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Dongbo Xi
Dongbo Xi
Meituan
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Year
A comprehensive survey on transfer learning
F Zhuang, Z Qi, K Duan, D Xi, Y Zhu, H Zhu, H Xiong, Q He
Proceedings of the IEEE 109 (1), 43-76, 2020
64672020
Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users
Y Zhu, K Ge, F Zhuang, R Xie, D Xi, X Zhang, L Lin, Q He
SIGIR 2021, 1813-1817, 2021
1332021
Modeling the sequential dependence among audience multi-step conversions with multi-task learning in targeted display advertising
D Xi, Z Chen, P Yan, Y Zhang, Y Zhu, F Zhuang, Y Chen
KDD 2021, 3745-3755, 2021
1022021
Modeling users’ behavior sequences with hierarchical explainable network for cross-domain fraud detection
Y Zhu, D Xi, B Song, F Zhuang, S Chen, X Gu, Q He
WWW 2020, 928-938, 2020
802020
Modelling of bi-directional spatio-temporal dependence and users’ dynamic preferences for missing poi check-in identification
D Xi, F Zhuang, Y Liu, J Gu, H Xiong, Q He
AAAI 2019 33 (01), 5458-5465, 2019
572019
Neural Hierarchical Factorization Machines for User's Event Sequence Analysis
D Xi, F Zhuang, B Song, Y Zhu, S Chen, D Hong, T Chen, X Gu, Q He
SIGIR 2020, 1893-1896, 2020
252020
Domain adaptation with category attention network for deep sentiment analysis
D Xi, F Zhuang, G Zhou, X Cheng, F Lin, Q He
WWW 2020, 3133-3139, 2020
222020
Modeling the field value variations and field interactions simultaneously for fraud detection
D Xi, B Song, F Zhuang, Y Zhu, S Chen, T Zhang, Y Qi, Q He
AAAI 2021, 14957-14965, 2021
142021
Graph factorization machines for cross-domain recommendation
D Xi, F Zhuang, Y Zhu, P Zhao, X Zhang, Q He
arXiv preprint arXiv:2007.05911, 2020
102020
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification
D Xi, F Zhuang, Y Liu, H Zhu, P Zhao, C Tan, Q He
Neural Networks 132, 75-83, 2020
72020
Transfer learning toolkit: Primers and benchmarks
F Zhuang, K Duan, T Guo, Y Zhu, D Xi, Z Qi, Q He
arXiv preprint arXiv:1911.08967, 2019
52019
Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework
D Xi, Z Chen, Y Wang, H Cui, C Peng, F Zhuang, P Yan
arXiv preprint arXiv:2404.08361, 2024
12024
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