Machine Learning · Computer Science
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
Shenyang Huang, Farimah Poursafaei, Jacob Danovitch, Matthias Fey +6
2023-09-29
Machine Learning · Computer Science
Temporal Knowledge Graph Forecasting with Neural ODE
Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu +1
2022-06-03
Machine Learning · Computer Science
Temporal Graph Networks for Deep Learning on Dynamic Graphs
Emanuele Rossi, Ben Chamberlain, Fabrizio Frasca, Davide Eynard +2
2020-10-12
Computation and Language · Computer Science
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen +2
2024-07-25
Machine Learning · Computer Science
TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs
Jacob Chmura, Shenyang Huang, Tran Gia Bao Ngo, Ali Parviz +6
2025-10-10
Machine Learning · Computer Science
Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets
Meng Liu, Ke Liang, Siwei Wang, Xingchen Hu +2
2026-01-21
Artificial Intelligence · Computer Science
Multi-turn Natural Language to Graph Query Language Translation
Yuanyuan Liang, Lei Pan, Tingyu Xie, Yunshi Lan +1
2025-08-05
Computation and Language · Computer Science
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
Zhuofeng Li, Zixing Gou, Xiangnan Zhang, Zhongyuan Liu +5
2024-11-26
Computation and Language · Computer Science
Are Large Language Models Good Temporal Graph Learners?
Shenyang Huang, Ali Parviz, Emma Kondrup, Zachary Yang +4
2025-06-09
Machine Learning · Computer Science
Deep Temporal Graph Clustering
Meng Liu, Yue Liu, Ke Liang, Wenxuan Tu +3
2024-04-12
Logic in Computer Science · Computer Science
TimelineKGQA: A Comprehensive Question-Answer Pair Generator for Temporal Knowledge Graphs
Qiang Sun, Sirui Li, Du Huynh, Mark Reynolds +1
2025-01-09
Databases · Computer Science
Unlocking Advanced Graph Machine Learning Insights through Knowledge Completion on Neo4j Graph Database
Rosario Napoli, Antonio Celesti, Massimo Villari, Maria Fazio
2026-01-22
Databases · Computer Science
Temporal Regular Path Queries
Marcelo Arenas, Pedro Bahamondes, Amir Aghasadeghi, Julia Stoyanovich
2022-03-11