| 2026 | IWQoS | Decentralized But Not Immune: Empirical and Formal Security Analysis of Messaging Networks. | Hao Li, Rui Wang, Hongfeng Sun, Zhenxiang Chen, Shanqing Guo |
| 2026 | SECON | Poster: MTNTD-SLM: A Small Language Model for Malicious Traffic Detection Based on Multi-Teacher Debate-Distillation. | Shaolei Liu, Shanshan Wang, Zhenxiang Chen, Wenhui Zhang, Runing Li, Jian Chen |
| 2026 | SECON | AdSeeker: An Agent-Driven Framework for Automated Malicious Ad Detection in Mobile Apps. | Yi Zhang, Shanshan Wang, Zhenxiang Chen, Bo Yang, Zhen Shan, Zhen Wang |
| 2025 | CSCWD | Some Commonly Used Features are Not Reliable: Enhancing Command Identification in Smart Home Wi-Fi Traffic Data. | Pingchuan Ma, Zexiong Xiang, Yiwen Li, Jian Chen, Shanshan Wang, Zhenxiang Chen |
| 2025 | CVPR | MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking. | Haolin Qin, Tingfa Xu, Tianhao Li, Zhenxiang Chen, Tao Feng, Jianan Li |
| 2024 | APWEB | Malicious Attack Detection Method for Recommendation Systems Based on Meta-pseudo Labels and Dynamic Features. | Hui Liu, Ke Ji, Zhenxiang Chen, Kun Ma, Xiaofan Zhao |
| 2024 | CSCWD | Encrypted Malicious Traffic Detection Based on Graph Convolutional Network and Temporal Dissection. | Yuchen Liu, Shanshan Wang, Jin Au-Yeung, Zhenxiang Chen |
| 2024 | ICICS | Secure and Robust Privacy-Preserving Federated Learning For Heterogeneous Resource. | Amina El Garne, Yunan Wei, Yucheng Lin, Shengnan Zhao, Chuan Zhao, Zhenxiang Chen |
| 2024 | ICONIP | BBLMixSTE: Barbell Tokenizer for Autism Spectrum Disorder Video Reconstruction. | Chenyang Liang, Jianwei Gu, Xiaoqing Jiang, Haoyu Liu, Peizhi Sun, Jianbin Zhang, Kaiyun Li, Zhenxiang Chen, Peixin Sun |
| 2024 | ICONIP | LBRFL: Lightweight Privacy-Preserving Federated Learning with Byzantine-Robustness. | Pingzhang Shen, Shengnan Zhao, Jun Xu, Chuan Zhao, Zhenxiang Chen, Shanqing Guo |
| 2024 | ISPA | A Multimodal Fusion Framework for Fake News Detection via Multi-Attention Mechanism. | Yongxin Yu, Yanqiang Li, Ke Ji, Zhenxiang Chen, Kun Ma, Xiaofan Zhao |
| 2024 | PAKDD | MHDF: Multi-source Heterogeneous Data Progressive Fusion for Fake News Detection. | Yongxin Yu, Ke Ji, Yuan Gao, Zhenxiang Chen, Kun Ma, Jun Wu |
| 2023 | APNOMS | CSLog: Anomaly Detection for Syslog Based on Contrastive Self-Supervised Representation Learning. | Shuhao Yan, Shanshan Wang, Zhenxiang Chen, Xiaoqing Jiang, Xueyang Cao |
| 2023 | CCGRID | Overcoming Noisy Labels in Federated Learning Through Local Self-Guiding. | Daokuan Bai, Shanshan Wang, Wenyue Wang, Hua Wang, Chuan Zhao, Peng Yuan, Zhenxiang Chen |
| 2023 | CCGRID | Speaker recognition system of flexible throat microphone using contrastive learning. | Weiliang Zheng, Zhenxiang Chen, Yang Li, Xiaoqing Jiang, Xueyang Cao |
| 2023 | COMPSAC | Decentralized Reinforced Anonymous FLchain: a Secure Federated Learning Architecture for the Medical Industry. | Chenghan Wang, Shanshan Wang, Chuan Zhao, Wenyue Wang, Bin Hu, Youmian Wang, Lin Wang, Zhenxiang Chen |
| 2023 | DSAA | Measurement of Illegal Android Gambling App Ecosystem From Joint Promotion Perspective. | Yadi Han, Shanshan Wang, Yiwen Li, Xueyang Cao, Limei Huang, Zhenxiang Chen |
| 2023 | ICPADS | Exploring Wi-Fi Privacy Disclosure: A Novel Approach to User Identity Prediction Based on Traffic Multi-level Information. | Yiwen Li, Shanshan Wang, Zhenxiang Chen, Xueyang Cao, Yadi Han |
| 2023 | PRICAI | Low-Frequency Aware Unsupervised Detection of Dark Jargon Phrases on Social Platforms. | Limei Huang, Shanshan Wang, Changlin Liu, Xueyang Cao, Yadi Han, Shaolei Liu, Zhenxiang Chen |
| 2023 | TrustCom | Safety or Not? A Comparative Study for Deep Learning Apps on Smartphones. | Jin Au-Yeung, Shanshan Wang, Yuchen Liu, Zhenxiang Chen |
| 2023 | SEC | Practical Single-Round Secure Wildcard Pattern Matching. | Jun Xu, Shengnan Zhao, Chuan Zhao, Zhenxiang Chen, Zhe Liu, Liming Fang |
| 2022 | APWEB | Fake News Detection Based on the Correlation Extension of Multimodal Information. | Yanqiang Li, Ke Ji, Kun Ma, Zhenxiang Chen, Jin Zhou, Jun Wu |
| 2022 | INFOCOM | IoT Botnet Detection framework from Network Behavior based on Extreme Learning Machine. | Nasimul Hasan, Zhenxiang Chen, Chuan Zhao, Yuhui Zhu, Cong Liu |
| 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 | UIC | INSIDER: A framework for assessing confidence in psychological scales based on multi-modal physiological signal fusion. | Youmian Wang, Bin Hu, Zhenxiang Chen, Xiaoqing Jiang, Wenjuan Liu, Peicheng Wang |
| 2021 | APSEC | Landscape of Requirements Engineering for Machine Learning-based AI Systems. | Nobukazu Yoshioka, Jati H. Husen, Hnin Thandar Tun, Zhenxiang Chen, Hironori Washizaki, Yoshiaki Fukazawa |
| 2021 | ICICS | TranFuzz: An Ensemble Black-Box Attack Framework Based on Domain Adaptation and Fuzzing. | Hao Li, Shanqing Guo, Peng Tang, Chengyu Hu, Zhenxiang Chen |
| 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 |
| 2021 | WISE | HACK: A Hierarchical Model for Fake News Detection. | Yanqi Li, Ke Ji, Kun Ma, Zhenxiang Chen, Jun Wu, Yidong Li, Guandong Xu |
| 2021 | WISE | Expert Recommendations with Temporal Dynamics of User Interest in CQA. | Xiaoqi Lv, Ke Ji, Zhenxiang Chen, Kun Ma, Jun Wu, Yidong Li, Guandong Xu |
| 2020 | ISSRE | Automated Tool for Revising Masking MC/DC Test Suite. | Zhenxiang Chen, Hironori Washizaki, Yoshiaki Fukazawa |
| 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 |
| 2020 | WISE | Distributed Differential Evolution for Anonymity-Driven Vertical Fragmentation in Outsourced Data Storage. | Yong-Feng Ge, Jinli Cao, Hua Wang, Yanchun Zhang, Zhenxiang Chen |
| 2019 | HPCC | Stacking-Based Ensemble Learning on Low Dimensional Features for Fake News Detection. | Songqian Li, Kun Ma, Xuewei Niu, Yufeng Wang, Ke Ji, Ziqiang Yu, Zhenxiang Chen |
| 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 | GECCO | Optimizing floating centroids method neural network classifier using dynamic multilayer particle swarm optimization. | Changwei Cai, Shuangrong Liu, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou |
| 2018 | HIS | Improving Nearest Neighbor Partitioning Neural Network Classifier Using Multi-layer Particle Swarm Optimization. | Xuehui Zhu, He Zhang, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen, Ajith Abraham |
| 2018 | ICA3PP | MulAV: Multilevel and Explainable Detection of Android Malware with Data Fusion. | Qun Li, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Kun Ma, Yuliang Shi, Lizhen Cui |
| 2018 | ICA3PP | Adaptive Data Sampling Mechanism for Process Object. | Yongzheng Lin, Hong Liu, Zhenxiang Chen, Kun Zhang, Kun Ma |
| 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 | ISDA | Cluster Center Initialization and Outlier Detection Based on Distance and Density for the K-Means Algorithm. | Qi He, Zhenxiang Chen, Ke Ji, Lin Wang, Kun Ma, Chuan Zhao, Yuliang Shi |
| 2018 | IWQoS | Deep and Broad Learning Based Detection of Android Malware via Network Traffic. | Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lin Wang, Bo Yang, Mauro Conti |
| 2018 | SecureComm | Lexical Mining of Malicious URLs for Classifying Android Malware. | Shanshan Wang, Qiben Yan, Zhenxiang Chen, Lin Wang, Riccardo Spolaor, Bo Yang, Mauro Conti |
| 2017 | INFOCOM | TextDroid: Semantics-based detection of mobile malware using network flows. | Shanshan Wang, Qiben Yan, Zhenxiang Chen, Bo Yang, Chuan Zhao, Mauro Conti |
| 2016 | HIS | Improving Particle Swarm Optimization Using Co-Optimization of Particles and Acceleration Constants. | Lin Wang, Bo Yang, Zhenxiang Chen |
| 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 |
| 2016 | SecureComm | DroidClassifier: Efficient Adaptive Mining of Application-Layer Header for Classifying Android Malware. | Zhiqiang Li, Lichao Sun, Qiben Yan, Witawas Srisa-an, Zhenxiang Chen |
| 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 | ICA3PP | Reconstruction of Android Applications' Network Behavior Based on Application Layer Traffic. | Qun Li, Lei Zhang, Shifeng Hou, Zhenxiang Chen, Hongbo Han |
| 2015 | ICA3PP | Android Malware Network Behavior Analysis at HTTP Protocol Packet Level. | Shanshan Wang, Shifeng Hou, Lei Zhang, Zhenxiang Chen, Hongbo Han |
| 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 |
| 2012 | ICNC | Hybrid flexible neural tree for exchange rates forecasting. | Lei Zhang, Yuehui Chen, Zhenxiang Chen |
| 2010 | ICNC | Traffic classification using probabilistic neural networks. | Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing |
| 2007 | ICNC | A FDRS-Based Data Classification Method Used for Abnormal Network Intrusion Detection. | Zhenxiang Chen, Haiyang Wang, Bo Yang, Lin Wang, Runyuan Sun |
| 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 | ISDA | A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree. | Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen |
| 1999 | IJCNN | Pattern grouping strategy makes BP algorithm less sensitive to learning rate. | Yingyang Lu, Shenchu Xu, Boxi Wu, Zhenxiang Chen |
| 1999 | IJCNN | The animal tests of chaotic signal therapy for epilepsy (CSTE). | Shenchu Xu, Zhenxiang Chen, Jinshui Zhong, Boxi Wu, Guoqiang Gao, Hang Xiao, Jianping Wu, Yun Shi, Jian Chen, Xiaofan Yang |