"temporal graph neural networks" Papers

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TAMI: Taming Heterogeneity in Temporal Interactions for Temporal Graph Link Prediction

Zhongyi Yu, Jianqiu Wu, Zhenghao Wu et al.

NEURIPS 2025oralarXiv:2510.23577

The Logical Expressiveness of Temporal GNNs via Two-Dimensional Product Logics

Marco Sälzer, Przemyslaw Walega, Martin Lange

NEURIPS 2025oralarXiv:2505.11930
1
citations

Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models

Siwei Zhang, Yun Xiong, Yateng Tang et al.

NEURIPS 2025oralarXiv:2503.14411
3
citations

Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs

Dongjin Lee, Juho Lee, Kijung Shin

AAAI 2024paperarXiv:2308.10779
7
citations