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Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification

8 December 2016

Papers citing "Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification"

32 / 32 papers shown

Title
PART: Pre-trained Authorship Representation Transformer Javier Huertas-Tato Álvaro Huertas-García Alejandro Martín 137 9 0 30 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 109 94 0 15 Sep 2022
Simple and Efficient Heterogeneous Graph Neural Network Xiaocheng Yang Yurui Lai Shirui Pan Xiaochun Ye Xiaochun Ye 149 140 0 06 Jul 2022
Network representation learning: A macro and micro view Xueyi Liu Jie Tang GNN AI4TS 85 23 0 21 Nov 2021
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Ziyue Qiao Yanjie Fu Pengyang Wang Meng Xiao Zhiyuan Ning Denghui Zhang Yi Du Yuanchun Zhou 99 13 0 08 Oct 2021
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks Jianxin Li Hao Peng Dongyuan Li Yingtong Dou Hekai Zhang Philip S. Yu Lifang He 93 81 0 16 Apr 2021
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks Xiang Li Danhao Ding B. Kao Yizhou Sun N. Mamoulis 149 49 0 18 Dec 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources Xiao Wang Deyu Bo C. Shi Shaohua Fan Yanfang Ye Philip S. Yu AI4TS 127 315 0 30 Nov 2020
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View Shen Wang Jibing Gong Jinlong Wang Wenzheng Feng Hao Peng Jie Tang Philip S. Yu AI4Ed HAI 56 134 0 23 Jun 2020
Unsupervised Differentiable Multi-aspect Network Embedding Chanyoung Park Carl Yang Qi Zhu Donghyun Kim Hwanjo Yu Jiawei Han 23 31 0 07 Jun 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 145 58 0 01 Apr 2020
Siamese Networks for Large-Scale Author Identification Chakaveh Saedi Mark Dras 85 38 0 23 Dec 2019
An Attention-based Graph Neural Network for Heterogeneous Structural Learning Huiting Hong Hantao Guo Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye 85 219 0 19 Dec 2019
Neural Embedding Propagation on Heterogeneous Networks Carl Yang Jieyu Zhang Jiawei Han 93 20 0 29 Sep 2019
Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights Carl Yang Yichen Feng Pan Li Yu Shi Jiawei Han 74 42 0 29 Sep 2019
The Trumpiest Trump? Identifying a Subject's Most Characteristic Tweets Charuta Pethe Steven Skiena 42 4 0 09 Sep 2019
Dynamic Network Embeddings for Network Evolution Analysis Chuanchang Chen Y. Tao Hai Lin 66 8 0 24 Jun 2019
Task-Guided Pair Embedding in Heterogeneous Network Chanyoung Park Donghyun Kim Qi Zhu Jiawei Han Hwanjo Yu 98 20 0 04 Jun 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 105 464 0 27 May 2019
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach Changjun Fan Li Zeng Yuhui Ding Muhao Chen Yizhou Sun Zhong Liu GNN 77 68 0 24 May 2019
Efficient Representation Learning Using Random Walks for Dynamic Graphs Hooman Peiro Sajjad Andrew Docherty Y. Tyshetskiy 59 27 0 05 Jan 2019
Exploring Student Check-In Behavior for Improved Point-of-Interest Prediction Mengyue Hang Ian Pytlarz Jennifer Neville 43 49 0 25 Sep 2018
Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks Lichao Sun Lifang He Zhipeng Huang Bokai Cao Congying Xia Xiaokai Wei Philip S. Yu GNN 52 30 0 11 Sep 2018
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation Jundong Li Liang Wu Huan Liu 50 35 0 26 Aug 2018
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks Yu Shi Qi Zhu Fang Guo Chao Zhang Jiawei Han 100 118 0 10 Jul 2018
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations Ting-Li Chen Martin Renqiang Min Yizhou Sun 77 71 0 21 Jun 2018
Billion-scale Network Embedding with Iterative Random Projection Ziwei Zhang Peng Cui Haoyang Li Tianlin Li Wenwu Zhu 153 84 0 07 May 2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis Anahita Hosseini Ting-Li Chen Wenjun Wu Yizhou Sun Majid Sarrafzadeh 57 51 0 22 Apr 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 65 83 0 05 Mar 2018
Accelerating Dependency Graph Learning from Heterogeneous Categorical Event Streams via Knowledge Transfer Chen Luo Zhengzhang Chen L. Tang Anshumali Shrivastava Zhichun Li 20 1 0 25 Aug 2017
On Sampling Strategies for Neural Network-based Collaborative Filtering Ting-Li Chen Yizhou Sun Yue Shi Liangjie Hong 78 226 0 23 Jun 2017
Name Disambiguation in Anonymized Graphs using Network Embedding Baichuan Zhang M. Hasan 96 108 0 08 Feb 2017