| 2026 | INFOCOM | HF-Transformer: A Non-Pretrained Encrypted Network Traffic Classification Model Based on Packet Header Fields. | Zhenzhen Yan, Lizhi Peng, Peiqiang Liu, Yingshuo Bao, Bo Yang |
| 2025 | IJCNN | Semi-GD: Graph-Level Consistency Regularization and Dynamic Threshold Boosted Semi-Supervised Learning. | Ruixue Wang, Lizhi Peng, ShengBao Li, Kun Zhao, Huawei Yang |
| 2025 | IJCNN | SCANet: Multi-Channel Representation with Synthesis Convolution and Composite Attention for Malicious Network Traffic Detection. | Qingsheng Yang, Lizhi Peng, Kun Zhao, Jianjun Dong |
| 2023 | ADMA | An Early Stage Identification of Cryptomining Behavior with DNS Requests. | Hui Li, Yihang Hao, Mengda Lyu, Xiaojie Yu, Bo Yang, Lizhi Peng |
| 2023 | ADMA | A Novel Adaptive Distribution Distance-Based Feature Selection Method for Video Traffic Identification. | Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng |
| 2023 | ICPADS | D-CoA: Probability Density-based Confidence Assignment Semi-Supervised Clustering Ensemble. | Yaqi Li, Lizhi Peng, Yihang Hao, Hui Li, Xiang Chen, Bo Yang |
| 2023 | ICPADS | Sketch-based Real-time Intrusion Detection Framework for Industrial Internet of Things. | Mengda Lyu, Lizhi Peng, Hui Li, Bo Yang, Xiang Chen |
| 2023 | KSEM | Live-Stream Identification Based on Reasoning Network with Core Traffic Set. | Yingshuo Bao, Shuaili Liu, Zhongfeng Qu, Lizhi Peng |
| 2022 | IPCCC | Video traffic identification with a distribution distance-based feature selection. | Shuaili Liu, Licheng Zhang, Peifa Sun, Yingshuo Bao, Lizhi Peng |
| 2022 | ISPA | SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT. | Wenyue Wang, Shanshan Wang, Daokuan Bai, Chuan Zhao, Lizhi Peng, Zhenxiang Chen |
| 2022 | PAKDD | Rule-Based Collaborative Learning with Heterogeneous Local Learning Models. | Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng |
| 2021 | HPCC | A Novel Feature Method for Fast Extraction of Mining Traffic. | Peifa Sun, Lizhi Peng, Bo Yang, Shuaili Liu |
| 2021 | ICPADS | IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles. | Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang, Qiben Yan, Lizhi Peng, Chuan Zhao |
| 2021 | TrustCom | AndroCreme: Unseen Android Malware Detection Based on Inductive Conformal Learning. | Gang Zhang, Hao Li, Zhenxiang Chen, Lizhi Peng, Yuhui Zhu, Chuan Zhao |
| 2020 | IWQoS | Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update. | Anli Yan, Zhenxiang Chen, Riccardo Spolaor, Shuaishuai Tan, Chuan Zhao, Lizhi Peng, Bo Yang |
| 2019 | ISDA | A Prognosis Method for Esophageal Squamous Cell Carcinoma Based on CT Image and Three-Dimensional Convolutional Neural Networks. | Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng, Baosheng Li, Jian Zhu, Ajith Abraham |
| 2019 | TrustCom | A Signature-Based Assistant Random Oversampling Method for Malware Detection. | Ying Pang, Zhenxiang Chen, Lizhi Peng, Kun Ma, Chuan Zhao, Ke Ji |
| 2018 | ICA3PP | A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic. | Anran Liu, Zhenxiang Chen, Shanshan Wang, Lizhi Peng, Chuan Zhao, Yuliang Shi |
| 2018 | ICA3PP | Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features. | Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen |
| 2018 | PAKDD | An Improved PBIL Algorithm for Optimal Coalition Structure Generation of Smart Grids. | Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis, Lizhi Peng |
| 2017 | ICONIP | Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids. | Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Lizhi Peng, Martin K. Purvis, Maryam Purvis |
| 2016 | DASC | Early Stage Internet Traffic Identification Using Data Gravitation Based Classification. | Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou |
| 2016 | ICNC | An under-sampling imbalanced learning of data gravitation based classification. | Lizhi Peng, Bo Yang, Yuehui Chen, Xiaoqing Zhou |
| 2016 | IWQoS | TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic. | Shanshan Wang, Zhenxiang Chen, Lei Zhang, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia |
| 2016 | TrustCom | DroidCollector: A High Performance Framework for High Quality Android Traffic Collection. | Dong Cao, Shanshan Wang, Qun Li, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Bo Yang |
| 2015 | ICA3PP | A Real-time Android Malware Detection System Based on Network Traffic Analysis. | Hongbo Han, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Lei Zhang |
| 2015 | TrustCom | A First Look at Android Malware Traffic in First Few Minutes. | Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang, Jin Li |
| 2014 | ICA3PP | Feature Selection Toward Optimizing Internet Traffic Behavior Identification. | Zhenxiang Chen, Lizhi Peng, Shupeng Zhao, Lei Zhang, Shan Jing |
| 2014 | ICA3PP | Feature Evaluation for Early Stage Internet Traffic Identification. | Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen |
| 2010 | ICNC | Traffic classification using probabilistic neural networks. | Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing |
| 2010 | IWQoS | Traffic identification using flexible neural trees. | Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen, Mahmoud T. Qassrawi, Gang Lu |
| 2007 | IWINAC | A Novel Improvement of Neural Network Classification Using Further Division of Partition Space. | Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, Lizhi Peng |
| 2006 | ICONIP | A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection. | Bo Yang, Lizhi Peng, Yuehui Chen, Hanxing Liu, Runzhang Yuan |
| 2006 | IDEAL | Gene Expression Profiling Using Flexible Neural Trees. | Yuehui Chen, Lizhi Peng, Ajith Abraham |
| 2006 | ISDA | A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree. | Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen |
| 2006 | ISNN | Hierarchical Radial Basis Function Neural Networks for Classification Problems. | Yuehui Chen, Lizhi Peng, Ajith Abraham |
| 2006 | ISNN | Exchange Rate Forecasting Using Flexible Neural Trees. | Yuehui Chen, Lizhi Peng, Ajith Abraham |
| 2006 | KES | Stock Index Modeling Using Hierarchical Radial Basis Function Networks. | Yuehui Chen, Lizhi Peng, Ajith Abraham |