| 2026 | AAAI | PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery. | Ju Jia, Jiansen Song, Jingxuan Yu, Jiabao Guo, Xiaoshuang Jia, Di Wu, Yali Yuan, Guang Cheng |
| 2026 | AAAI | MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation. | Jingxuan Yu, Ju Jia, Simeng Qin, Xiaojun Jia, Siqi Ma, Yihao Huang, Yali Yuan, Guang Cheng |
| 2025 | TrustCom | CoDA: Cross-Domain Few-Shot Website Fingerprinting via Contrastive Prototype Alignment. | Yongxin Li, Yuwei Xu, Xinhe Fan, Yujie Hou, Yali Yuan, Qiao Xiang, Guang Cheng |
| 2024 | ACISP | ProfistMAC: A Protocol Finite State Machine Classifier via Graph Representation. | Yali Yuan, Yichao Wang, Guang Cheng |
| 2024 | ICASSP | Improve Deep Forest with Learnable Layerwise Augmentation Policy Schedules. | Hongyu Zhu, Sichu Liang, Wentao Hu, Fang-Qi Li, Yali Yuan, Shi-Lin Wang, Guang Cheng |
| 2024 | ICICS | TorHunter: A Lightweight Method for Efficient Identification of Obfuscated Tor Traffic Through Unsupervised Pre-training. | Yuwei Xu, Zhengxin Xu, Jie Cao, Rongrong Wang, Yali Yuan, Guang Cheng |
| 2024 | TrustCom | M-ETC: Improving Multi-Task Encrypted Traffic Classification by Reducing Inter-Task Interference. | Yuwei Xu, Xiaotian Fang, Zhengxin Xu, Kehui Song, Yali Yuan, Guang Cheng |
| 2024 | TrustCom | TriViewNet: Achieve Accurate Tor Hidden Service Classification by Multi-View Feature Extraction and Fusion. | Yuwei Xu, Jiangfeng Li, Yujie Hou, Xinxu Huang, Yali Yuan, Guang Cheng |
| 2023 | ICICS | Zoomer: A Website Fingerprinting Attack Against Tor Hidden Services. | Yuwei Xu, Lei Wang, Jiangfeng Li, Kehui Song, Yali Yuan |
| 2022 | INFOCOM | VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments. | Yali Yuan, Weijun Wang, Yuhan Wang, Sripriya Srikant Adhatarao, Bangbang Ren, Kai Zheng, Xiaoming Fu |
| 2020 | INFOCOM | ADA: Adaptive Deep Log Anomaly Detector. | Yali Yuan, Sripriya Srikant Adhatarao, Mingkai Lin, Yachao Yuan, Zheli Liu, Xiaoming Fu |
| 2019 | SIGCOMM | Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks. | Yali Yuan, Chencheng Liang, Megumi Kaneko, Lingjun Pu, Xiaoming Fu |
| 2017 | ISCC | Two Layers Multi-class Detection method for network Intrusion Detection System. | Yali Yuan, Liuwei Huo, Dieter Hogrefe |
| 2016 | LCN | Tri-MCL: Synergistic Localization for Mobile Ad-Hoc and Wireless Sensor Networks. | Arne Bochem, Yali Yuan, Dieter Hogrefe |
| 2016 | MSWIM | A Novel Semi-Supervised Adaboost Technique for Network Anomaly Detection. | Yali Yuan, Georgios Kaklamanos, Dieter Hogrefe |