2 papers
cs.LG2026
DyGnROLE: Asymmetric Pretraining for Edge Classification on Dynamic Graphs
Tyler Bonnet, Marek Rei
Edge classification on directed dynamic graphs requires modeling interactions between source and destination nodes exhibiting asymmetrical behavioral patterns and temporal dynamics…
cs.SI2026
Linking Extreme Discourse to Structural Polarization in Signed Interaction Networks
Zhijin Guo, Li Zhang, Tyler Bonnet +2
Polarization in online communities is often studied through either language or interaction structure, but the two views are rarely connected in a unified measurement pipeline. Prio…