Publications
Google Scholar: Dongbo Xi
DBLP: Dongbo Xi
[1] Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Jingjing Gu, Hui Xiong, Qing He: Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification. AAAI 2019. [paper][code]
[2] Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Chen, Fen Lin, Qing He: Domain Adaptation with Category Attention Network for Deep Sentiment Analysis. WWW 2020. [paper][code]
[3] Dongbo Xi, Fuzhen Zhuang, Bowen Song, Yongchun Zhu, Shuai Chen, Dan Hong, Tao Chen, Xi Gu, Qing He: Neural Hierarchical Factorization Machines for
User's Event Sequence Analysis. SIGIR 2020. [paper]
[4] Yongchun Zhu, Dongbo Xi, Bowen Song, Fuzhen Zhuang, Shuai Chen, Xi Gu, Qing He: Modeling Users’ Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection. WWW 2020. [paper]
[5] Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He: A Comprehensive Survey on Transfer Learning. Proceedings of the IEEE, 2020. [paper][code]
[6] Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Hengshu Zhu, Pengpeng Zhao, Chang Tan, Qing He: Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification. Neural Networks 2020. [paper]
[7] Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He: Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection. AAAI 2021. [paper]
[8] Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He: Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users. SIGIR 2021. [paper]
[9] Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. KDD 2021. [paper][code]
[10] Fuzhen Zhuang, Keyu Duan, Tongjia Guo, Yongchun Zhu, Dongbo Xi, Zhiyuan Qi, Qing He:Transfer learning toolkit: Primers and benchmarks. arXiv preprint 2019. [paper][code]
[11] Translation of Chapter 15 and 17 in the book "Transfer Learning". [book]
arxiv
[1] Dongbo Xi, Fuzhen Zhuang, Yongchun Zhu, Pengpeng Zhao, Xiangliang Zhang, Qing He: Graph Factorization Machines for Cross-Domain Recommendation. [paper]
[2] Dongbo Xi, Zhen Chen, Yuexian Wang, He Cui, Chong Peng, Fuzhen Zhuang, Peng Yan: Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework [paper]
