| 2025 | AISTATS | Leveraging Frozen Batch Normalization for Co-Training in Source-Free Domain Adaptation. | Xianwen Deng, Yijun Wang, Zhi Xue |
| 2025 | ICICS | Multi-modal Datagram Representation with Spatial-Temporal State Space Models and Inter-flow Contrastive Learning for Encrypted Traffic Classification. | Xianwen Deng, Ruijie Zhao, Mingwei Zhan, Shaoqian Wu, Yijun Wang, Zhi Xue |
| 2025 | SP | Countmamba: A Generalized Website Fingerprinting Attack via Coarse-Grained Representation and Fine-Grained Prediction. | Xianwen Deng, Ruijie Zhao, Yanhao Wang, Mingwei Zhan, Zhi Xue, Yijun Wang |
| 2024 | WWW | AN-Net: an Anti-Noise Network for Anonymous Traffic Classification. | Xianwen Deng, Yijun Wang, Zhi Xue |
| 2024 | TrustCom | CaptchaSAM: Segment Anything in Text-based Captchas. | Yijun Wang, Ziyi Zhou, Weiqi Bai, Ruijie Zhao, Xianwen Deng |
| 2023 | AAAI | Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation. | Ruijie Zhao, Mingwei Zhan, Xianwen Deng, Yanhao Wang, Yijun Wang, Guan Gui, Zhi Xue |
| 2023 | SEKE | SAWD: Structural-Aware Webshell Detection System with Control Flow Graph. | Junmin Zhu, Yizhao Yao, Xianwen Deng, Yaoguang Yong, Yanhao Wang, Libo Chen, Zhi Xue, Ruijie Zhao |
| 2023 | SP | GeeSolver: A Generic, Efficient, and Effortless Solver with Self-Supervised Learning for Breaking Text Captchas. | Ruijie Zhao, Xianwen Deng, Yanhao Wang, Zhicong Yan, Zhengguang Han, Libo Chen, Zhi Xue, Yijun Wang |
| 2022 | IJCAI | 3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas. | Xianwen Deng, Ruijie Zhao, Yanhao Wang, Libo Chen, Yijun Wang, Zhi Xue |
| 2022 | IWQoS | Flow Sequence-Based Anonymity Network Traffic Identification with Residual Graph Convolutional Networks. | Ruijie Zhao, Xianwen Deng, Yanhao Wang, Libo Chen, Ming Liu, Zhi Xue, Yijun Wang |
| 2022 | KDD | MT-FlowFormer: A Semi-Supervised Flow Transformer for Encrypted Traffic Classification. | Ruijie Zhao, Xianwen Deng, Zhicong Yan, Jun Ma, Zhi Xue, Yijun Wang |
| 2021 | TrustCom | A Semi-supervised Deep Learning-Based Solver for Breaking Text-Based CAPTCHAs. | Xianwen Deng, Ruijie Zhao, Zhi Xue, Ming Liu, Libo Chen, Yijun Wang |