Defu Lian (连德富)

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Enhong ChenUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowDirección de correo verificada de microsoft.com
Nicholas Jing Yuan 袁晶Technical AdvisorDirección de correo verificada de microsoft.com
Fuzheng Zhang（张富峥）「快意」大模型中心负责人，快手Dirección de correo verificada de mail.ustc.edu.cn
Yong GeAssociate Professor of MIS at University of ArizonaDirección de correo verificada de email.arizona.edu
Zheng LIUResearcher, HuaweiDirección de correo verificada de ust.hk
Yong Rui, Fellow of ACM, IEEE, AAAS,...Lenovo Research and previously Microsoft ResearchDirección de correo verificada de lenovo.com
Kai Zheng 郑凯Professor of Computer Science, University of Electronic Science and Technology of ChinaDirección de correo verificada de uestc.edu.cn
Longbing CaoDistinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie UniversityDirección de correo verificada de mq.edu.au
Guang-zhong SunUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Chenwang WuUniversity of Science and Technology of ChinaDirección de correo verificada de mail.ustc.edu.cn
Jin Chen 陈矜Hong Kong University of Science and TechnologyDirección de correo verificada de ust.hk
Hao WangUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Zhenya HuangUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Tao ZhouWeb Sciences CenterDirección de correo verificada de ustc.edu
Shoujin WangUniversity of Technology Sydney, Macquarie UniversityDirección de correo verificada de uts.edu.au
Zhihao Zhu中国科学技术大学Dirección de correo verificada de mail.ustc.edu.cn
Yongji WuDuke UniversityDirección de correo verificada de duke.edu
Shitao XiaoBUPTDirección de correo verificada de bupt.edu.cn
Le WuHefei University of TechnologyDirección de correo verificada de hfut.edu.cn

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Defu Lian (连德富)

Professor, University of Science and Technology of China

Dirección de correo verificada de ustc.edu.cn - Página principal

Recommender Systems Data Mining Deep Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Collaborative knowledge base embedding for recommender systems F Zhang, NJ Yuan, D Lian, X Xie, WY Ma Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	1668	2016
GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation D Lian, C Zhao, X Xie, G Sun, E Chen, Y Rui Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	715	2014
A survey on session-based recommender systems S Wang, L Cao, Y Wang, QZ Sheng, MA Orgun, D Lian ACM Computing Surveys (CSUR) 54 (7), 1-38, 2021	500	2021
Attention-based transactional context embedding for next-item recommendation S Wang, L Hu, L Cao, X Huang, D Lian, W Liu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	241	2018
Regularity and conformity: Location prediction using heterogeneous mobility data Y Wang, NJ Yuan, D Lian, L Xu, X Xie, E Chen, Y Rui Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	186	2015
Geography-aware sequential location recommendation D Lian, Y Wu, Y Ge, X Xie, E Chen Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020	182	2020
Neural memory streaming recommender networks with adversarial training Q Wang, H Yin, Z Hu, D Lian, H Wang, Z Huang Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	166	2018
Graph convolutional networks with markov random field reasoning for social spammer detection Y Wu, D Lian, Y Xu, L Wu, E Chen Proceedings of the AAAI conference on artificial intelligence 34 (01), 1054-1061, 2020	149	2020
GeoMF++ scalable location recommendation via joint geographical modeling and matrix factorization D Lian, K Zheng, Y Ge, L Cao, E Chen, X Xie ACM Transactions on Information Systems (TOIS) 36 (3), 1-29, 2018	117	2018
Content-aware collaborative filtering for location recommendation based on human mobility data D Lian, Y Ge, F Zhang, NJ Yuan, X Xie, T Zhou, Y Rui 2015 IEEE international conference on data mining, 261-270, 2015	112	2015
We know how you live: exploring the spectrum of urban lifestyles NJ Yuan, F Zhang, D Lian, K Zheng, S Yu, X Xie Proceedings of the first ACM conference on Online social networks, 3-14, 2013	108	2013
Binarized attributed network embedding H Yang, S Pan, P Zhang, L Chen, D Lian, C Zhang 2018 IEEE International Conference on Data Mining (ICDM), 1476-1481, 2018	105	2018
CEPR: A collaborative exploration and periodically returning model for location prediction D Lian, X Xie, VW Zheng, NJ Yuan, F Zhang, E Chen ACM Transactions on Intelligent Systems and Technology (TIST) 6 (1), 1-27, 2015	103	2015
Orderliness predicts academic performance: behavioural analysis on campus lifestyle Y Cao, J Gao, D Lian, Z Rong, J Shi, Q Wang, Y Wu, H Yao, T Zhou Journal of The Royal Society Interface 15 (146), 20180210, 2018	100	2018
MCNE: An end-to-end framework for learning multiple conditional network representations of social network H Wang, T Xu, Q Liu, D Lian, E Chen, D Du, H Wu, W Su Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	97	2019
Scalable content-aware collaborative filtering for location recommendation D Lian, Y Ge, F Zhang, NJ Yuan, X Xie, T Zhou, Y Rui IEEE Transactions on Knowledge and Data Engineering 30 (6), 1122-1135, 2018	87	2018
Personalized ranking with importance sampling D Lian, Q Liu, E Chen Proceedings of The Web Conference 2020, 1093-1103, 2020	83	2020
Graphformers: Gnn-nested transformers for representation learning on textual graph J Yang, Z Liu, S Xiao, C Li, D Lian, S Agrawal, A Singh, G Sun, X Xie Advances in Neural Information Processing Systems 34, 28798-28810, 2021	82	2021
Exploiting dining preference for restaurant recommendation F Zhang, NJ Yuan, K Zheng, D Lian, X Xie, Y Rui Proceedings of the 25th International Conference on World Wide Web, 725-735, 2016	82	2016
Discrete deep learning for fast content-aware recommendation Y Zhang, H Yin, Z Huang, X Du, G Yang, D Lian Proceedings of the eleventh ACM international conference on web search and …, 2018	78	2018

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