Niannan Xue

According to our database, Niannan Xue authored at least 13 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction.

Niannan Xue, Bin Liu, Huifeng Guo, Ruiming Tang, Fengwei Zhou, Stefanos Zafeiriou, Yuzhou Zhang, Jun Wang, Zhenguo Li

IEEE Trans. Knowl. Data Eng., 2022

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

Jiankang Deng, Jia Guo, Jing Yang, Niannan Xue, Irene Kotsia, Stefanos Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2020

AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.

Bin Liu, Niannan Xue, Huifeng Guo, Ruiming Tang, Stefanos Zafeiriou, Xiuqiang He, Zhenguo Li

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bandit based Optimization of Multiple Objectives on a Music Streaming Platform.

Rishabh Mehrotra, Niannan Xue, Mounia Lalmas

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Side Information for Face Completion: A Robust PCA Approach.

Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., 2019

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition.

Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment.

Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou

Proceedings of the British Machine Vision Conference 2018, 2018

Informed Non-Convex Robust Principal Component Analysis With Features.

Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Side Information in Robust Principle Component Analysis: Algorithms and Applications.

Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou

CoRR, 2017

Side Information in Robust Principal Component Analysis: Algorithms and Applications.

Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou

Proceedings of the IEEE International Conference on Computer Vision, 2017

Robust low-rank tensor modelling using Tucker and CP decomposition.

Niannan Xue, Georgios Papamakarios, Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach.

Niannan Xue, Wei Pan, Yike Guo

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016