Jianxun Lian
Jianxun Lian
Microsoft Research Asia
Verifierad e-postadress på microsoft.com - Startsida
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xdeepfm: Combining explicit and implicit feature interactions for recommender systems
J Lian, X Zhou, F Zhang, Z Chen, X Xie, G Sun
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
2712018
Content-based collaborative filtering for news topic recommendation
Z Lu, Z Dou, J Lian, X Xie, Q Yang
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
1142015
CCCFNet: a content-boosted collaborative filtering neural network for cross domain recommender systems
J Lian, F Zhang, X Xie, G Sun
Proceedings of the 26th international conference on World Wide Web companion …, 2017
862017
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.
J Lian, F Zhang, X Xie, G Sun
IJCAI, 3805-3811, 2018
432018
Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation.
Z Yu, J Lian, A Mahmoody, G Liu, X Xie
IJCAI, 4213-4219, 2019
262019
Mind: A large-scale dataset for news recommendation
F Wu, Y Qiao, JH Chen, C Wu, T Qi, J Lian, D Liu, X Xie, J Gao, W Wu, ...
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
242020
Relation-aware graph convolutional networks for agent-initiated social e-commerce recommendation
F Xu, J Lian, Z Han, Y Li, Y Xu, X Xie
Proceedings of the 28th ACM international conference on information and …, 2019
232019
Practical lessons for job recommendations in the cold-start scenario
J Lian, F Zhang, M Hou, H Wang, X Xie, G Sun
Proceedings of the Recommender Systems Challenge 2017, 1-6, 2017
202017
Restaurant survival analysis with heterogeneous information
J Lian, F Zhang, X Xie, G Sun
Proceedings of the 26th International Conference on World Wide Web Companion …, 2017
202017
Cross-device user matching based on massive browse logs: The runner-up solution for the 2016 CIKM Cup
J Lian, X Xie
arXiv preprint arXiv:1610.03928, 2016
122016
Collaborative metric learning with memory network for multi-relational recommender systems
X Zhou, D Liu, J Lian, X Xie
arXiv preprint arXiv:1906.09882, 2019
112019
Lightrec: A memory and search-efficient recommender system
D Lian, H Wang, Z Liu, J Lian, E Chen, X Xie
Proceedings of The Web Conference 2020, 695-705, 2020
102020
KRED: Knowledge-Aware Document Representation for News Recommendations
D Liu, J Lian, S Wang, Y Qiao, JH Chen, G Sun, X Xie
Fourteenth ACM Conference on Recommender Systems, 200-209, 2020
7*2020
Personalized recommendation systems: Five hot research topics you must know
X Xie, J Lian, Z Liu, X Wang, F Wu, H Wang, Z Chen
Microsoft Research Lab-Asia, 2018
62018
News Graph: An Enhanced Knowledge Graph for News Recommendation.
D Liu, T Bai, J Lian, X Zhao, G Sun, JR Wen, X Xie
KaRS@ CIKM, 1-7, 2019
42019
A multifaceted model for cross domain recommendation systems
J Lian, F Zhang, X Xie, G Sun
International Conference on Knowledge Science, Engineering and Management …, 2017
42017
Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates
Z Liu, J Lian, J Yang, D Lian, X Xie
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
22020
A Novel User Representation Paradigm for Making Personalized Candidate Retrieval
Z Liu, Y Xing, J Lian, D Lian, Z Li, X Xie
arXiv preprint arXiv:1907.06323, 2019
12019
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks
J Yang, Z Liu, B Jin, J Lian, D Lian, A Soni, EY Kang, Y Wang, G Sun, ...
arXiv preprint arXiv:2104.10925, 2021
2021
Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations
J Lian, I Batal, Z Liu, A Soni, EY Kang, Y Wang, X Xie
arXiv preprint arXiv:2102.09211, 2021
2021
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