A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities

A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities

7 May 2025

Papers citing "A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities"

14 / 14 papers shown

Title
Revisiting Dynamic Graph Clustering via Matrix Factorization Dongyuan Li Satoshi Kosugi Ying Zhang Manabu Okumura Feng Xia Xue Liu 85 1 0 10 Feb 2025
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning Tao Zou Yuhao Mao Junchen Ye Bo Du 68 5 0 24 May 2024
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline Guangming Sheng Junwei Su Chao Huang Chuan Wu 51 5 0 23 Feb 2024
Prompt Learning on Temporal Interaction Graphs Xi Chen Siwei Zhang Yun Xiong Xixi Wu Jiawei Zhang Xiangguo Sun Yao Zhang Feng Zhao Yulin Kang AI4CE 64 9 0 09 Feb 2024
PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks Junwei Su Difan Zou Chuan Wu AI4CE 18 7 0 06 Feb 2024
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? Zeyang Zhang Xin Eric Wang Ziwei Zhang Haoyang Li Yi Qin Wenwu Zhu 63 27 0 26 Oct 2023
TIGER: Temporal Interaction Graph Embedding with Restarts Yao Zhang Yun Xiong Yongxiang Liao Yiheng Sun Yucheng Jin Xuehao Zheng Yangyong Zhu 32 25 0 13 Feb 2023
Provably expressive temporal graph networks Amauri Souza Diego Mesquita Samuel Kaski Vikas Garg 114 57 0 29 Sep 2022
Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks Yanbang Wang Yen-Yu Chang Yunyu Liu J. Leskovec Pan Li CML AI4TS 97 237 0 15 Jan 2021
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 159 643 0 18 Jun 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 87 623 0 19 Feb 2020
Temporal Network Embedding with Micro- and Macro-dynamics Yuanfu Lu Tianlin Li C. Shi Philip S. Yu Yanfang Ye AI4TS AI4CE 64 119 0 10 Sep 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 98 455 0 27 May 2019
Streaming Graph Neural Networks Yao Ma Ziyi Guo Zhaochun Ren Eric Zhao Jiliang Tang Dawei Yin GNN 67 238 0 24 Oct 2018