Temporal Network Embedding with Micro- and Macro-dynamics

International Conference on Information and Knowledge Management (CIKM), 2019

10 September 2019

Philip S. Yu

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

44 / 44 papers shown

Title
DyCAF-Net: Dynamic Class-Aware Fusion Network Md Abrar Jahin Shahriar Soudeep M. F. Mridha Nafiz Fahad Md. Jakir Hossen 140 0 0 05 Aug 2025
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update Bizhan Alipour Pijan Serdar Bozdag 245 0 0 13 May 2025
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and OpportunitiesInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Pengfei Jiao Hongjiang Chen Xuan Guo Zhidong Zhao Dongxiao He Di Jin AI4CE 261 2 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 213 1 0 03 Mar 2025
A Survey of Link Prediction in Temporal Networks Jiafeng Xiong Ahmad Zareie Rizos Sakellariou AI4TS AI4CE 213 6 0 28 Feb 2025
ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning Xiang Wu Miao Hu Rong-Hua Li Kangfei Zhao Guoren Wang AI4TS AI4CE 350 0 0 27 Jan 2025
CLDG: Contrastive Learning on Dynamic GraphsIEEE International Conference on Data Engineering (ICDE), 2023 Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 343 24 0 19 Dec 2024
DHPrep: Deep Hawkes Process based Dynamic Network Representation Ruixuan Han Hongxiang Li Bin Xie 107 1 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 202 12 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 145 15 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 141 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 292 32 0 01 May 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 184 50 0 28 Apr 2024
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 172 3 0 07 Apr 2024
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation LearningPattern Recognition (Pattern Recogn.), 2024 Dong Chen Shuai Zheng Muhao Xu Zhenfeng Zhu Yao-Min Zhao 192 8 0 11 Mar 2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives Shubham Gupta Srikanta J. Bedathur OOD 192 2 0 14 Feb 2024
Continuous-time Graph Representation with Sequential Survival Process Abdulkadir Çelikkanat Nikolaos Nakis Morten Morup 167 4 0 20 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph StreamsProceedings of the VLDB Endowment (PVLDB), 2023 Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 191 13 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 195 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 163 2 0 15 Oct 2023
ForeSeer: Product Aspect Forecasting Using Temporal Graph EmbeddingInternational Conference on Information and Knowledge Management (CIKM), 2023 Zixuan Liu Gaurush Hiranandani Kun Qian E-Wen Huang Yi Xu Belinda Zeng Karthik Subbian Sheng Wang AI4TS 260 1 0 07 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 516 20 0 07 Oct 2023
Deep Temporal Graph ClusteringInternational Conference on Learning Representations (ICLR), 2023 Meng Liu Yue Liu K. Liang Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu 279 64 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 SpacesInternational Workshop on the Semantic Web (SW), 2023 Qijie Bai Jiawen Guo Haiwei Zhang Chang Nie Lin Zhang Xiaojie Yuan 234 3 0 14 Apr 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity AlignmentIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 284 103 0 15 Feb 2023
Piecewise-Velocity Model for Learning Continuous-time Dynamic Node RepresentationsLOG IN (LOG IN), 2022 Abdulkadir Çelikkanat Nikolaos Nakis Morten Mørup 193 9 0 23 Dec 2022
A Survey on Temporal Graph Representation Learning and Generative Modeling Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 138 8 0 25 Aug 2022
Scaling Up Dynamic Graph Representation Learning via Spiking Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Jintang Li Zhouxin Yu Zulun Zhu Liang Chen Qi Yu Zibin Zheng Sheng Tian Ruofan Wu Changhua Meng GNN 253 43 0 15 Aug 2022
Robust Knowledge Adaptation for Dynamic Graph Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Han Li Changsheng Li Kaituo Feng Ye Yuan Guoren Wang H. Zha 199 20 0 22 Jul 2022
Time-aware Dynamic Graph Embedding for Asynchronous Structural EvolutionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Yu Yang Hongzhi Yin Jiannong Cao Tong Chen Quoc Viet Hung Nguyen Xiaofang Zhou Lei Chen 203 15 0 01 Jul 2022
CEP3: Community Event Prediction with Neural Point Process on GraphLOG IN (LOG IN), 2022 Xuhong Wang Sirui Chen Yixuan He Minjie Wang Quan Gan Yupu Yang Junchi Yan 187 2 0 21 May 2022
A Survey on Graph Representation Learning MethodsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Shima Khoshraftar A. An GNN AI4TS 332 188 0 04 Apr 2022
Understanding mobility in networks: A node embedding approachSigmetrics Performance Evaluation Review (SIGMETRICS), 2021 Matheus F. C. Barros C. H. G. Ferreira B. P. Santos L. A. P. Júnior Marco Mellia Jussara M. Almeida 87 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 174 0 0 26 Oct 2021
Event Detection on Dynamic Graphs Mert Kosan A. Silva Sourav Medya Brian Uzzi Ambuj K. Singh 181 11 0 23 Oct 2021
Multi-Relation Aware Temporal Interaction Network Embedding Ling Chen Shanshan Yu Dandan Lyu Da Wang AI4TS 121 1 0 09 Oct 2021
ConTIG: Continuous Representation Learning on Temporal Interaction GraphsNeural Networks (NN), 2021 Xu Yan Xiaoliang Fan Peizhen Yang Zonghan Wu Shirui Pan Longbiao Chen Yu Zang Cheng-Yu Wang 208 6 0 27 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 281 32 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 295 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 111 3 0 18 May 2021
Dynamic Network Embedding SurveyNeurocomputing (Neurocomputing), 2021 Guotong Xue Ming Zhong Jianxin Li Jia Chen C. Zhai Ruochen Kong AI4TS 175 187 0 29 Mar 2021
A Survey on Embedding Dynamic GraphsACM Computing Surveys (CSUR), 2021 Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 274 165 0 04 Jan 2021
A Metric Space for Point Process ExcitationsJournal of Artificial Intelligence Research (JAIR), 2020 Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan 259 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 Yitao Hu Yu Lin 139 82 0 01 Apr 2020