DrugE-Rank: improving drug-target interaction prediction of new candidate drugs or targets by ensemble learning to rank. - Qingjun Yuan; Junning Gao; Dongliang Wu; Shihua Zhang; Hiroshi Mamitsuka; Shanfeng Zhu (Bioinform., 2016)

Make It Directly: Event Extraction Based on Tree-LSTM and Bi-GRU. - Wentao Yu; Mianzhu Yi; Xiaohui Huang; Xiaoyu Yi 001; Qingjun Yuan (IEEE Access, 2020)

Correlation Power Analysis and Protected Implementation on Block Cipher RainDrop. - Zhixuan Gao; Shuang Wang; Yaoling Ding; An Wang 001; Qingjun Yuan (FCS, 2021)

Information Security Field Event Detection Technology Based on SAtt-LSTM. - Wentao Yu; Xiaohui Huang; Qingjun Yuan; Mianzhu Yi; Sen An; Xiang Li (Secur. Commun. Networks, 2021)

DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection. - Jia Hu; Weina Niu; Qingjun Yuan; Lingfeng Yao; Junpeng He; Yanfeng Zhang; Xiaosong Zhang 001 (ICDF2C (1), 2023)

BoAu: Malicious traffic detection with noise labels based on boundary augmentation. - Qingjun Yuan; Chang Liu 049; Wentao Yu; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang; Gaopeng Gou (Comput. Secur., 2023)

Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data. - Lingfeng Yao; Anran Hou; Weina Niu; Qingjun Yuan; Junpeng He; Yanfeng Zhang (CSCWD, 2024)

A Robust Malicious Traffic Detection Framework with Low-quality Labeled Data. - Lingfeng Yao; Weina Niu; Qingjun Yuan; Beibei Li 002; Yanfeng Zhang; Xiaosong Zhang 001 (ICC, 2024)

ULDC: Unsupervised Learning-Based Data Cleaning for Malicious Traffic With High Noise. - Qingjun Yuan; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang; Wentao Yu; Bin Luo 001; Gaopeng Gou (Comput. J., 2024)

Combine intra- and inter-flow: A multimodal encrypted traffic classification model driven by diverse features. - Xiangbin Wang; Qingjun Yuan; Yongjuan Wang; Gaopeng Gou; Chunxiang Gu; Gang Yu; Gang Xiong 001 (Comput. Networks, 2024)

Screening Least Square Technique Assisted Multivariate Template Attack Against the Random Polynomial Generation of Dilithium. - Haopeng Fan; Hailong Zhang 001; Yongjuan Wang; Wenhao Wang 001; Yanbei Zhu; Haojin Zhang; Qingjun Yuan (IEEE Trans. Inf. Forensics Secur., 2024)

MCRe: A Unified Framework for Handling Malicious Traffic With Noise Labels Based on Multidimensional Constraint Representation. - Qingjun Yuan; Gaopeng Gou; Yanbei Zhu; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang (IEEE Trans. Inf. Forensics Secur., 2024)

MMCo: using multimodal deep learning to detect malicious traffic with noisy labels. - Qingjun Yuan; Gaopeng Gou; Yuefei Zhu; Yongjuan Wang (Frontiers Comput. Sci., 2024)

Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency. - Qingjun Yuan; Weina Niu; Yongjuan Wang; Gaopeng Gou; Bin Lu (IEEE Netw. Lett., 2024)

AECR: Automatic attack technique intelligence extraction based on fine-tuned large language model. - Minghao Chen; Kaijie Zhu; Bin Lu; Ding Li; Qingjun Yuan; Yuefei Zhu (Comput. Secur., 2025)

Adaptive header identification and unsupervised clustering strategy for enhanced protocol reverse engineering. - Mingliang Zhu; Chunxiang Gu; Xieli Zhang; Qingjun Yuan; Mengcheng Ju; Guanping Zhang; Xi Chen 045 (Expert Syst. Appl., 2025)

Beyond known threats: A novel strategy for isolating and detecting unknown malicious traffic. - Qianwei Meng; Qingjun Yuan; Xiangbin Wang; Yongjuan Wang; Guangsong Li; Yanbei Zhu; Siqi Lu (J. Inf. Secur. Appl., 2025)

Multivariate Template Attack Against NTT-Based Polynomial Multiplication of Dilithium. - Haopeng Fan; Hailong Zhang 001; Yongjuan Wang; Wenhao Wang 001; Haojin Zhang; Qingjun Yuan (IEEE Trans. Inf. Forensics Secur., 2025)

IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships. - Qianwei Meng; Qingjun Yuan; Weina Niu; Yongjuan Wang; Siqi Lu; Guangsong Li; Xiangbin Wang; Wenqi He (IEEE Trans. Netw. Serv. Manag., 2025)

Entropy-regulated cross-modal generative fusion for multimodal network intrusion detection. - Xiangbin Wang; Qingjun Yuan; Wentao Yu; Qianwei Meng; Siqi Lu; Wenqi He; Chunxiang Gu; Yongjuan Wang (Inf. Fusion, 2026)