Hongyi Zhang

Proceedings of the International Joint Conference on Neural Networks, 2021

Towards Federated Learning: A Case Study in the Telecommunication Domain.

[BibT_eX]

[DOI]

Proceedings of the Software Business - 12th International Conference, 2021

Context-aware legal citation recommendation using deep learning.

[BibT_eX]

[DOI]

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests.

[BibT_eX]

[DOI]

Ashok Chaitanya Koppisetty

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Real-time End-to-End Federated Learning: An Automotive Case Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Meow Meow Call: Prototype Design for Building Interactive Connection between Human and Deaf Cat.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.

[BibT_eX]

[DOI]

Victor Hugo C. de Albuquerque

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2020

Active Balancing Mechanism for Imbalanced Medical Data in Deep Learning-Based Classification Models.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

X-ray and Computed Tomography Analysis of Spinal Joint Injuries.

[BibT_eX]

[DOI]

J. Medical Imaging Health Informatics, 2020

Improved Faster R-CNN identification method for containers.

[BibT_eX]

[DOI]

Ning Chen

Xiaohu Ding

Int. J. Embed. Syst., 2020

Towards predictive analysis of android vulnerability using statistical codes and machine learning for IoT applications.

[BibT_eX]

[DOI]

Comput. Commun., 2020

Analysis on the M-rogue wave solutions of a generalized (3+1)-dimensional KP equation.

[BibT_eX]

[DOI]

Yufeng Zhang

Appl. Math. Lett., 2020

PHC-GAN: Physical Constraint Generative Adversarial Network for Single Image Dehazing.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Engineering Federated Learning Systems: A Literature Review.

[BibT_eX]

[DOI]

Proceedings of the Software Business - 11th International Conference, 2020

Cross-layer Information Refining Network for Single Image Super-Resolution.

[BibT_eX]

[DOI]

Wen Lu

Xiaopeng Sun

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Federated Learning Systems: Architecture Alternatives.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019

An Approximate Shading Model with Detail Decomposition for Object Relighting.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

Breast cancer prognosis signature: linking risk stratification to disease subtypes.

[BibT_eX]

[DOI]

Briefings Bioinform., 2019

Identifying mutual exclusivity across cancer genomes: computational approaches to discover genetic interaction and reveal tumor vulnerability.

[BibT_eX]

[DOI]

Briefings Bioinform., 2019

Understanding How Work Habits influence Student Performance.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 2019

Fixup Initialization: Residual Learning Without Normalization.

[BibT_eX]

[DOI]

Yann N. Dauphin

Tengyu Ma

Proceedings of the 7th International Conference on Learning Representations, 2019

Efficient Learning on High-dimensional Operational Data.

[BibT_eX]

[DOI]

Forough Shahab Samani

Rolf Stadler

Proceedings of the 15th International Conference on Network and Service Management, 2019

Knowledge Distillation Based on Pruned Model.

[BibT_eX]

[DOI]

Cailing Liu

Deyi Chen

Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019

2018

Matrix Factorization Framework for Overlapping Community Detection.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Hot time periods discovery for facility proportioning in urban commercial districts using POIs and mobile phone data.

[BibT_eX]

[DOI]

Rong Xie

Chao Gong

Web Intell., 2018

Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2018

SEECancer: a resource for somatic events in evolution of cancer genome.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2018

R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate.

[BibT_eX]

[DOI]

Jingzhao Zhang

CoRR, 2018

Towards Riemannian Accelerated Gradient Methods.

[BibT_eX]

[DOI]

CoRR, 2018

mixup: Beyond Empirical Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

A Comparative Analysis of Convergence Rate for Imbalanced Datasets of Active Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

An Estimate Sequence for Geodesically Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the Conference On Learning Theory, 2018

2017

Modeling and SINR Analysis of Dual Connectivity in Downlink Heterogeneous Cellular Networks.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2017

Matrix Completion from $O(n)$ Samples in Linear Time.

[BibT_eX]

[DOI]

David Gamarnik

Quan Li

Proceedings of the 30th Conference on Learning Theory, 2017

From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

Fast stochastic optimization on Riemannian manifolds.

[BibT_eX]

[DOI]

Sashank J. Reddi

CoRR, 2016

Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds.

[BibT_eX]

[DOI]

Sashank J. Reddi

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

First-order Methods for Geodesically Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 29th Conference on Learning Theory, 2016

Physics 101: Learning Physical Object Properties from Unlabeled Videos.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Exploiting k-Degree Locality to Improve Overlapping Community Detection.

[BibT_eX]

[DOI]

Michael R. Lyu

Irwin King

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Incorporating Implicit Link Preference Into Overlapping Community Detection.

[BibT_eX]

[DOI]

Irwin King

Michael R. Lyu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

A secure <i>K</i>-automorphism privacy preserving approach with high data utility in social networks.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2014

Learning a generative classifier from label proportions.

[BibT_eX]

[DOI]

Neurocomputing, 2014

2013

Understanding High-Level Semantics by Modeling Traffic Patterns.

[BibT_eX]

[DOI]

Andreas Geiger

Raquel Urtasun

Proceedings of the IEEE International Conference on Computer Vision, 2013

Protecting Sensitive Labels in Weighted Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012

Exploration of artificial neural network to predict morphology of TiO<sub>2</sub> nanotube.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Estimation Based on RBM from Label Proportions in Large Group Case.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

2009

Extended Kernel Self-Organizing Map Clustering Algorithm.

[BibT_eX]

[DOI]

Ning Chen

Proceedings of the Fifth International Conference on Natural Computation, 2009

BOLD Signal Estimation Based on Dual Particle Filter.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2007

Segmentation of fMRI using pulse-coupled neural network with kernel PCA.

[BibT_eX]

[DOI]

Jiexin Pu

Xinhan Huang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

2006

Blind Source Separation with Pattern Expression NMF.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2004

Enhancing the TCP traffic control performance with a proportional and integral rate (PIR) controller.

[BibT_eX]

[DOI]

Jun Cong

Proceedings of IEEE International Conference on Communications, 2004

Global stability of utility-based congestion control with delays.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Rate control over RED with data loss and varying delays.

[BibT_eX]

[DOI]

Jun Cong

Proceedings of the Global Telecommunications Conference, 2003

2001

The distributed robust traffic controller for ATM networks.

[BibT_eX]

[DOI]

Hussein T. Mouftah

Int. J. Commun. Syst., 2001

2000

A hop-by-hop flow controller for a virtual path.

[BibT_eX]

[DOI]

Hussein T. Mouftah

Comput. Networks, 2000

Design of Proportional Congestion Control for High-Speed Networks with Variable Delays.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1997

Design of Robust Congestion Controllers for ATM Networks.

[BibT_eX]

[DOI]