Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach. - Niannan Xue; Wei Pan 004; Yike Guo (EMBC, 2016)

Robust low-rank tensor modelling using Tucker and CP decomposition. - Niannan Xue; Georgios Papamakarios; Mehdi Bahri; Yannis Panagakis; Stefanos Zafeiriou (EUSIPCO, 2017)

Side Information in Robust Principal Component Analysis: Algorithms and Applications. - Niannan Xue; Yannis Panagakis; Stefanos Zafeiriou (ICCV, 2017)

Side Information in Robust Principle Component Analysis: Algorithms and Applications. - Niannan Xue; Yannis Panagakis; Stefanos Zafeiriou (CoRR, 2017)

Informed Non-Convex Robust Principal Component Analysis With Features. - Niannan Xue; Jiankang Deng; Yannis Panagakis; Stefanos Zafeiriou (AAAI, 2018)

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. - Jia Guo 003; Jiankang Deng; Niannan Xue; Stefanos Zafeiriou (BMVC, 2018)

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition. - Jiankang Deng; Shiyang Cheng 001; Niannan Xue; Yuxiang Zhou; Stefanos Zafeiriou (CVPR, 2018)

ArcFace: Additive Angular Margin Loss for Deep Face Recognition. - Jiankang Deng; Jia Guo 003; Niannan Xue; Stefanos Zafeiriou (CVPR, 2019)

Side Information for Face Completion: A Robust PCA Approach. - Niannan Xue; Jiankang Deng; Shiyang Cheng 001; Yannis Panagakis; Stefanos Zafeiriou (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Bandit based Optimization of Multiple Objectives on a Music Streaming Platform. - Rishabh Mehrotra; Niannan Xue; Mounia Lalmas (KDD, 2020)

AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction. - Bin Liu 072; Niannan Xue; Huifeng Guo; Ruiming Tang; Stefanos Zafeiriou; Xiuqiang He 001; Zhenguo Li (SIGIR, 2020)

ArcFace: Additive Angular Margin Loss for Deep Face Recognition. - Jiankang Deng; Jia Guo 003; Jing Yang 038; Niannan Xue; Irene Kotsia; Stefanos Zafeiriou (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction. - Niannan Xue; Bin Liu 072; Huifeng Guo; Ruiming Tang; Fengwei Zhou; Stefanos Zafeiriou; Yuzhou Zhang; Jun Wang 012; Zhenguo Li (IEEE Trans. Knowl. Data Eng., 2022)