Defu Lian (连德富)

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Enhong ChenUniversity of Science and Technology of ChinaAdresse e-mail validée de ustc.edu.cn
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowAdresse e-mail validée de microsoft.com
Zheng LIUBeijijng Academy of Artificial IntelligenceAdresse e-mail validée de baai.ac.cn
Nicholas Jing Yuan 袁晶Partner, Technical Advisor to CVP, Microsoft | IEEE FellowAdresse e-mail validée de microsoft.com
Fuzheng Zhang（张富峥）「快意」大模型中心负责人，快手Adresse e-mail validée de mail.ustc.edu.cn
Hao WangUniversity of Science and Technology of ChinaAdresse e-mail validée de ustc.edu.cn
Shitao XiaoBUPTAdresse e-mail validée de bupt.edu.cn
Yong GeAssociate Professor of MIS at University of ArizonaAdresse e-mail validée de email.arizona.edu
Kai Zheng 郑凯Professor of Computer Science, University of Electronic Science and Technology of ChinaAdresse e-mail validée de uestc.edu.cn
Chenwang WuUniversity of Science and Technology of ChinaAdresse e-mail validée de mail.ustc.edu.cn
Yong Rui, Fellow of ACM, IEEE, AAAS,...Lenovo Research and previously Microsoft ResearchAdresse e-mail validée de lenovo.com
Jin Chen 陈矜Hong Kong University of Science and TechnologyAdresse e-mail validée de ust.hk
Longbing CaoDistinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie UniversityAdresse e-mail validée de mq.edu.au
Guang-zhong SunUniversity of Science and Technology of ChinaAdresse e-mail validée de ustc.edu.cn
Zhenya HuangUniversity of Science and Technology of ChinaAdresse e-mail validée de ustc.edu.cn
Gangwei Jiang中国科学技术大学Adresse e-mail validée de mail.ustc.edu.cn
Zhihao ZhuUniversity of Science and Technology of ChinaAdresse e-mail validée de mail.ustc.edu.cn
Shoujin WangUniversity of Technology SydneyAdresse e-mail validée de uts.edu.au
Le WuHefei University of TechnologyAdresse e-mail validée de hfut.edu.cn
Tao ZhouWeb Sciences CenterAdresse e-mail validée de ustc.edu

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Defu Lian (连德富)

Professor, University of Science and Technology of China

Adresse e-mail validée de ustc.edu.cn - Page d'accueil

Recommender Systems Data Mining Deep Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1990	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	770	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	678	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	494	2024
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	371*	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	277	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	254	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	221	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	193	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	181	2018
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, 76656-76679, 2023	177	2023
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	171	2021
When large language models meet personalization: Perspectives of challenges and opportunities J Chen, Z Liu, X Huang, C Wu, Q Liu, G Jiang, Y Pu, Y Lei, X Chen, ... World Wide Web 27 (4), 42, 2024	162	2024
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	126	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	120	2018
Understanding the planning of LLM agents: A survey X Huang, W Liu, X Chen, X Wang, H Wang, D Lian, Y Wang, R Tang, ... arXiv preprint arXiv:2402.02716, 2024	118	2024
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	113	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	111	2018
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	111	2013
Personalized ranking with importance sampling D Lian, Q Liu, E Chen Proceedings of The Web Conference 2020, 1093-1103, 2020	108	2020

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