Jiangwen Sun

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 16

Top Topics

Secondary Structure

Multitask Learning

Association Analysis

Top Venues

Publications

Mohammad Shiri, Monalika Padma Reddy, Jiangwen Sun
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification. CoRR (2024)
Thu Nguyen, Yongcheng Mu, Jiangwen Sun, Jing He
An Approach to Developing Benchmark Datasets for Protein Secondary Structure Segmentation from Cryo-EM Density Maps. BCB (2023)
Mohammad Shiri, Jiangwen Sun
Highly Scalable Task Grouping for Deep Multi-Task Learning in Prediction of Epigenetic Events. CoRR (2022)
Mohammad Shiri, Jiangwen Sun
Highly Scalable Task Grouping for Deep Multi-Task Learning in Prediction of Epigenetic Events. BIBM (2022)
Jason Orender, Mohammad Zubair, Jiangwen Sun
LASSO Logic Engine: harnessing the logic parsing capabilities of the LASSO algorithm for longitudinal feature learning. Big Data (2022)
Yongcheng Mu, Jiangwen Sun, Jing He
The Combined Focal Cross Entropy and Dice Loss Function for Segmentation of Protein Secondary Structures from Cryo-EM 3D Density maps. BIBM (2022)
Yongcheng Mu, Salim Sazzed, Maytha Alshammari, Jiangwen Sun, Jing He
A Tool for Segmentation of Secondary Structures in 3D Cryo-EM Density Map Components Using Deep Convolutional Neural Networks. Frontiers Bioinform. 1 (2021)
Chao Shang, Qinqing Liu, Qianqian Tong, Jiangwen Sun, Minghu Song, Jinbo Bi
Multi-view spectral graph convolution with consistent edge attention for molecular modeling. Neurocomputing 445 (2021)
Guoqing Chao, Jiangwen Sun, Jin Lu, An-Li Wang, Daniel D. Langleben, Chiang-shan Ray Li, Jinbo Bi
Multi-view cluster analysis with incomplete data to understand treatment effects. Inf. Sci. 494 (2019)
Chao Shang, Aaron Palmer, Jiangwen Sun, Ko-Shin Chen, Jin Lu, Jinbo Bi
VIGAN: Missing View Imputation with Generative Adversarial Networks. CoRR (2017)
Jin Lu, Jiangwen Sun, Xinyu Wang, Henry R. Kranzler, Joel Gelernter, Jinbo Bi
Collaborative phenotype inference from comorbid substance use disorders and genotypes. BIBM (2017)
Chao Shang, Aaron Palmer, Jiangwen Sun, Ko-Shin Chen, Jin Lu, Jinbo Bi
VIGAN: Missing view imputation with generative adversarial networks. IEEE BigData (2017)
Jin Lu, Guannan Liang, Jiangwen Sun, Jinbo Bi
A Sparse Interactive Model for Matrix Completion with Side Information. NIPS (2016)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun, Minghu Song
Multiplicative Multitask Feature Learning. J. Mach. Learn. Res. 17 (2016)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun
On Multiplicative Multitask Feature Learning. CoRR (2016)
Jiangwen Sun, Zongliang Jiang, Xiuchun Tian, Jinbo Bi
A cross-species bi-clustering approach to identifying conserved co-regulated genes. Bioinform. 32 (12) (2016)
Jiangwen Sun, Jin Lu, Tingyang Xu, Jinbo Bi
Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization. ICML (2015)
Tingyang Xu, Jiangwen Sun, Jinbo Bi
Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction. KDD (2015)
Tingyang Xu, Jiangwen Sun, Erin E. Connor, Jinbo Bi
Quantifying feed efficiency of dairy cattle for genome-wide association analysis. BIBM (2015)
Jiangwen Sun, Jinbo Bi, Henry R. Kranzler
Multiview Comodeling to Improve Subtyping and Genetic Association of Complex Diseases. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun
On Multiplicative Multitask Feature Learning. NIPS (2014)
Jinbo Bi, Jiangwen Sun, Tingyang Xu, Jin Lu, Yansong Ma, Lijuan Qiu
A sparse integrative cluster analysis for understanding soybean phenotypes. BIBM (2014)
Jiangwen Sun, Jinbo Bi, Henry R. Kranzler
Identifying heritable composite traits from multivariate phenotypes and genome-wide SNPs. BIBM (2014)
Jinbo Bi, Jiangwen Sun, Yu Wu, Howard Tennen, Stephen Armeli
A machine learning approach to college drinking prediction and risk factor identification. ACM Trans. Intell. Syst. Technol. 4 (4) (2013)
Jiangwen Sun, Jinbo Bi, Henry R. Kranzler
Multi-view biclustering for genotype-phenotype association studies of complex diseases. BIBM (2013)
Jiangwen Sun, Jinbo Bi, Henry R. Kranzler
Quadratic optimization to identify highly heritable quantitative traits from complex phenotypic features. KDD (2013)
Jiangwen Sun, Jinbo Bi, Henry R. Kranzler
A multi-objective program for quantitative subtyping of clinically relevant phenotypes. BIBM (2012)
Congxin Jiao, Jiangwen Sun, Chong-Jun Wang, Manwu Xu
GAB: Graph Augmented Bayes Classifier. FSKD (1) (2007)
Jiangwen Sun, Chong-Jun Wang, Shifu Chen
A Double Layer Bayesian Classifier. FSKD (1) (2007)
Jiangwen Sun, Feng-ying Zhao, Chong-Jun Wang, Shifu Chen
Identifying and Correcting Mislabeled Training Instances. FGCN (1) (2007)