Binhang Yuan

According to our database, Binhang Yuan authored at least 12 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning.

Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao

SIGMOD Rec., 2020

Tensor Relational Algebra for Machine Learning System Design.

Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine

CoRR, 2020

Lachesis: Automated Generation of Persistent Partitionings for Big Data Applications.

Jia Zou, Pratik Barhate, Amitabh Das, Arun Iyengar, Binhang Yuan, Dimitrije Jankov, Chris Jermaine

CoRR, 2020

A Federated Learning Framework for Healthcare IoT devices.

Binhang Yuan, Song Ge, Wenhui Xing

CoRR, 2020

2019

Declarative Recursive Computation on an RDBMS.

Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao

Proc. VLDB Endow., 2019

Distributed Learning of Deep Neural Networks using Independent Subnet Training.

Binhang Yuan, Anastasios Kyrillidis, Christopher M. Jermaine

CoRR, 2019

WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection.

Binhang Yuan, Chen Wang, Fei Jiang, Mingsheng Long, Philip S. Yu, Yuan Liu

CoRR, 2019

Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional Neural Networks.

Binhang Yuan, Wenhui Xing

Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019

2018

PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development.

Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Abridging source code.

Binhang Yuan, Vijayaraghavan Murali, Christopher M. Jermaine

Proc. ACM Program. Lang., 2017

2016

Generating a 3D Normative Infant Cranial Model.

Binhang Yuan, Ronald N. Goldman, Eric Wang, Olushola Olorunnipa, David Khechoyan

Proceedings of the International Conference on Computational Science 2016, 2016

2014

Effective Video Retargeting With Jittery Assessment.

Bo Yan, Binhang Yuan, Bo Yang

IEEE Trans. Multim., 2014