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Defu Lian (连德富)
Defu Lian (连德富)
Verified email at ustc.edu.cn - Homepage
Title
Cited by
Cited by
Year
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
17292016
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
7232014
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
5332021
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
2462018
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
1932020
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
1872015
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
1692018
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
1662020
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
1192018
C-pack: Packaged resources to advance general chinese embedding
S Xiao, Z Liu, P Zhang, N Muennighoff, D Lian, JY Nie
arXiv preprint arXiv:2309.07597, 2023
1152023
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
1122015
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
1092018
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
1082013
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
1052018
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
1032019
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
1032015
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
912021
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
872018
Personalized ranking with importance sampling
D Lian, Q Liu, E Chen
Proceedings of The Web Conference 2020, 1093-1103, 2020
862020
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
822016
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Articles 1–20