Zhong Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Saliency Detection

Cost Sensitive Learning

Top Venues

Publications

Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
Cost-sensitive sparse group online learning for imbalanced data streams. Mach. Learn. 113 (7) (2024)
Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng
Defense Against Adversarial Attacks for Neural Representations of Text. HICSS (2024)
Di Wu, Wu Sun, Yi He, Zhong Chen, Xin Luo
MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug-Drug Interaction Prediction. AAAI (2024)
Zhong Chen, Yi He, Di Wu, Huixin Zhan, Victor S. Sheng, Kun Zhang
Robust Sparse Online Learning for Data Streams with Streaming Features. SDM (2024)
Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng
Simplex2vec Backward: From Vectors Back to Simplicial Complex. CIKM (2023)
Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection. Knowl. Inf. Syst. 65 (1) (2023)
Huixin Zhan, Liyuan Gao, Kun Zhang, Zhong Chen, Victor S. Sheng
Defending the Graph Reconstruction Attacks for Simplicial Neural Networks. DSAA (2023)
Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
Proximal Cost-sensitive Sparse Group Online Learning. Big Data (2022)
Zhong Chen, You Lu, Bo Cao, Wensheng Zhang, Andrea Edwards, Kun Zhang
Driver gene detection through Bayesian network integration of mutation and expression profiles. Bioinform. 38 (10) (2022)
Zhong Chen, Wensheng Zhang, Hong-Wen Deng, Kun Zhang
Effective Cancer Subtype and Stage Prediction via Dropfeature-DNNs. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
Projection Dual Averaging Based Second-order Online Learning. ICDM (2022)
Zhong Chen, Zhide Fang, Victor S. Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
Adaptive robust local online density estimation for streaming data. Int. J. Mach. Learn. Cybern. 12 (6) (2021)
Zhong Chen, Bo Cao, Andrea Edwards, Hongwen Deng, Kun Zhang
A deep imputation and inference framework for estimating personalized and race-specific causal effects of genomic alterations on PSA. J. Bioinform. Comput. Biol. 19 (4) (2021)
Zhong Chen, Zhide Fang, Victor S. Sheng, Andrea Edwards, Kun Zhang
CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data. ICBK (2021)
Zhong Chen, Andrea Edwards, Kun Zhang
Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction. BCB (2020)
Zhong Chen, Andrea Edwards, Yongsheng Gao, Kun Zhang
Learning discriminative subregions and pattern orders for facial gender classification. Image Vis. Comput. 89 (2019)
Zhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
Online Density Estimation over Streaming Data: A Local Adaptive Solution. IEEE BigData (2018)
Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang
CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. SDM (2017)
Ruiling Zhang, Shengwu Xiong, Zhong Chen
Construction method of concept lattice based on improved variable precision rough set. Neurocomputing 188 (2016)
Ruiling Zhang, Shengwu Xiong, Zhong Chen
An Ontology-Based Approach for Measuring Semantic Similarity Between Words. ICIC (3) (2015)
Zhong Chen, Shengwu Xiong, Qingzhou Mao, Zhixiang Fang, Xiaohan Yu
An Improved Saliency Detection Approach for Flying Apsaras in the Dunhuang Grotto Murals, China. Adv. Multim. 2015 (2015)
Zhong Chen, Shengwu Xiong, Zhixiang Fang, Qingquan Li, Baolin Wang, Qin Zou
A kernel support vector machine-based feature selection approach for recognizing Flying Apsaras' streamers in the Dunhuang Grotto Murals, China. Pattern Recognit. Lett. 49 (2014)
Jialiang Kou, Shengwu Xiong, Zhixiang Fang, Xinlu Zong, Zhong Chen
Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO. Comput. Intell. Neurosci. 2013 (2013)