Jiangwen Sun

Orcid: 0009-0000-8905-7553

According to our database1, Jiangwen Sun authored at least 27 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification.
CoRR, 2024

2023
An Approach to Developing Benchmark Datasets for Protein Secondary Structure Segmentation from Cryo-EM Density Maps.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
LASSO Logic Engine: harnessing the logic parsing capabilities of the LASSO algorithm for longitudinal feature learning.
Proceedings of the IEEE International Conference on Big Data, 2022

Highly Scalable Task Grouping for Deep Multi-Task Learning in Prediction of Epigenetic Events.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

The Combined Focal Cross Entropy and Dice Loss Function for Segmentation of Protein Secondary Structures from Cryo-EM 3D Density maps.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Multi-view spectral graph convolution with consistent edge attention for molecular modeling.
Neurocomputing, 2021

A Tool for Segmentation of Secondary Structures in 3D Cryo-EM Density Map Components Using Deep Convolutional Neural Networks.
Frontiers Bioinform., 2021

2019
Multi-view cluster analysis with incomplete data to understand treatment effects.
Inf. Sci., 2019

2017
VIGAN: Missing view imputation with generative adversarial networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Collaborative phenotype inference from comorbid substance use disorders and genotypes.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Multiplicative Multitask Feature Learning.
J. Mach. Learn. Res., 2016

A cross-species bi-clustering approach to identifying conserved co-regulated genes.
Bioinform., 2016

A Sparse Interactive Model for Matrix Completion with Side Information.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Quantifying feed efficiency of dairy cattle for genome-wide association analysis.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Multiview Comodeling to Improve Subtyping and Genetic Association of Complex Diseases.
IEEE J. Biomed. Health Informatics, 2014

On Multiplicative Multitask Feature Learning.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Identifying heritable composite traits from multivariate phenotypes and genome-wide SNPs.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A sparse integrative cluster analysis for understanding soybean phenotypes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
A machine learning approach to college drinking prediction and risk factor identification.
ACM Trans. Intell. Syst. Technol., 2013

Quadratic optimization to identify highly heritable quantitative traits from complex phenotypic features.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Multi-view biclustering for genotype-phenotype association studies of complex diseases.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
A multi-objective program for quantitative subtyping of clinically relevant phenotypes.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2007
A Double Layer Bayesian Classifier.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

GAB: Graph Augmented Bayes Classifier.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Identifying and Correcting Mislabeled Training Instances.
Proceedings of the Future Generation Communication and Networking, 2007


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