| 2026 | SECON | HiLo-MAE: Efficient Pre-trained Traffic Representation for Encrypted Network Sensing. | Xubo Jiang, Zhiqiang Zheng, Lei Zhang, Haowen Liu, Xuren Wang |
| 2025 | CSCWD | A Variant and Flow-Level AutoML Method for IoT Malicious Traffic Detection. | Chang Gao, Xinqiang Zhao, Xuren Wang, Le Wang, Zijing Fan, Yepeng Yao, Zhengwei Jiang |
| 2025 | CSCWD | Exploring the Effectiveness of Traditional Machine Learning Models in IoT Malicious Traffic Detection. | Chong Wang, Chang Gao, Famei He, Songheng He, Runshi Liu, Qianli Li, Wen Chen, Xuren Wang |
| 2025 | TrustCom | ET-FS: Functional Specialization Method for Multi-Task Learning in Encrypted Traffic Classification. | Xinzhu Feng, Gaopeng Gou, Chang Liu, Zheyuan Gu, Wenqi Dong, Famei He, Xuren Wang |
| 2024 | KSEM | HRTC: A Triplet Joint Extraction Model Based on Cyber Threat Intelligence. | HuanZhou Yue, Xuren Wang, Rong Chen, Zhengwei Jiang, Yuxia Fu, Jun Jiang |
| 2023 | CSCWD | Simplified-Xception: A New Way to Speed Up Malicious Code Classification. | Xinshuai Zhu, Songheng He, Xuren Wang, Chang Gao, Yushi Wang, Peian Yang, Yuxia Fu |
| 2023 | TrustCom | FineCTI: A Framework for Mining Fine-grained Cyber Threat Information from Twitter Using NER Model. | Chunyan Ma, Jun Jiang, Kai Zhang, Zhengwei Jiang, Peian Yang, Xuren Wang, Huamin Feng |
| 2022 | COMPSAC | TI-Prompt: Towards a Prompt Tuning Method for Few-shot Threat Intelligence Twitter Classification | Yizhe You, Zhengwei Jiang, Kai Zhang, Jun Jiang, Xuren Wang, Zheyu Zhang, Shirui Wang, Huamin Feng |
| 2022 | CSCWD | The Hyperbolic Temporal Attention Based Differentiable Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence. | Binghua Song, Rong Chen, Baoxu Liu, Zhengwei Jiang, Xuren Wang |
| 2022 | CSCWD | APTNER: A Specific Dataset for NER Missions in Cyber Threat Intelligence Field. | Xuren Wang, Songheng He, Zihan Xiong, Xinxin Wei, Zhengwei Jiang, Sihan Chen, Jun Jiang |
| 2022 | CSCWD | Cyber Threat Intelligence Entity Extraction Based on Deep Learning and Field Knowledge Engineering. | Xuren Wang, Runshi Liu, Jie Yang, Rong Chen, Zhiting Ling, Peian Yang, Kai Zhang |
| 2022 | GLOBECOM | A Graph Learning Approach with Audit Records for Advanced Attack Investigation. | Jian Liu, Junjie Yan, Zhengwei Jiang, Xuren Wang, Jun Jiang |
| 2022 | ICCS | Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence. | Binghua Song, Rong Chen, Baoxu Liu, Zhengwei Jiang, Xuren Wang |
| 2022 | UIC | Learning Cyber Threat Intelligence Knowledge Graph Embedding with Heterogeneous Relation Networks Based on Multi-Head Relational Graph Attention. | Xuren Wang, Rong Chen, Binghua Song, Jungang An, Jun Jiang, Jian Wang, Peian Yang |
| 2021 | CSCWD | Modeling Attackers Based on Heterogenous Graph through Malicious HTTP Requests. | Shengqin Ao, Yitong He, Ning Luo, Xuren Wang, Zhengwei Jiang, Jun Jiang |
| 2021 | CSCWD | HSRF: Community Detection Based on Heterogeneous Attributes and Semi-Supervised Random Forest. | Zijing Fan, Chao Yuan, Liling Xin, Xuren Wang, Zhengwei Jiang, Qiuyun Wang |
| 2021 | CSCWD | A Framework for Document-level Cybersecurity Event Extraction from Open Source Data. | Ning Luo, Xiangyu Du, Yitong He, Jun Jiang, Xuren Wang, Zhengwei Jiang, Kai Zhang |
| 2021 | CSCWD | A Method for Extracting Unstructured Threat Intelligence Based on Dictionary Template and Reinforcement Learning. | Xuren Wang, Rong Chen, Binghua Song, Jie Yang, Zhengwei Jiang, Xiaoqing Zhang, Xiaomeng Li, Shengqin Ao |
| 2021 | ICCS | Trojan Traffic Detection Based on Meta-learning. | Zijian Jia, Yepeng Yao, Qiuyun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang |
| 2021 | WCNC | CAN: Complementary Attention Network for Aspect Level Sentiment Classification in Social E-Commerce. | Yali Luo, Zhengwei Jiang, Jun Jiang, Peian Yang, Xuren Wang, Kai Zhang |
| 2021 | SEKE | FSSRE: Fusing Semantic Feature and Syntactic Dependencies Feature for threat intelligence Relation Extraction. | Xuren Wang, Mengbo Xiong, Famei He, Peian Yang, Binghua Song, Jun Jiang, Zhengwei Jiang, Zihan Xiong |
| 2020 | ICCS | Towards Network Anomaly Detection Using Graph Embedding. | Qingsai Xiao, Jian Liu, Qiuyun Wang, Zhengwei Jiang, Xuren Wang, Yepeng Yao |
| 2020 | ICPR | A Weak Coupling of Semi-Supervised Learning with Generative Adversarial Networks for Malware Classification. | Shuwei Wang, Qiuyun Wang, Zhengwei Jiang, Xuren Wang, Rongqi Jing |
| 2020 | ISCC | Towards Comprehensive Detection of DNS Tunnels. | Meng Luo, Qiuyun Wang, Yepeng Yao, Xuren Wang, Peian Yang, Zhengwei Jiang |
| 2020 | TrustCom | DNRTI: A Large-scale Dataset for Named Entity Recognition in Threat Intelligence. | Xuren Wang, Xinpei Liu, Shengqin Ao, Ning Li, Zhengwei Jiang, Zongyi Xu, Zihan Xiong, Mengbo Xiong, Xiaoqing Zhang |
| 2020 | TrustCom | Joint Learning for Document-Level Threat Intelligence Relation Extraction and Coreference Resolution Based on GCN. | Xuren Wang, Mengbo Xiong, Yali Luo, Ning Li, Zhengwei Jiang, Zihan Xiong |
| 2020 | SEKE | Threat Intelligence Relationship Extraction Based on Distant Supervision and Reinforcement Learning. | Xuren Wang, Jie Yang, Qiuyun Wang, Changxin Su |
| 2010 | GRC | Attack Detection by Rough Set Theory in Recommendation System. | Famei He, Xuren Wang, Baoxu Liu |
| 2007 | GRC | Application of Rough Set Theory to Intrusion Detection System. | Xuren Wang, Famei He, Lizhen Liu |