Multistream regression with asynchronous concept drift detection. - Bo Dong; Yifan Li 003; Yang Gao 027; Ahsanul Haque; Latifur Khan; Mohammad M. Masud 001 (IEEE BigData, 2017)

Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics. - Yang Gao 027; Swarup Chandra; Zhuoyi Wang; Latifur Khan (CoRR, 2018)

Multistream Classification with Relative Density Ratio Estimation. - Bo Dong; Yang Gao 027; Swarup Chandra; Latifur Khan (AAAI, 2019)

Improving intrusion detectors by crook-sourcing. - Frederico Araujo; Gbadebo Ayoade; Khaled Al-Naami; Yang Gao 027; Kevin W. Hamlen; Latifur Khan (ACSAC, 2019)

Regression Prediction For Geolocation Aware Through Relative Density Ratio Estimation. - Bo Dong; Jinghui Guo; Zhuoyi Wang; Rong Wu; Yang Gao 027; Latifur Khan (IEEE BigData, 2019)

SIM: Open-World Multi-Task Stream Classifier with Integral Similarity Metrics. - Yang Gao 027; Yi-Fan Li 003; Bo Dong; Yu Lin 002; Latifur Khan (IEEE BigData, 2019)

Towards Self-Adaptive Metric Learning On the Fly. - Yang Gao 027; Yifan Li 003; Swarup Chandra; Latifur Khan; Bhavani Thuraisingham (WWW, 2019)

Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space. - Yi-Fan Li 003; Yang Gao 027; Gbadebo Ayoade; Hemeng Tao; Latifur Khan; Bhavani Thuraisingham (WWW, 2019)

A Simple, Effective and Extendible Approach to Deep Multi-task Learning. - Yang Gao 027; Yi-Fan Li 003; Yu Lin 002; Hemeng Tao; Latifur Khan (IEEE BigData, 2020)

Evolving Advanced Persistent Threat Detection using Provenance Graph and Metric Learning. - Gbadebo Ayoade; Khandakar Ashrafi Akbar; Pracheta Sahoo; Yang Gao 027; Anmol Agarwal; Kangkook Jee; Latifur Khan; Anoop Singhal (CNS, 2020)

SetConv: A New Approach for Learning from Imbalanced Data. - Yang Gao 027; Yi-Fan Li 003; Yu Lin 002; Charu C. Aggarwal; Latifur Khan (EMNLP (1), 2020)

Automating Cyberdeception Evaluation with Deep Learning. - Gbadebo Ayoade; Frederico Araujo; Khaled Al-Naami; Ahmad M. Mustafa 001; Yang Gao 027; Kevin W. Hamlen; Latifur Khan (HICSS, 2020)

Adaptive Multi-Region Network For Medical Image Analysis. - Hemeng Tao; Zhuoyi Wang; Yang Gao 027; Yigong Wang; Latifur Khan (ICIP, 2020)

Prediction of Plantar Shear Stress Distribution by Conditional GAN with Attention Mechanism. - Jinghui Guo; Ali Ersen; Yang Gao 027; Yu Lin 002; Latifur Khan; Metin Yavuz (MICCAI (2), 2020)

Deep Learning on Knowledge Graph for Recommender System: A Survey. - Yang Gao 027; Yi-Fan Li 003; Yu Lin 002; Hang Gao; Latifur Khan (CoRR, 2020)

Single View Point Cloud Generation via Unified 3D Prototype. - Yu Lin 002; Yigong Wang; Yi-Fan Li 003; Zhuoyi Wang; Yang Gao 027; Latifur Khan (AAAI, 2021)

Cross-Domain Sentiment Classification with Attention-Assisted GAN. - Yi-Fan Li 003; Yu Lin 002; Yang Gao 027; Latifur Khan (CogMI, 2021)

An Episodic Learning based Geolocation Detection Framework for Imbalanced Data. - Hemeng Tao; Yang Gao 027; Zhuoyi Wang; Latifur Khan; Bhavani Thuraisingham (IJCNN, 2021)

Generating Point Cloud from Single Image in The Few Shot Scenario. - Yu Lin 002; Jinghui Guo; Yang Gao 027; Yi-Fan Li 003; Zhuoyi Wang; Latifur Khan (ACM Multimedia, 2021)

Attention-Based Spatial Guidance for Image-to-Image Translation. - Yu Lin 002; Yigong Wang; Yifan Li 003; Yang Gao 027; Zhuoyi Wang; Latifur Khan (WACV, 2021)

Crook-sourced intrusion detection as a service. - Frederico Araujo; Gbadebo Ayoade; Khaled Al-Naami; Yang Gao 027; Kevin W. Hamlen; Latifur Khan (J. Inf. Secur. Appl., 2021)

Unified Spatio-Temporal Graph Neural Networks: Data-Driven Modeling for Social Science. - Yifan Li 003; Yu Lin 002; Yang Gao 027; Latifur Khan (IJCNN, 2022)

SACCOS: A Semi-Supervised Framework for Emerging Class Detection and Concept Drift Adaption Over Data Streams. - Yang Gao 027; Swarup Chandra; Yifan Li 003; Latifur Khan; Bhavani Thuraisingham (IEEE Trans. Knowl. Data Eng., 2022)

Advanced Persistent Threat Detection Using Data Provenance and Metric Learning. - Khandakar Ashrafi Akbar; Yigong Wang; Gbadebo Ayoade; Yang Gao 027; Anoop Singhal; Latifur Khan; Bhavani Thuraisingham; Kangkook Jee (IEEE Trans. Dependable Secur. Comput., 2023)

Heterogeneous Domain Adaptation for Multistream Classification on Cyber Threat Data. - Yi-Fan Li 003; Yang Gao 027; Gbadebo Ayoade; Latifur Khan; Anoop Singhal; Bhavani Thuraisingham (IEEE Trans. Dependable Secur. Comput., 2024)