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2019

Conference Publication

Nonlinear Transformation for Multiple Auxiliary Information in Music Recommendation

Zhang, Junwei, Gao, Min, Yu, Junliang, Wang, Xinyi, Song, Yuqi and Xiong, Qingyu (2019). Nonlinear Transformation for Multiple Auxiliary Information in Music Recommendation. 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14-19 July 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN.2019.8851992

Nonlinear Transformation for Multiple Auxiliary Information in Music Recommendation

2019

Conference Publication

A minimax game for generative and discriminative sample models for recommendation

Wang, Zongwei, Gao, Min, Wang, Xinyi, Yu, Junliang, Wen, Junhao and Xiong, Qingyu (2019). A minimax game for generative and discriminative sample models for recommendation. 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Macau, China, 14-17 April 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-16145-3_33

A minimax game for generative and discriminative sample models for recommendation

2018

Conference Publication

Detection of shilling attack based on bayesian model and user embedding

Yang, Fan, Gao, Min, Yu, Junliang, Song, Yuqi and Wang, Xinyi (2018). Detection of shilling attack based on bayesian model and user embedding. 30th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Volos, Greece, 5-7 November 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ictai.2018.00102

Detection of shilling attack based on bayesian model and user embedding

2018

Conference Publication

PUED: A Social Spammer Detection Method Based on PU Learning and Ensemble Learning

Song, Yuqi, Gao, Min, Yu, Junliang, Li, Wentao, Yu, Lulan and Xiao, Xinyu (2018). PUED: A Social Spammer Detection Method Based on PU Learning and Ensemble Learning. Springer Verlag. doi: 10.1007/978-3-030-00916-8_14

PUED: A Social Spammer Detection Method Based on PU Learning and Ensemble Learning

2018

Conference Publication

Meta-path based heterogeneous graph embedding for music recommendation

Fang, Qianqi, Liu, Ling, Yu, Junliang and Wen, Junhao (2018). Meta-path based heterogeneous graph embedding for music recommendation. Springer Verlag. doi: 10.1007/978-3-030-04182-3_10

Meta-path based heterogeneous graph embedding for music recommendation

2018

Conference Publication

Collaborative shilling detection bridging factorization and user embedding

Dou, Tong, Yu, Junliang, Xiong, Qingyu, Gao, Min, Song, Yuqi and Fang, Qianqi (2018). Collaborative shilling detection bridging factorization and user embedding. 13th European Alliance for Innovation (EAI) International Conference on Collaborative Computing - Networking, Applications and Worksharing (CollaborateCom), Edinburgh, Scotland, 11-13 December 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-00916-8_43

Collaborative shilling detection bridging factorization and user embedding

2018

Conference Publication

Integrating User Embedding and Collaborative Filtering for Social Recommendations

Yu, Junliang, Gao, Min, Song, Yuqi, Fang, Qianqi, Rong, Wenge and Xiong, Qingyu (2018). Integrating User Embedding and Collaborative Filtering for Social Recommendations. Springer Verlag. doi: 10.1007/978-3-030-00916-8_44

Integrating User Embedding and Collaborative Filtering for Social Recommendations

2018

Conference Publication

Impact of the Important Users on Social Recommendation System

Zhao, Zehua, Gao, Min, Yu, Junliang, Song, Yuqi, Wang, Xinyi and Zhang, Min (2018). Impact of the Important Users on Social Recommendation System. Springer Verlag. doi: 10.1007/978-3-030-00916-8_40

Impact of the Important Users on Social Recommendation System

2017

Conference Publication

Make users and preferred items closer: recommendation via distance metric learning

Yu, Junliang, Gao, Min, Rong, Wenge, Song, Yuqi, Fang, Qianqi and Xiong, Qingyu (2017). Make users and preferred items closer: recommendation via distance metric learning. 24th International Conference on Neural Information Processing (ICONIP), Guangzhou, China, 14-18 November 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-70139-4_30

Make users and preferred items closer: recommendation via distance metric learning

2017

Conference Publication

Connecting factorization and distance metric learning for social recommendations

Yu, Junliang, Gao, Min, Song, Yuqi, Zhao, Zehua, Rong, Wenge and Xiong, Qingyu (2017). Connecting factorization and distance metric learning for social recommendations. 10th International Conference on Knowledge Science, Engineering and Management (KSEM), Melbourne, VIC, Australia, 19-20 August 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-63558-3_33

Connecting factorization and distance metric learning for social recommendations

2017

Conference Publication

PUD: social spammer detection based on PU learning

Song, Yuqi, Gao, Min, Yu, Junliang, Li, Wentao, Wen, Junhao and Xiong, Qingyu (2017). PUD: social spammer detection based on PU learning. 24th International Conference on Neural Information Processing (ICONIP), Guangzhou, China, 14-18 November 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-70139-4_18

PUD: social spammer detection based on PU learning