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Niannan Xue

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Imperial College London

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arXiv® is a free distribution service and an open archive for scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics. arXiv is a collaboratively funded, community-supported resource founded by Paul Ginsparg in 1991 and maintained and operated by Cornell University.

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AutoHash: Learning Higher-order Feature Interactions for Deep CTR Prediction

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

IEEE Transactions on Knowledge and Data Engineering, pp.1-1, (2020)

Bibtex

AutoHash: Learning Higher order Feature Interactions for Deep CTR Prediction

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

IEEE Transactions on Knowledge and Data Engineering, (2020)

Bibtex

Bandit based Optimization of Multiple Objectives on a Music Streaming Platform

Rishabh Mehrotra,Niannan Xue,Mounia Lalmas

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.3224-3233, (2020)

EIBibtex

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

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.199-208, (2020)

EIBibtex

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo,Niannan Xue,Stefanos Zafeiriou

CVPR, pp.4690-4699, (2018)

Cited by801EIBibtex

Informed Non-convex Robust Principal Component Analysis with Features

Niannan Xue,Jiankang Deng,Yannis Panagakis,Stefanos Zafeiriou

national conference on artificial intelligence, (2018)

Cited by2EIBibtex

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

Jia Guo,Jiankang Deng,Niannan Xue,Stefanos Zafeiriou

BMVC, (2018)

Cited by19EIBibtex

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

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

CVPR, (2018)

Cited by63EIBibtex

Robust low-rank tensor modelling using Tucker and CP decomposition

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

European Signal Processing Conference, pp.1185-1189, (2017)

Cited by2EIBibtex

Side Information in Robust Principle Component Analysis: Algorithms and Applications

Niannan Xue,Yannis Panagakis,Stefanos Zafeiriou

ICCV, (2017): 4327-4335

Cited by6EIBibtex

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

Niannan Xue, Wei Pan,Yike Guo

EMBC, (2016): 1476-1479

EIWOSBibtex

Dynamics of filopodium-like protrusion and endothelial cellular motility on one-dimensional extracellular matrix fibrils

Niannan Xue,Cristina Bertulli,Amine Sadok,Yan Yan Shery Huang

Interface focus, no. 2 (2014): 20130060-20130060

Cited by5WOSBibtex

Rapid patterning of 1-D collagenous topography as an ECM protein fibril platform for image cytometry

Niannan Xue,Xia Li,Cristina Bertulli,Zhaoying Li,Atipat Patharagulpong,Amine Sadok,Yan Yan Shery Huang

PloS one, no. 4 (2014): e93590-e93590

WOSBibtex

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