Defu Lian 连德富
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
7562016
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
5282014
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
1582015
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
1152018
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
1002013
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
942018
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
872015
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
872015
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
832021
Learning location naming from user check-in histories
D Lian, X Xie
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances …, 2011
742011
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
702018
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
672018
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
542016
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
532018
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
512018
Discrete content-aware matrix factorization
D Lian, R Liu, Y Ge, K Zheng, X Xie, L Cao
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
492017
Mining novelty-seeking trait across heterogeneous domains
F Zhang, NJ Yuan, D Lian, X Xie
Proceedings of the 23rd international conference on World wide web, 373-384, 2014
422014
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
392018
Collaborative filtering meets next check-in location prediction
D Lian, VW Zheng, X Xie
Proceedings of the 22nd International Conference on World Wide Web, 231-232, 2013
392013
Sparse modeling-based sequential ensemble learning for effective outlier detection in high-dimensional numeric data
G Pang, L Cao, L Chen, D Lian, H Liu
Thirty-second AAAI conference on artificial intelligence, 2018
372018
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Articles 1–20