Yuan (Alan) Qi

Publication Activity (10 Years)

Years Active: 2001-2019
Publications (10 Years): 9

Top Topics

Hyperparameters

Nonparametric Bayesian Models

Gaussian Process

Fraud Detection

Top Venues

Publications

Shaosheng Cao, Xinxing Yang, Cen Chen, Jun Zhou, Xiaolong Li, Yuan (Alan) Qi
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. CoRR (2019)
Ya-Lin Zhang, Jun Zhou, Wenhao Zheng, Ji Feng, Longfei Li, Ziqi Liu, Ming Li, Zhiqiang Zhang, Chaochao Chen, Xiaolong Li, Yuan (Alan) Qi, Zhi-Hua Zhou
Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Jianbin Lin, Daixin Wang, Lu Guan, Yin Zhao, Binqiang Zhao, Jun Zhou, Xiaolong Li, Yuan (Alan) Qi
RNE: A Scalable Network Embedding for Billion-Scale Recommendation. PAKDD (2) (2019)
Jianbin Lin, Zhiqiang Zhang, Jun Zhou, Xiaolong Li, Jingli Fang, Yanming Fang, Quan Yu, Yuan (Alan) Qi
NetDP: An Industrial-Scale Distributed Network Representation Framework for Default Prediction in Ant Credit Pay. IEEE BigData (2018)
Shaosheng Cao, Xinxing Yang, Jun Zhou, Xiaolong Li, Yuan (Alan) Qi, Kai Xiao
POSTER: Actively Detecting Implicit Fraudulent Transactions. CCS (2017)
Jun Zhou, Xiaolong Li, Peilin Zhao, Chaochao Chen, Longfei Li, Xinxing Yang, Qing Cui, Jin Yu, Xu Chen, Yi Ding, Yuan (Alan) Qi
KunPeng: Parameter Server based Distributed Learning Systems and Its Applications in Alibaba and Ant Financial. KDD (2017)
Xi Tan, Syed A. Z. Naqvi, Yuan (Alan) Qi, Katherine A. Heller, Vinayak A. Rao
Content-based Modeling of Reciprocal Relationships using Hawkes and Gaussian Processes. UAI (2016)
Shandian Zhe, Zenglin Xu, Xinqi Chu, Yuan (Alan) Qi, Youngja Park
Scalable Nonparametric Multiway Data Analysis. AISTATS (2015)
Zenglin Xu, Feng Yan, Yuan (Alan) Qi
Bayesian Nonparametric Models for Multiway Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 37 (2) (2015)
Feng Yan, Shreyas Sundaram, S. V. N. Vishwanathan, Yuan (Alan) Qi
Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties. IEEE Trans. Knowl. Data Eng. 25 (11) (2013)
Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa
Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. ICDM (2012)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Sparse-posterior Gaussian Processes for general likelihoods CoRR (2012)
Yuan (Alan) Qi, Bo Dai, Yao Zhu
EigenGP: Gaussian processes with sparse data-dependent eigenfunctions CoRR (2012)
Zenglin Xu, Feng Yan, Yuan (Alan) Qi
Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis. ICML (2012)
Thomas P. Minka, Rongjing Xiang, Yuan (Alan) Qi
Virtual Vector Machine for Bayesian Online Classification CoRR (2012)
Feng Yan, Zenglin Xu, Yuan (Alan) Qi
Sparse matrix-variate Gaussian process blockmodels for network modeling CoRR (2012)
Feng Yan, Zenglin Xu, Yuan (Alan) Qi
Sparse matrix-variate Gaussian process blockmodels for network modeling. UAI (2011)
Yuan (Alan) Qi, Feng Yan
EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning. NIPS (2011)
Zenglin Xu, Feng Yan, Yuan (Alan) Qi
Sparse Matrix-Variate t Process Blockmodels. AAAI (2011)
Zenglin Xu, Feng Yan, Yuan (Alan) Qi
InfTucker: t-Process based Infinite Tensor Decomposition CoRR (2011)
Nan Ding, S. V. N. Vishwanathan, Yuan (Alan) Qi
t-divergence Based Approximate Inference. NIPS (2011)
Yuan (Alan) Qi, Feng Yan
EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning CoRR (2011)
Li Shen, Sungeun Kim, Yuan (Alan) Qi, Mark Inlow, Shanker Swaminathan, Kwangsik Nho, Jing Wan, Shannon L. Risacher, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Andrew J. Saykin
Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net. MBIA (2011)
Feng Yan, S. V. N. Vishwanathan, Yuan (Alan) Qi
Cooperative Autonomous Online Learning CoRR (2010)
Feng Yan, Yuan (Alan) Qi
Sparse Gaussian Process Regression via L1 Penalization. ICML (2010)
Ian M. Molloy, Ninghui Li, Yuan (Alan) Qi, Jorge Lobo, Luke Dickens
Mining roles with noisy data. SACMAT (2010)
Jia Meng, Jianqiu (Michelle) Zhang, Yuan (Alan) Qi, Yidong Chen, Yufei Huang
Uncovering Transcriptional Regulatory Networks by Sparse Bayesian Factor Model. EURASIP J. Adv. Signal Process. 2010 (2010)
Li Shen, Yuan (Alan) Qi, Sungeun Kim, Kwangsik Nho, Jing Wan, Shannon L. Risacher, Andrew J. Saykin
Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction. MICCAI (3) (2010)
Nan Ding, Yuan (Alan) Qi, Rongjing Xiang, Ian M. Molloy, Ninghui Li
Nonparametric Bayesian Matrix Factorization by Power-EP. AISTATS (2010)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Sparse-posterior Gaussian Processes for general likelihoods. UAI (2010)
Yuan (Alan) Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka
Variable sigma Gaussian processes: An expectation propagation perspective CoRR (2009)
Feng Yan, Ningyi Xu, Yuan (Alan) Qi
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units. NIPS (2009)
Thomas P. Minka, Rongjing Xiang, Yuan (Alan) Qi
Virtual Vector Machine for Bayesian Online Classification. UAI (2009)
Yuan (Alan) Qi, Thomas P. Minka
Window-based expectation propagation for adaptive signal detection in flat-fading channels. IEEE Trans. Wirel. Commun. 6 (1) (2007)
Yuan (Alan) Qi, Tommi S. Jaakkola
Parameter Expanded Variational Bayesian Methods. NIPS (2006)
Yuan (Alan) Qi, Patrycja E. Missiuro, Ashish Kapoor, Craig P. Hunter, Tommi S. Jaakkola, David K. Gifford, Hui Ge
embryo. ISMB (Supplement of Bioinformatics) (2006)
Yuan (Alan) Qi, Hui Ge
Modularity and Dynamics of Cellular Networks. PLoS Comput. Biol. 2 (12) (2006)
Yuan (Alan) Qi, Martin Szummer, Thomas P. Minka
Diagram Structure Recognition by Bayesian Conditional Random Fields. CVPR (2) (2005)
Tao Wei, Yufei Huang, Yuan (Alan) Qi
Symbol detection with time-varying unknown phase by expectation propagation. ICASSP (3) (2005)
Ashish Kapoor, Yuan (Alan) Qi, Hyungil Ahn, Rosalind W. Picard
Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification. NIPS (2005)
Yuan (Alan) Qi, Martin Szummer, Tom Minka
Bayesian Conditional Random Fields. AISTATS (2005)
Martin Szummer, Yuan (Alan) Qi
Contextual recognition of hand-drawn diagrams with conditional random fields. IWFHR (2004)
Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani
Predictive automatic relevance determination by expectation propagation. ICML (2004)
Ashish Kapoor, Yuan (Alan) Qi, Rosalind W. Picard
Fully Automatic Upper Facial Action Recognition. AMFG (2003)
Thomas P. Minka, Yuan (Alan) Qi
Tree-structured Approximations by Expectation Propagation. NIPS (2003)
Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard
Bayesian spectrum estimation of unevenly sampled nonstationary data. ICASSP (2002)
Yuan (Alan) Qi, Rosalind W. Picard
Context-Sensitive Bayesian Classifiers and Application to Mouse Pressure Pattern Classification. ICPR (3) (2002)
Yuan (Alan) Qi, David S. Doermann, Daniel DeMenthon
Hybrid independent component analysis and support vector machine learning scheme for face detection. ICASSP (2001)