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Jiaying Liu
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Academic social networks: Modeling, analysis, mining and applications
X Kong, Y Shi, S Yu, J Liu, F Xia
Journal of Network and Computer Applications 132, 86-103, 2019
2412019
Random walks: A review of algorithms and applications
F Xia, J Liu, H Nie, Y Fu, L Wan, X Kong
IEEE Transactions on Emerging Topics in Computational Intelligence 4 (2), 95-107, 2019
2102019
Artificial intelligence in the 21st century
J Liu, X Kong, F Xia, X Bai, L Wang, Q Qing, I Lee
Ieee Access 6, 34403-34421, 2018
2092018
VOPRec: Vector representation learning of papers with text information and structural identity for recommendation
X Kong, M Mao, W Wang, J Liu, B Xu
IEEE Transactions on Emerging Topics in Computing 9 (1), 226-237, 2018
1102018
A survey of scholarly data visualization
J Liu, T Tang, W Wang, B Xu, X Kong, F Xia
Ieee Access 6, 19205-19221, 2018
802018
Shifu2: A network representation learning based model for advisor-advisee relationship mining
J Liu, F Xia, L Wang, B Xu, X Kong, H Tong, I King
IEEE Transactions on Knowledge and Data Engineering 33 (4), 1763-1777, 2019
672019
PAVE: Personalized Academic Venue recommendation Exploiting co-publication networks
S Yu, J Liu, Z Yang, Z Chen, H Jiang, A Tolba, F Xia
Journal of Network and Computer Applications 104, 38-47, 2018
672018
Data mining and information retrieval in the 21st century: A bibliographic review
J Liu, X Kong, X Zhou, L Wang, D Zhang, I Lee, B Xu, F Xia
Computer science review 34, 100193, 2019
582019
Matching algorithms: Fundamentals, applications and challenges
J Ren, F Xia, X Chen, J Liu, M Hou, A Shehzad, N Sultanova, X Kong
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (3 …, 2021
522021
Web of scholars: A scholar knowledge graph
J Liu, J Ren, W Zheng, L Chi, I Lee, F Xia
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
442020
Scholarly impact assessment: a survey of citation weighting solutions
L Cai, J Tian, J Liu, X Bai, I Lee, X Kong, F Xia
Scientometrics 118, 453-478, 2019
422019
Two decades of information systems: a bibliometric review
J Liu, J Tian, X Kong, I Lee, F Xia
Scientometrics 118, 617-643, 2019
412019
Sustainable collaborator recommendation based on conference closure
W Wang, J Liu, Z Yang, X Kong, F Xia
IEEE Transactions on Computational Social Systems 6 (2), 311-322, 2019
402019
Shifu: Deep learning based advisor-advisee relationship mining in scholarly big data
W Wang, J Liu, F Xia, I King, H Tong
Proceedings of the 26th international conference on world wide web companion …, 2017
362017
Deep graph learning for anomalous citation detection
J Liu, F Xia, X Feng, J Ren, H Liu
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2543-2557, 2022
342022
Understanding the advisor–advisee relationship via scholarly data analysis
J Liu, T Tang, X Kong, A Tolba, Z Al-Makhadmeh, F Xia
Scientometrics 116, 161-180, 2018
332018
Tracing the pace of COVID-19 research: topic modeling and evolution
J Liu, H Nie, S Li, X Chen, H Cao, J Ren, I Lee, F Xia
Big Data Research 25, 100236, 2021
302021
Attributed collaboration network embedding for academic relationship mining
W Wang, J Liu, T Tang, S Tuarob, F Xia, Z Gong, I King
ACM Transactions on the Web (TWEB) 15 (1), 1-20, 2020
292020
PePSI: Personalized prediction of scholars’ impact in heterogeneous temporal academic networks
J Zhang, B Xu, J Liu, A Tolba, Z Al-Makhadmeh, F Xia
IEEE Access 6, 55661-55672, 2018
262018
CSTeller: Forecasting scientific collaboration sustainability based on extreme gradient boosting
W Wang, B Xu, J Liu, Z Cui, S Yu, X Kong, F Xia
World Wide Web 22, 2749-2770, 2019
192019
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