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
Zheng LIUBeijijng Academy of Artificial IntelligenceDirección de correo verificada de baai.ac.cn
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
Hao WangUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Kai Zheng 郑凯Professor of Computer Science, University of Electronic Science and Technology of ChinaDirección de correo verificada de uestc.edu.cn
Shitao XiaoBUPTDirección de correo verificada de bupt.edu.cn
Chenwang WuUniversity of Science and Technology of ChinaDirección de correo verificada de mail.ustc.edu.cn
Yong Rui, Fellow of ACM, IEEE, AAAS,...Lenovo Research and previously Microsoft ResearchDirección de correo verificada de lenovo.com
Jin Chen 陈矜Hong Kong University of Science and TechnologyDirección de correo verificada de ust.hk
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
Zhenya HuangUniversity of Science and Technology of ChinaDirección de correo verificada de ustc.edu.cn
Zhihao Zhu中国科学技术大学Dirección de correo verificada de mail.ustc.edu.cn
Gangwei Jiang中国科学技术大学Dirección de correo verificada de mail.ustc.edu.cn
Tao ZhouWeb Sciences CenterDirección de correo verificada de ustc.edu
Yongji WuDuke UniversityDirección de correo verificada de duke.edu
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	1901	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	740	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	633	2021
C-pack: Packed resources for general chinese embeddings S Xiao, Z Liu, P Zhang, N Muennighoff, D Lian, JY Nie Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024	332*	2024
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	265	2018
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	235	2020
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	203	2020
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	191	2015
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	177	2018
M3-embedding: multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation J Chen, S Xiao, P Zhang, K Luo, D Lian, Z Liu Findings of the Association for Computational Linguistics ACL 2024, 2318-2335, 2024	174*	2024
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	140	2021
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	128	2019
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	125	2018
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	115	2018
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	113	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	110	2013
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	106	2015
Frequency-domain MLPs are more effective learners in time series forecasting K Yi, Q Zhang, W Fan, S Wang, P Wang, H He, N An, D Lian, L Cao, Z Niu Advances in Neural Information Processing Systems 36, 2024	102	2024
Personalized ranking with importance sampling D Lian, Q Liu, E Chen Proceedings of The Web Conference 2020, 1093-1103, 2020	101	2020

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