| 2026 | KSEM | Multimodal Fusion Case-Based Reasoning for Open-World Knowledge Graph Completion. | Tengfan Weng, Xiaoyu Kang, Zhixin Shi |
| 2026 | KSEM | CGA-Net: Fusing Cross-Modal Attention and Gated Mechanisms for Multi-modal Knowledge Graph Completion. | Shihao Zhao, Xiaoyu Kang, Min Li, Zhixin Shi, Xuyang Li, Yanqiu Zhang |
| 2026 | WCNC | A Spatio-Temporal Bayesian Graph Neural Network for Proactive Anomaly Prediction in Dynamic Wireless Networks. | Chao Ma, Xiaoyu Kang, Weiqing Huang, Zhixin Shi |
| 2025 | MDM | Fedcafe: Federated Context-Aware Recommendation Via Adaptive Fuzzy Embedding. | Xiaoyu Kang, Zhixin Shi |
| 2025 | SMC | MEVE-FN: An Adaptive Learning Framework for Multimodal Fake News Detection using Mixture-of-Experts. | Xiaoyu Kang, Zhixin Shi |
| 2024 | IJCNN | A Meta-Learning-Based Joint Two-View Framework for Inductive Knowledge Graph Completion. | Doudou Yang, Zhixin Shi, Yangyang Zong, Xiaoyu Kang |
| 2024 | ISCC | A New Method of Cyber Deception Defense. | Chaochao Liu, Degang Sun, Zhixin Shi, Ning Zhang |
| 2024 | ISCC | SHTree: A Structural Encrypted Traffic Fingerprint Generation Method for Multiple Classification Tasks. | Minghao Ma, Zhixin Shi, Qilei Yin, Yangyang Zong |
| 2024 | ISCC | LONGAN: Detecting Lateral Movement based on Heterogeneous Graph Neural Networks with Temporal Features. | Yangyang Zong, Zhixin Shi, Weiqing Huang |
| 2023 | HCI | Ethical Concerns of COVID-19 Contact Tracing: A Narrative Review. | Zhixin Shi, Kyrie Zhixuan Zhou, Abhinav Choudhry, Mengyi Wei, Xiang Chen, Bohui Shen |
| 2023 | ISCC | MESCAL: Malicious Login Detection Based on Heterogeneous Graph Embedding with Supervised Contrastive Learning. | Weiqing Huang, Yangyang Zong, Zhixin Shi, Puzhuo Liu |
| 2023 | ISCC | FindSpy: A Wireless Camera Detection System Based on Pre-Trained Transformers. | Zhixin Shi, Hao Wu, Jing Zhang, Meng Zhang, Weiqing Huang |
| 2023 | WCNC | Few-Shot Network Intrusion Detection Based on Model-Agnostic Meta-Learning with L2F Method. | Zhixin Shi, Mengyan Xing, Jing Zhang, Hao Wu |
| 2022 | IJCNN | PEPC: A Deep Parallel Convolutional Neural Network Model with Pre-trained Embeddings for DGA Detection. | Weiqing Huang, Yangyang Zong, Zhixin Shi, Leiqi Wang, Pengcheng Liu |
| 2022 | ICPR | NBP-MS: Malware Signature Generation Based on Network Behavior Profiling. | Zhixin Shi, Xiangyu Wang, Pengcheng Liu |
| 2022 | IJCNN | Improving the Semantic Consistency of Textual Adversarial Attacks via Prompt. | Xiaoyan Yu, Qilei Yin, Zhixin Shi, Yuru Ma |
| 2022 | ISCC | Frequency Hopping Signal Recognition Based on Horizontal Spatial Attention. | Pengcheng Liu, Zhen Han, Zhixin Shi, Meimei Li, Meichen Liu |
| 2021 | CSCWD | DeepMIT: A Novel Malicious Insider Threat Detection Framework based on Recurrent Neural Network. | Degang Sun, Meichen Liu, Meimei Li, Zhixin Shi, Pengcheng Liu, Xu Wang |
| 2021 | ISCC | An Effective and Efficient Method for Word-Level Textual Adversarial Attack. | Zhixin Shi, Yuru Ma, Xiaoyan Yu |
| 2020 | ICTAI | Adversarial Attack against LSTM-based DDoS Intrusion Detection System. | Weiqing Huang, Xiao Peng, Zhixin Shi, Yuru Ma |
| 2019 | HPCC | A New Hybrid Approach for C&C Channel Detection. | Jianguo Jiang, Qilei Yin, Zhixin Shi, Qiwen Wang, Wei Zhou |
| 2019 | ICA3PP | A Behavior-Based Method for Distinguishing the Type of C&C Channel. | Jianguo Jiang, Qilei Yin, Zhixin Shi, Guokun Xu, Xiaoyu Kang |
| 2019 | IPCCC | A New C&C Channel Detection Framework Using Heuristic Rule and Transfer Learning. | Jianguo Jiang, Qilei Yin, Zhixin Shi, Meimei Li, Bin Lv |
| 2019 | ICTAI | Adversarial Attack Against DoS Intrusion Detection: An Improved Boundary-Based Method. | Xiao Peng, Weiqing Huang, Zhixin Shi |
| 2019 | KSEM | A Novel Method for Highly Imbalanced Classification with Weighted Support Vector Machine. | Biao Qi, Jianguo Jiang, Zhixin Shi, Meimei Li, Wei Fan |
| 2018 | ISCC | Comprehensive Behavior Profiling Model for Malware Classification. | Jianguo Jiang, Qilei Yin, Zhixin Shi, Meimei Li |
| 2018 | TrustCom | BotCensor: Detecting DGA-Based Botnet Using Two-Stage Anomaly Detection. | Biao Qi, Jianguo Jiang, Zhixin Shi, Rui Mao, Qiwen Wang |
| 2018 | TrustCom | A Novel Multi-source Fusion Model for Known and Unknown Attack Scenarios. | Qiwen Wang, Jianguo Jiang, Zhixin Shi, Wen Wang, Bin Lv, Biao Qi, Qilei Yin |
| 2017 | APNOMS | Could we beat a new mimicking attack? | Degang Sun, Kun Yang, Bin Lv, Zhixin Shi |
| 2017 | ICTAI | A New Mimicking Attack by LSGAN. | Degang Sun, Kun Yang, Zhixin Shi, Chao Chen |
| 2017 | KSEM | A Behavior-Based Method for Distinction of Flooding DDoS and Flash Crowds. | Degang Sun, Kun Yang, Zhixin Shi, Bin Lv |
| 2017 | TrustCom | A Distinction Method of Flooding DDoS and Flash Crowds Based on User Traffic Behavior. | Degang Sun, Kun Yang, Zhixin Shi, Yan Wang |
| 2016 | TrustCom | Botnet Detection Method Analysis on the Effect of Feature Extraction. | Jianguo Jiang, Biao Qi, Zhixin Shi, Yan Wang, Bin Lv |
| 2014 | DAS | A Two Level Algorithm for Text Detection in Natural Scene Images. | Li Rong, Suyu Wang, Zhixin Shi |
| 2013 | ICDAR | A Model Based Framework for Table Processing in Degraded Document Images. | Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju |
| 2012 | ICFHR | Keyword Spotting Framework Using Dynamic Background Model. | Gaurav Kumar, Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram |
| 2011 | ICDAR | Image Enhancement for Degraded Binary Document Images. | Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju |
| 2010 | ICPR | Removing Rule-Lines from Binary Handwritten Arabic Document Images Using Directional Local Profile. | Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju |
| 2009 | ICDAR | A Steerable Directional Local Profile Technique for Extraction of Handwritten Arabic Text Lines. | Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju |
| 2009 | ICDAR | Segmentation of Arabic Handwriting Based on both Contour and Skeleton Segmentation. | Safwan Wshah, Zhixin Shi, Venu Govindaraju |
| 2007 | ICDAR | PDE-Based Enhancement of Low Quality Documents. | Ifeoma Nwogu, Zhixin Shi, Venu Govindaraju |
| 2006 | ICPR | Fingerprint Image Enhancement Based on Skin Profile Approximation. | Zhixin Shi, Venu Govindaraju |
| 2005 | ICDAR | Multi-scale Techniques for Document Page Segmentation. | Zhixin Shi, Venu Govindaraju |
| 2005 | ICDAR | Text Extraction from Gray Scale Historical Document Images Using Adaptive Local Connectivity Map. | Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju |
| 2004 | ICPR | Historical Document Image Enhancement Using Background Light Intensity Normalization. | Zhixin Shi, Venu Govindaraju |
| 2003 | ICDAR | A Format-Driven Handwritten Word Recognition System. | Xia Liu, Zhixin Shi |
| 2003 | ICDAR | Skew Detection for Complex Document Images Using Fuzzy Runlength. | Zhixin Shi, Venu Govindaraju |