Temporal Network Embedding with Micro- and Macro-dynamics

10 September 2019

Philip S. Yu

Papers citing "Temporal Network Embedding with Micro- and Macro-dynamics"

42 / 42 papers shown

Title
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities Pengfei Jiao Hongjiang Chen Xuan Guo Zhidong Zhao Dongxiao He Di Jin AI4CE 29 0 0 07 May 2025
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election Liu Yan Liu Yunpeng Zhao Liang 57 0 0 03 Mar 2025
A Survey of Link Prediction in Temporal Networks Jiafeng Xiong Ahmad Zareie Rizos Sakellariou AI4TS AI4CE 42 1 0 28 Feb 2025
ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning Xiang Wu Xunkai Li Rong-Hua Li Kangfei Zhao Guoren Wang AI4TS AI4CE 56 0 0 27 Jan 2025
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 120 15 0 19 Dec 2024
DHPrep: Deep Hawkes Process based Dynamic Network Representation Ruixuan Han Hongxiang Li Bin Xie 13 0 0 27 Oct 2024
State Space Models on Temporal Graphs: A First-Principles Study Jintang Li Ruofan Wu Xinzhou Jin Boqun Ma Liang Chen Zibin Zheng 71 3 0 03 Jun 2024
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation Ziwei Zhao Fake Lin Xi Zhu Zhi Zheng Tong Xu Shitian Shen Xueying Li Zikai Yin Enhong Chen 38 6 0 13 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 38 0 0 11 May 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges ZhengZhao Feng Rui Wang TianXing Wang Mingli Song Sai Wu Shuibing He AI4CE 32 10 0 01 May 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 27 7 0 28 Apr 2024
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 32 1 0 07 Apr 2024
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning Dong Chen Shuai Zheng Muhao Xu Zhenfeng Zhu Yao-Min Zhao 39 3 0 11 Mar 2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives Shubham Gupta Srikanta J. Bedathur OOD 28 1 0 14 Feb 2024
Continuous-time Graph Representation with Sequential Survival Process Abdulkadir Çelikkanat Nikolaos Nakis Morten Morup 15 2 0 20 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 43 5 0 05 Dec 2023
LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning Jintang Li Jiawang Dan Ruofan Wu Jing Zhou Sheng Tian ... Changhua Meng Weiqiang Wang Yuchang Zhu Liang Chen Zibin Zheng AI4CE 43 0 0 28 Nov 2023
Dynamic Link Prediction for New Nodes in Temporal Graph Networks Xiaobo Zhu Yan Wu Qin-Hu Zhang Zhanheng Chen Ying He AI4CE 19 2 0 15 Oct 2023
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding Zixuan Liu G. Hiranandani Kun Qian E-Wen Huang Yi Xu Belinda Zeng Karthik Subbian Sheng Wang AI4TS 35 0 0 07 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Sai Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 30 8 0 07 Oct 2023
Deep Temporal Graph Clustering Meng Liu Yue Liu K. Liang Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu 35 47 0 18 May 2023
$$\text{H}^2\text{TNE}$: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces$ $\text{H}^2\text{TNE}$ : Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces Qijie Bai Jiawen Guo Haiwei Zhang Chang Nie Lin Zhang Xiaojie Yuan 29 3 0 14 Apr 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 23 68 0 15 Feb 2023
Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations Abdulkadir Çelikkanat Nikolaos Nakis Morten Mørup 51 6 0 23 Dec 2022
A Survey on Temporal Graph Representation Learning and Generative Modeling Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 32 6 0 25 Aug 2022
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks Jintang Li Zhouxin Yu Zulun Zhu Liang Chen Qi Yu Zibin Zheng Sheng Tian Ruofan Wu Changhua Meng GNN 24 31 0 15 Aug 2022
Robust Knowledge Adaptation for Dynamic Graph Neural Networks Han Li Changsheng Li Kaituo Feng Ye Yuan Guoren Wang H. Zha 32 13 0 22 Jul 2022
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution Yu Yang Hongzhi Yin Jiannong Cao Tong Chen Quoc Viet Hung Nguyen Xiaofang Zhou Lei Chen 6 12 0 01 Jul 2022
CEP3: Community Event Prediction with Neural Point Process on Graph Xuhong Wang Sirui Chen Yixuan He Minjie Wang Quan Gan Yupu Yang Junchi Yan 20 0 0 21 May 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 32 108 0 04 Apr 2022
Understanding mobility in networks: A node embedding approach Matheus F. C. Barros C. H. G. Ferreira B. P. Santos L. A. P. Júnior Marco Mellia Jussara M. Almeida 14 0 0 11 Nov 2021
TME-BNA: Temporal Motif-Preserving Network Embedding with Bicomponent Neighbor Aggregation Ling Chen Da Wang Dandan Lyu Xing Tang Hongyu Shi 19 0 0 26 Oct 2021
Event Detection on Dynamic Graphs Mert Kosan A. Silva Sourav Medya Brian Uzzi Ambuj K. Singh 21 10 0 23 Oct 2021
Multi-Relation Aware Temporal Interaction Network Embedding Ling Chen Shanshan Yu Dandan Lyu Da Wang AI4TS 25 1 0 09 Oct 2021
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs Xu Yan Xiaoliang Fan Peizhen Yang Zonghan Wu Shirui Pan Longbiao Chen Yu Zang Cheng-Yu Wang 8 6 0 27 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 42 22 0 20 Sep 2021
Temporal Graph Network Embedding with Causal Anonymous Walks Representations Ilya Makarov Andrey V. Savchenko Arseny Korovko Leonid Sherstyuk Nikita Severin Aleksandr Mikheev Dmitrii Babaev 24 6 0 19 Aug 2021
Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View Yu-Jeong Chang Guannan Liu Y. Zuo Junjie Wu 16 3 0 18 May 2021
Dynamic Network Embedding Survey Guotong Xue Ming Zhong Jianxin Li Jia Chen C. Zhai Ruochen Kong AI4TS 17 164 0 29 Mar 2021
A Survey on Embedding Dynamic Graphs Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 21 122 0 04 Jan 2021
A Metric Space for Point Process Excitations Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan 24 1 0 05 May 2020
Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN Hansheng Xue Luwei Yang Wen Jiang Yi Wei Y. Hu Yu Lin 6 65 0 01 Apr 2020