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Jiaxuan Xie

2 accepted papers

2025

DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation

IJCAI 2025

Dynamic graph neural networks (dynamic GNNs) have demonstrated remarkable effectiveness in analyzing time-varying graph-structured data. However, their black-box nature often hinders users from understanding their predictions, which can limit their applications. In recent years, there has been a sur

2025

GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model

AAAI 2025technical

Point-of-Interest (POI) recommendation plays an important role in a wide range of location-based social network ap- plications, aiming to accurately predicting users’ next visits based on their historical check-in records. Previous efforts have primarily focused on the modifications of existing sequ…

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