| 2026 | INFOCOM | Multi-Agent System for Orchestrating Retrieval and Multimodal Reasoning in Cloud Environments. | Shuo Yang, Xinran Zheng, Jinfeng Xu, Jinze Li, Zewei Liu, Edith C. H. Ngai |
| 2026 | NDSS | CoLD: Collaborative Label Denoising Framework for Network Intrusion Detection. | Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Edith C. H. Ngai |
| 2025 | GLOBECOM | Mitigating Statistical Heterogeneity in Intrusion Detection Systems within Federated Learning. | Wenhao Wu, Xinran Zheng, Shuo Yang, Xingjun Wang |
| 2025 | ICLR | Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. | Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou, Philip S. Yu |
| 2025 | ISSTA | On Benchmarking Code LLMs for Android Malware Analysis. | Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro |
| 2025 | SP | LAMD: Context-Driven Android Malware Detection and Classification with LLMs. | Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro |
| 2024 | CIKM | Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification. | Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Edith C. H. Ngai |
| 2024 | KDD | ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection. | Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xingjun Wang, Edith C. H. Ngai |
| 2024 | WCNC | An Efficient (t, n) Threshold Authentication Scheme for Vehicular Ad Hoc Networks. | Wenhui Kong, Pengfei Wen, Xinran Zheng, Shuo Yang, Ning Hu, Xingjun Wang |
| 2024 | WCNC | STCA: Stacked Token-based Continuous Authentication Protocol for Zero Trust IoT. | Biao Zhang, Shuo Yang, Xinran Zheng, Xingjun Wang |
| 2023 | GLOBECOM | Towards Efficient Blockchain-Based Cross-Domain Trust Reputation Management for LS-HetNet. | Shiyang Wang, Xinran Zheng, Shuo Yang, Xingjun Wang |
| 2023 | NOMS | A Reliable and Decentralized Trust Management Model for Fog Computing in Industrial IoT. | Xinran Zheng, Shuo Yang, Xingjun Wang |