Workshop Schedule
Friday,13/09/2024 [ 📌 Omega Room]
14:00 - 14:10
Opening MLH 2024
Alessia Antelmi (University of Torino), Prof. Kijung Shin (KAIST)
14:10 - 15:05
[Keynote]Â
Higher-Order Models of Causal Topologies in Temporal Networks - From Modelling to Deep Learning
Prof. Ingo Scholtes (Julius-Maximilians-Universität Würzburg and University of Zurich)
Presentations: 2 x 20' [15:05 - 15:45]
15:05 - 15:25
Random Walk with Restart on Hypergraphs: Fast Computation and an Application to Anomaly Detection (from ECML-PKDD Journal Track)
Jaewan Chun, Geon Lee, Kijung Shin (KAIST), and Jinhong Jung (Soongsil University)
15:25 - 15:45
Conversational networks and LLMs.
Daniele De Vinco, Carmine Spagnuolo (University of Salerno), Alessia Antelmi (University of Turin), Luca Maria Aiello (IT University of Copenhagen)
Coffee Break [15:45 - 16:20]
16:20 - 17:15
[Keynote]Â
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators
Prof. Kijung Shin (KAIST)
Presentations: 3 x 15' [17:15 - 18:00]
17:15 - 17:30
Graphlets over Time: A New Lens for Temporal Network Analysis.
Deukryeol Yoon (Agency for Defense Development), Dongjin Lee, Minyoung Choe, Kijung Shin (KAIST)
17:30 - 17:45
Multi-Layer Graph Analysis for Text-Driven Relationships Using GNN Link Prediction.
Alex Romanova (Independent Researcher)
17:45 - 18:00
Leveraging Session Signals with Personalized PageRank for Retrieving Related Posts in Instagram Explore
Amar Budhiraja, Emre Goynugur, Vladislav Vorotilov, Ilnur Shugaepov, Volodymyr Giginiak, Ian Hegerty (Meta)
18:00