on fixed-size inpu…
cs.LG2024
Hyperedge Anomaly Detection with Hypergraph Neural Network
Md. Tanvir Alam, Chowdhury Farhan Ahmed, Carson K. Leung
Hypergraph is a data structure that enables us to model higher-order associations among data entities. Conventional graph-structured data can represent pairwise relationships only,…