| 2025 | ICA3PP | FBChain: A Blockchain-Based Federated Learning Model with Communication Efficiency Consensus Algorithm. | Yang Li, Chunhe Xia, Tianbo Wang |
| 2025 | ICML | PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning. | Dongchi Huang, Jiaqi Wang, Yang Li, Chunhe Xia, Tianle Zhang, Kaige Zhang |
| 2025 | TrustCom | SERA: Semantic Entity Recognition and Alignment for Threat Intelligence Representation. | Xinyu Liu, Tianbo Wang, Chunhe Xia, Yingming Zeng, Ruidong Wang |
| 2024 | CSCWD | FedDRC: A Robust Federated Learning-based Android Malware Classifier under Heterogeneous Distribution. | Changnan Jiang, Chunhe Xia, Mengyao Liu, Chen Chen, Huacheng Li, Tianbo Wang, Pengfei Li |
| 2024 | ICASSP | Multi-Signal Fusion of Social Diffusion Graph with Bi-Directional Semantic Consistency. | Huacheng Li, Chunhe Xia, Tianbo Wang, Wanshuang Lin, Changnan Jiang, Chen Chen, Yuan Zhao |
| 2024 | ICLR | SafeDreamer: Safe Reinforcement Learning with World Models. | Weidong Huang, Jiaming Ji, Chunhe Xia, Borong Zhang, Yaodong Yang |
| 2024 | IJCNN | FedDADP: A Privacy-Risk-Adaptive Differential Privacy Protection Method for Federated Android Malware Classifier. | Changnan Jiang, Chunhe Xia, Mengyao Liu, Rui Fang, Pengfei Li, Huacheng Li, Tianbo Wang |
| 2024 | TrustCom | Few-shot Encrypted Malicious Traffic Classification via Hierarchical Semantics and Adaptive Prototype Learning. | Yuan Zhao, Chunhe Xia, Tianbo Wang, Mengyao Liu, Yang Li |
| 2024 | TrustCom | AIDE: Attack Inference Based on Heterogeneous Dependency Graphs with MITRE ATT&CK. | Weidong Zhou, Chunhe Xia, Nan Feng, Xinyi Pan, Tianbo Wang, Xiaojian Li |
| 2023 | KSEM | FedDroidADP: An Adaptive Privacy-Preserving Framework for Federated-Learning-Based Android Malware Classification System. | Changnan Jiang, Chunhe Xia, Zhuodong Liu, Tianbo Wang |
| 2023 | TrustCom | EFwork: An Efficient Framework for Constructing a Malware Knowledge Graph. | Chen Chen, Chunhe Xia, Tianbo Wang, Wanshuang Lin, Yuan Zhao, Yang Li |
| 2023 | TrustCom | FedDLM: A Fine-Grained Assessment Scheme for Risk of Sensitive Information Leakage in Federated Learning-based Android Malware Classifier. | Changnan Jiang, Chunhe Xia, Chen Chen, Huacheng Li, Tianbo Wang, Xiaojian Li |
| 2023 | TrustCom | REDA: Malicious Traffic Detection Based on Record Length and Frequency Domain Analysis. | Wanshuang Lin, Chunhe Xia, Tianbo Wang, Chen Chen, Yuan Zhao, Weidong Zhou |
| 2023 | TrustCom | HF-Mid: A Hybrid Framework of Network Intrusion Detection for Multi-type and Imbalanced Data. | Weidong Zhou, Tianbo Wang, Guotao Huang, Xiaopeng Liang, Chunhe Xia, Xiaojian Li |
| 2022 | UIC | CRCS: Learning Synergistic Cascade Correlation for Microscopic Cascade Prediction. | Huacheng Li, Chunhe Xia, Tianbo Wang, Haopeng Zhao |
| 2020 | ICA3PP | H2P: A Novel Model to Study the Propagation of Modern Hybrid Worm in Hierarchical Networks. | Tianbo Wang, Chunhe Xia |
| 2019 | ICA3PP | Topic Reconstruction: A Novel Method Based on LDA Oriented to Intrusion Detection. | Shengwei Lei, Chunhe Xia, Tianbo Wang, Shizhao Wang |
| 2019 | ICA3PP | Which Node Properties Identify the Propagation Source in Networks? | Zhong Li, Chunhe Xia, Tianbo Wang, Xiaochen Liu |
| 2019 | ICA3PP | Feature Generation: A Novel Intrusion Detection Model Based on Prototypical Network. | Shizhao Wang, Chunhe Xia, Tianbo Wang |
| 2017 | BigData | CloudSec: A Novel Approach to Verifying Security Conformance at the Bottom of the Cloud. | Xiaochen Liu, Chunhe Xia, Tianbo Wang, Li Zhong |
| 2017 | ISPA | A Dynamic Placement Policy of Virtual Machine Based on MOGA in Cloud Environment. | Mohan Zhang, Honglin Ren, Chunhe Xia |
| 2014 | CIS | Detecting Compromised VM via Application-Aware Anomaly Detection. | Kai Luo, Shouzhong Tu, Chunhe Xia, Dan Zhou |
| 2013 | CIS | A Botnet-Oriented Collaborative Defense Scheme Description Language. | Liming Huan, Yang Yu, Liangshuang Lv, Shiying Li, Chunhe Xia |
| 2013 | CIS | A Verification Method of Enterprise Network Reachability Based on Topology Path. | Yazhuo Li, Yang Luo, Zhao Wei, Chunhe Xia, Xiaoyan Liang |
| 2012 | LCN | On the distribution of inter contact time for DTNs. | Yuting Hu, Haiquan Wang, Chunhe Xia, Weiguo Li, Ying Yang |
| 2012 | LCN | Characterization and modeling in large-scale urban DTNs. | Chunhe Xia, Dong Liang, Haiquan Wang, Min Luo, Weifeng Lv |
| 2011 | CIS | Design and Implementation of Bus Net Routing Algorithm. | Min Luo, Haiquan Wang, Chunhe Xia, Lihua Wang, Ya Wang |