55 citations · 159 across the 17 of their papers we have counts for
17 papers
Stochastic Event Prediction via Temporal Motif Transitions
İbrahim Bahadır Altun, Ahmet Erdem Sarıyüce
Networks of timestamped interactions arise across social, financial, and biological domains, where forecasting future events requires modeling both evolving topology and temporal o…
Retrieving Top-k Hyperedge Triplets: Models and Applications
Jason Niu, Ilya D. Amburg, Sinan G. Aksoy +1
Complex systems frequently exhibit multi-way, rather than pairwise, interactions. These group interactions cannot be faithfully modeled as collections of pairwise interactions usin…
Quantifying Node-based Core Resilience
Jakir Hossain, Sucheta Soundarajan, Ahmet Erdem Sarıyüce
Core decomposition is an efficient building block for various graph analysis tasks such as dense subgraph discovery and identifying influential nodes. One crucial weakness of the c…
Using Motif Transitions for Temporal Graph Generation
Penghang Liu, A. Erdem Sarıyüce
Graph generative models are highly important for sharing surrogate data and benchmarking purposes. Real-world complex systems often exhibit dynamic nature, where the interactions a…
Temporal Motifs for Financial Networks: A Study on Mercari, JPMC, and Venmo Platforms
Penghang Liu, Bahadir Altun, Rupam Acharyya +4
Understanding the dynamics of financial transactions among people is critical for various applications such as fraud detection. One important aspect of financial transaction networ…
Temporal Motifs in Patent Opposition and Collaboration Networks
Penghang Liu, Naoki Masuda, Tomomi Kito +1
Patents are intellectual properties that reflect innovative activities of companies and organizations. The literature is rich with the studies that analyze the citations among the…