| 2024 | IJCNN | AppFineGraph: Hierarchical Mobile Encrypted Traffic Classification at Multi-Granularities via a Branch Graph Neural Network. | ShengBao Li, Zhuohang Lv, Tianning Zang, Lanqi Yang, Qian Qiang |
| 2024 | WCNC | FineNet: Few-Shot Mobile Encrypted Traffic Classification via a Deep Triplet Learning Network Based on Transformer. | ShengBao Li, Qian Qiang, Tianning Zang, Lanqi Yang, Tianye Gao |
| 2023 | TrustCom | Topology construction method of anti-tracking network based on cross-domain decentralized gravity model. | Zhefeng Nan, Qian Qiang, Tianning Zang, Changbo Tian, Shuyuan Zhao, Shuhe Liu |
| 2022 | SecureComm | Cost-Effective Malware Classification Based on Deep Active Learning. | Qian Qiang, Yige Chen, Yang Hu, Tianning Zang, Mian Cheng, Quanbo Pan, Yu Ding, Zisen Qi |
| 2021 | TrustCom | MALUP: A Malware Classification Framework using Convolutional Neural Network with Deep Unsupervised Pre-training. | Qian Qiang, Mian Cheng, Yuan Zhou, Yu Ding, Zisen Qi |
| 2020 | TrustCom | Malware Classification on Imbalanced Data through Self-Attention. | Yu Ding, Shupeng Wang, Jian Xing, Xiaoyu Zhang, ZiSen Oi, Ge Fu, Qian Qiang, Haoliang Sun, Jianyu Zhang |
| 2018 | TrustCom | Detecting Domain Generation Algorithms with Convolutional Neural Language Models. | Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu |