Niannan Xue

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 17

Top Topics

Face Recognition

Robust Principal Component Analysis

Parameter Estimation

Metropolis Hastings Algorithm

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Niannan Xue, Bin Liu, Huifeng Guo, Ruiming Tang, Fengwei Zhou, Stefanos Zafeiriou, Yuzhou Zhang, Jun Wang, Zhenguo Li
AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Jiankang Deng, Jia Guo, Jing Yang, Niannan Xue, Irene Kotsia, Stefanos Zafeiriou
ArcFace: Additive Angular Margin Loss for Deep Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Bin Liu, Niannan Xue, Huifeng Guo, Ruiming Tang, Stefanos Zafeiriou, Xiuqiang He, Zhenguo Li
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction. SIGIR (2020)
Rishabh Mehrotra, Niannan Xue, Mounia Lalmas
Bandit based Optimization of Multiple Objectives on a Music Streaming Platform. KDD (2020)
Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou
ArcFace: Additive Angular Margin Loss for Deep Face Recognition. CVPR (2019)
Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou
Side Information for Face Completion: A Robust PCA Approach. IEEE Trans. Pattern Anal. Mach. Intell. 41 (10) (2019)
Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. CoRR (2018)
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou
UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition. CVPR (2018)
Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. BMVC (2018)
Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
Informed Non-Convex Robust Principal Component Analysis With Features. AAAI (2018)
Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou
Side Information for Face Completion: a Robust PCA Approach. CoRR (2018)
Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
Informed Non-convex Robust Principal Component Analysis with Features. CoRR (2017)
Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou
Side Information in Robust Principal Component Analysis: Algorithms and Applications. ICCV (2017)
Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou
Side Information in Robust Principle Component Analysis: Algorithms and Applications. CoRR (2017)
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition. CoRR (2017)
Niannan Xue, Georgios Papamakarios, Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
Robust low-rank tensor modelling using Tucker and CP decomposition. EUSIPCO (2017)
Niannan Xue, Wei Pan, Yike Guo
Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach. EMBC (2016)