Deep Learning and Regularization Algorithms for Malicious Code Classification. - Haojun Wang; Haixia Long 001; Ailan Wang; Tianyue Liu; Haiyan Fu (IEEE Access, 2021)

IGWO-IVNet3: DL-Based Automatic Diagnosis of Lung Nodules Using an Improved Gray Wolf Optimization and InceptionNet-V3. - Anas Bilal; Muhammad Shafiq 006; Fang Fang; Muhammad Waqar; Inam Ullah 001; Yazeed Yasin Ghadi; Haixia Long 001; Rao Zeng (Sensors, 2022)

PDCNET: Deep Convolutional Neural Network for Classification of Periodontal Disease Using Dental Radiographs. - Anas Bilal; Ali Haider Khan; Khalid Almohammadi; Sami A. Al Ghamdi; Haixia Long 001; Hassaan Malik (IEEE Access, 2024)

BC-QNet: A quantum-infused ELM model for breast cancer diagnosis. - Anas Bilal; Azhar Imran; Xiaowen Liu; Xiling Liu; Zohaib Ahmad; Muhammad Shafiq 006; Ahmed M. El-Sherbeeny; Haixia Long 001 (Comput. Biol. Medicine, 2024)

NIMEQ-SACNet: A novel self-attention precision medicine model for vision-threatening diabetic retinopathy using image data. - Anas Bilal; Xiaowen Liu; Muhammad Shafiq 006; Zohaib Ahmed; Haixia Long 001 (Comput. Biol. Medicine, 2024)

DeepSVDNet: A Deep Learning-Based Approach for Detecting and Classifying Vision-Threatening Diabetic Retinopathy in Retinal Fundus Images. - Anas Bilal; Azhar Imran; Talha Imtiaz Baig; Xiaowen Liu; Haixia Long 001; Abdulkareem Alzahrani; Muhammad Shafiq 006 (Comput. Syst. Sci. Eng., 2024)

Ethereum Phishing Scam Detection Based on Data Augmentation Method and Hybrid Graph Neural Network Model. - Zhen Chen; Sheng-Zheng Liu; Jia Huang; Yu-Han Xiu; Hao Zhang; Haixia Long 001 (Sensors, 2024)

Improved Intrusion Detection Based on Hybrid Deep Learning Models and Federated Learning. - Jia Huang; Zhen Chen; Sheng-Zheng Liu; Hao Zhang; Haixia Long 001 (Sensors, 2024)

A blockchain and A-DCNN integrated framework for privacy protection and intrusion detection of industrial IoT. - Zhen Chen; Jia Huang; Shengzheng Liu; Haixia Long 001 (Computing, 2025)

Quantum computational infusion in extreme learning machines for early multi-cancer detection. - Anas Bilal; Muhammad Shafiq 006; Waeal J. Obidallah; Yousef A. Alduraywish; Haixia Long 001 (J. Big Data, 2025)

ATSF-SFL: Adaptive spatiotemporal feature fusion and split federated learning framework based on rs-fMRI for multi-center brain disease diagnosis. - Xinyue Yu; Yating Li; Zhenhao Chu; Silin Sun; Bo Liu 087; Chunyu Li; Wei Shen; Haixia Long 001 (Biomed. Signal Process. Control., 2026)

Ethereum phishing scam detection via multi-view contrastive learning on higher-Order networks. - Shengzheng Liu; Junping Yang; Xinyue Yu; Zhen Chen; Zixuan Qi; Haixia Long 001; Bo Liu 087 (Expert Syst. Appl., 2026)

MSAGCN: Multi-Scale Adaptive Graph Convolutional Network for Integrative Analysis of Single-Cell Spatial Multi-Omics Data. - Yating Li; Xingmingyue Chen; Junping Yang; Xinyue Yu; Bo Liu 087; Haixia Long 001 (IEEE Trans. Comput. Biol. Bioinform., 2026)

EPSD-HOT: Ethereum Phishing Scam Detection by Higher-Order Topology. - Zhen Chen; Fang Zhou; Bo Liu 087; Haixia Long 001; Linyuan Lü (IEEE Trans. Inf. Forensics Secur., 2026)