| 2026 | SIGCOMM | Explaining Network Configurations Under Failures via Localized Subspecifications. | Yaxuan Lin, Yongzheng Zhang, Haoxian Chen |
| 2026 | SIGCOMM | Explainable Network Verification via Localized Subspecification. | Yongzheng Zhang, Yaxuan Lin, Haoxian Chen, Ruize Ma, Amirmohammad Nazari, Mukund Raghothaman, Peng Zhang |
| 2024 | HOTNETS | Localized Explanations for Automatically Synthesized Network Configurations. | Amirmohammad Nazari, Yongzheng Zhang, Mukund Raghothaman, Haoxian Chen |
| 2023 | SECON | Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. | Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang |
| 2022 | HPCC | MateGraph: Toward Mobile Malware Detection Through Traffic Behavior Graph. | Ruihai Ge, Yongzheng Zhang, Chengxiang Si, Guoqiao Zhou, Wenchang Zhou |
| 2022 | ICCS | A Framework for Network Self-evolving Based on Distributed Swarm Intelligence. | Changbo Tian, Yongzheng Zhang, Tao Yin |
| 2022 | IJCNN | A Dual-Branch Self-attention Method for Mobile Malware Detection via Network Traffic. | Ruihai Ge, Yongzheng Zhang, Shuhao Li, Guoqiao Zhou |
| 2022 | IJCNN | Autonomous Anti - interference Identification of $\text{IoT}$ Device Traffic based on Convolutional Neural Network. | Shuhe Liu, Xiaolin Xu, Yongzheng Zhang, Yipeng Wang |
| 2022 | TrustCom | A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet. | Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu |
| 2022 | SecureComm | Multi-relational Instruction Association Graph for Cross-Architecture Binary Similarity Comparison. | Qige Song, Yongzheng Zhang, Shuhao Li |
| 2021 | ICCS | MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features. | Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang |
| 2021 | TrustCom | Phishing Web Page Detection with HTML-Level Graph Neural Network. | Linshu Ouyang, Yongzheng Zhang |
| 2021 | TrustCom | DroidRadar: Android Malware Detection Based on Global Sensitive Graph Embedding. | Qige Song, Yongzheng Zhang, Junliang Yao |
| 2021 | TrustCom | A Feature-Flux Traffic Camouflage Method based on Twin Gaussian Process. | Changbo Tian, Yongzheng Zhang, Tao Yin |
| 2021 | SecureComm | Phishing Web Page Detection with Semi-Supervised Deep Anomaly Detection. | Linshu Ouyang, Yongzheng Zhang |
| 2020 | AAAI | Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text. | Hui Liu, Yongzheng Zhang, Yipeng Wang, Zheng Lin, Yige Chen |
| 2020 | APWEB | Detecting Abnormal Congregation Through the Analysis of Massive Spatio-Temporal Data. | Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang |
| 2020 | GLOBECOM | CgNet: Predicting Urban Congregations from Spatio-Temporal Data Using Deep Neural Networks. | Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang |
| 2020 | ICA3PP | IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification. | Yafei Sang, Mao Tian, Yongzheng Zhang, Peng Chang, Shuyuan Zhao |
| 2020 | ICCS | Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural Network. | Xiaolin Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li |
| 2020 | ICCS | Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng |
| 2020 | ICCS | Modeling of Anti-tracking Network Based on Convex-Polytope Topology. | Changbo Tian, Yongzheng Zhang, Tao Yin |
| 2020 | IJCAI | Gated POS-Level Language Model for Authorship Verification. | Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang |
| 2020 | IJCNN | Unified Graph Embedding-Based Anomalous Edge Detection. | Linshu Ouyang, Yongzheng Zhang, Yipeng Wang |
| 2020 | IJCNN | A Feature Ensemble-based Approach to Malicious Domain Name Identification from Valid DNS Responses. | Chen Zhao, Yongzheng Zhang, Yipeng Wang |
| 2020 | ISCC | Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. | Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng |
| 2020 | ISPA | Toward Automatic Mobile Application Fingerprint Extraction from Non-encrypted HTTP Traffic. | Yafei Sang, Yan Xu, Yongzheng Zhang, Peng Chang, Shuyuan Zhao, Yijing Wang |
| 2020 | TrustCom | Exploit Internal Structural Information for IoT Malware Detection Based on Hierarchical Transformer Model. | Xiaohui Hu, Rui Sun, Kejia Xu, Yongzheng Zhang, Peng Chang |
| 2020 | TrustCom | FTPB: A Three-stage DNS Tunnel Detection Method Based on Character Feature Extraction. | Kemeng Wu, Yongzheng Zhang, Tao Yin |
| 2019 | GLOBECOM | Achieving Dynamic Communication Path for Anti-Tracking Network. | Changbo Tian, Yongzheng Zhang, Tao Yin, Yupeng Tuo, Ruihai Ge |
| 2019 | HPCC | FENet/IP: Uncovering the Fine-Grained Structure in IP Addresses. | Fei Du, Xiuguo Bao, Yongzheng Zhang |
| 2019 | ICCS | Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering. | Yongzheng Zhang, Shuyuan Zhao, Yafei Sang |
| 2019 | ICNP | Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. | Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang |
| 2019 | ICNP | A Linguistics-based Stacking Approach to Disposable Domains Detection. | Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang |
| 2019 | IPCCC | CLR: A Classification of DNS Tunnel Based on Logistic Regression. | Kemeng Wu, Yongzheng Zhang, Tao Yin |
| 2019 | IPCCC | A Method Based on Hierarchical Spatiotemporal Features for Trojan Traffic Detection. | Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li |
| 2019 | WCNC | A Method of HTTP Malicious Traffic Detection on Mobile Networks. | Jia Li, Xiaochun Yun, Mao Tian, Jiang Xie, Shuhao Li, Yongzheng Zhang, Yu Zhou |
| 2019 | TrustCom | MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network. | Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu |
| 2019 | TrustCom | CCGA: Clustering and Capturing Group Activities for DGA-Based Botnets Detection. | Zhicheng Liu, Xiaochun Yun, Yongzheng Zhang, Yipeng Wang |
| 2019 | SecureComm | A Loss-Tolerant Mechanism of Message Segmentation and Reconstruction in Multi-path Communication of Anti-tracking Network. | Changbo Tian, Yongzheng Zhang, Tao Yin, Yupeng Tuo, Ruihai Ge |
| 2018 | HPCC | Modeling for Traffic Replay in Virtual Network. | Lun Li, Zhiyu Hao, Yongzheng Zhang, Yongji Liu, Dahui Li |
| 2018 | ICICS | MalHunter: Performing a Timely Detection on Malicious Domains via a Single DNS Query. | Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li |
| 2018 | ICICS | Community Discovery of Attribution Trace Based on Deep Learning Approach. | Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng |
| 2018 | PIMRC | Online Discovery of Congregate Groups on Sparse Spatio-temporal Data. | Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang |
| 2017 | ICPADS | Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding. | Yafei Sang, Yongzheng Zhang |
| 2017 | PIMRC | NSIM: A robust method to discover similar trajectories on cellular network location data. | Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang |
| 2017 | PIMRC | MSTM: A novel map matching approach for low-sampling-rate trajectories. | Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang |
| 2017 | TrustCom | Detecting DNS Tunnel through Binary-Classification Based on Behavior Features. | Jingkun Liu, Shuhao Li, Yongzheng Zhang, Jun Xiao, Peng Chang, Chengwei Peng |
| 2017 | TrustCom | Discovering Malicious Domains through Alias-Canonical Graph. | Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li, Jun Xiao |
| 2017 | TrustCom | NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. | Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng |
| 2017 | TrustCom | Network Traffic Classification Using Tri-training Based on Statistical Flow Characteristics. | Shuyuan Zhao, Yongzheng Zhang, Peng Chang |
| 2016 | ICPADS | DMNS: A Framework to Dynamically Monitor Simulated Network. | Lun Li, Zhiyu Hao, Yongzheng Zhang, Yaqiong Peng, Xin Deng, Zhenxi Sun |
| 2016 | TrustCom | How to Automatically Identify the Homology of Different Malware. | Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang |
| 2016 | TrustCom | Fast Reused Function Retrieval Method Based on Simhash and Inverted Index. | Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang |
| 2016 | TrustCom | ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding. | Yafei Sang, Shicong Li, Yongzheng Zhang, Tao Xu |
| 2016 | TrustCom | AppBot: A Novel P2P Botnet Architecture Resistant to Graph-Based Tracking. | Tao Yin, Yongzheng Zhang, Jia Li |
| 2015 | ICA3PP | Traffic Replay in Virtual Network Based on IP-Mapping. | Lun Li, Zhiyu Hao, Yongzheng Zhang, Zhenquan Ding, Haiqiang Fei |
| 2015 | ICNP | Rethinking Robust and Accurate Application Protocol Identification: A Nonparametric Approach. | Yipeng Wang, Xiao-chun Yun, Yongzheng Zhang |
| 2015 | SecureComm | A Markov Random Field Approach to Automated Protocol Signature Inference. | Yongzheng Zhang, Tao Xu, Yipeng Wang, Jianliang Sun, Xiaoyu Zhang |
| 2014 | ACCV | Perspective Scene Text Recognition with Feature Compression and Ranking. | Yu Zhou, Shuang Liu, Yongzheng Zhang, Yipeng Wang, Weiyao Lin |
| 2014 | PDCAT | A Segmentation Pattern Based Approach to Automated Protocol Identification. | Yafei Sang, Yongzheng Zhang, Yipeng Wang, Yu Zhou, Xu Tao |
| 2014 | TrustCom | Visual Similarity Based Anti-phishing with the Combination of Local and Global Features. | Yu Zhou, Yongzheng Zhang, Jun Xiao, Yipeng Wang, Weiyao Lin |
| 2014 | SecureComm | Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme. | Lulu Zhang, Yongzheng Zhang, Tianning Zang |
| 2013 | CLUSTER | Counting sort for the live migration of virtual machines. | Qingxin Zou, Zhiyu Hao, Xu Cui, Xiao-chun Yun, Yongzheng Zhang |
| 2013 | PDCAT | CADM: A Centralized Administration and Dynamic Monitoring Framework for Network Intrusion Detection Based on Virtualization. | Zhenquan Ding, Zhiyu Hao, Yongzheng Zhang |
| 2013 | RecSys | Recommending branded products from social media. | Yongzheng Zhang, Marco Pennacchiotti |
| 2013 | WWW | Predicting purchase behaviors from social media. | Yongzheng Zhang, Marco Pennacchiotti |
| 2012 | ICNP | A semantics aware approach to automated reverse engineering unknown protocols. | Yipeng Wang, Xiao-chun Yun, Muhammad Zubair Shafiq, Liyan Wang, Alex X. Liu, Zhibin Zhang, Danfeng Yao, Yongzheng Zhang, Li Guo |
| 2012 | SEC | Modeling Social Engineering Botnet Dynamics across Multiple Social Networks. | Shuhao Li, Xiao-chun Yun, Zhiyu Hao, Yongzheng Zhang, Xiang Cui, Yipeng Wang |
| 2011 | PDCAT | Network Threat Assessment Based on Alert Verification. | Rongrong Xi, Xiao-chun Yun, Shuyuan Jin, Yongzheng Zhang |
| 2011 | TrustCom | CNSSA: A Comprehensive Network Security Situation Awareness System. | Rongrong Xi, Shuyuan Jin, Xiao-chun Yun, Yongzheng Zhang |
| 2010 | ICPADS | Cooperative Work Systems for the Security of Digital Computing Infrastructure. | Tianning Zang, Xiao-chun Yun, Tianyi Zang, Yongzheng Zhang, Chaoguang Men |
| 2008 | ISCC | UBSF: A novel online URL-Based Spam Filter. | Yang Li, Binxing Fang, Li Guo, Zhihong Tian, Yongzheng Zhang, Zhi-Gang Wu |
| 2005 | CIS | Assessment of Windows System Security Using Vulnerability Relationship Graph. | Yongzheng Zhang, Binxing Fang, Yue Chi, Xiao-chun Yun |
| 2005 | ISPEC | Computer Vulnerability Evaluation Using Fault Tree Analysis. | Tao Zhang, Mingzeng Hu, Xiao-chun Yun, Yongzheng Zhang |
| 2004 | AI | Term-Based Clustering and Summarization of Web Page Collections. | Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios |
| 2003 | AI | Summarizing Web Sites Automatically. | Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios |