Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Accelerating SGD using flexible variance reduction on large-scale datasets.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

An efficient parallel and distributed solution to nonconvex penalized linear SVMs.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

Event Arguments Extraction via Dilate Gated Convolutional Neural Network With Enhanced Local Features.

[BibT_eX]

[DOI]

IEEE Access, 2020

ADMMiRNN: Training RNN with Stable Convergence via an Efficient ADMM Approach.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

Mini-batch cutting plane method for regularized risk minimization.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2019

Block coordinate descentwith time perturbation for nonconvex nonsmooth problems in real-world studies.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2019

Bregman reweighted alternating minimization and its application to image deblurring.

[BibT_eX]

[DOI]

Tao Sun

Linbo Qiao

Dongsheng Li

Inf. Sci., 2019

Exploring Pre-trained Language Models for Event Extraction and Generation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Stochastic extra-gradient based alternating direction methods for graph-guided regularized minimization.

[BibT_eX]

[DOI]

Qiang Lan

Lin-Bo Qiao

Yijie Wang

Frontiers Inf. Technol. Electron. Eng., 2018

On the iteration complexity analysis of Stochastic Primal-Dual Hybrid Gradient approach with high probability.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Stochastic Primal-Dual Proximal ExtraGradient descent for compositely regularized optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Malware Collusion Attack Against Machine Learning Based Methods: Issues and Countermeasures.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Learning for Disparity Estimation Through Feature Constancy.

[BibT_eX]

[DOI]

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

2017

A systematic review of structured sparse learning.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Learning Deep Correspondence through Prior and Posterior Feature Constancy.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Semantic tracking: Single-target tracking with inter-supervised convolutional networks.

[BibT_eX]

[DOI]

CoRR, 2016

Rigidly Self-Expressive Sparse Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Distractor-Supported Single Target Tracking in Extremely Cluttered Scenes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

An Efficient Algorithm for Tensor Principal Component Analysis via Proximal Linearized Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization.

[BibT_eX]

[DOI]

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

Sparse Subspace Clustering for Incomplete Images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2013

Online Mining of Attack Models in IDS Alerts from Network Backbone by a Two-Stage Clustering Method.

[BibT_eX]

[DOI]

Proceedings of the Cyberspace Safety and Security - 5th International Symposium, 2013

2012

Mining of Attack Models in IDS Alerts from Network Backbone by a Two-stage Clustering Method.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Linbo Qiao

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