Xinran Zheng

According to our database, Xinran Zheng authored at least 25 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions.

Shuo Yang, Xinran Zheng, Xinchen Zhang, Jinfeng Xu, Jinze Li, Donglin Xie, Weicai Long, Edith C. H. Ngai

CoRR, July, 2025

Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions.

Shuo Yang, Xinran Zheng, Jinfeng Xu, Jinze Li, Danyang Song, Zheyu Chen, Edith C. H. Ngai

CoRR, June, 2025

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking.

Shuo Yang, Yuqin Dai, Guoqing Wang, Xinran Zheng, Jinfeng Xu, Jinze Li, Zhenzhe Ying, Weiqiang Wang, Edith C. H. Ngai

CoRR, June, 2025

Learning Temporal Invariance in Android Malware Detectors.

Xinran Zheng, Shuo Yang, Edith C. H. Ngai, Suman Jana, Lorenzo Cavallaro

CoRR, February, 2025

The Power of Personalized Datasets: Advancing Chinese Composition Writing for Elementary School through Targeted Model Fine-Tuning.

Wenyi Xie, Jianchen Li, Yi Mu, Hanyu Zhang, Shiwen Zhao, Xinran Zheng, Karissa Song

Int. J. Asian Lang. Process., 2025

LAMD: Context-Driven Android Malware Detection and Classification with LLMs.

Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro

Proceedings of the 2025 IEEE Security and Privacy, 2025

On Benchmarking Code LLMs for Android Malware Analysis.

Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro

Proceedings of the 34th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

An Efficient and Adaptive Content Delivery System Based on Hybrid Network.

Linjie Nie, Shuo Yang, Xinran Zheng, Xingjun Wang

ACM Trans. Knowl. Discov. Data, February, 2024

An Efficient and Scalable FHE-Based PDQ Scheme: Utilizing FFT to Design a Low Multiplication Depth Large-Integer Comparison Algorithm.

Fahong Zhang, Chen Yang, Rui Zong, Xinran Zheng, Jianfei Wang, Yishuo Meng

IEEE Trans. Inf. Forensics Secur., 2024

Further remarks on absorbing Markov decision processes.

Yi Zhang, Xinran Zheng

Oper. Res. Lett., 2024

A General Framework for Approximate and Delayed Gradient Descent for Decomposable Cost Functions.

Xinran Zheng, Tara Javidi, Behrouz Touri

IEEE Control. Syst. Lett., 2024

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, Pengjun Xie, Philip S. Yu, Fei Huang, Jingren Zhou

CoRR, 2024

STCA: Stacked Token-based Continuous Authentication Protocol for Zero Trust IoT.

Biao Zhang, Shuo Yang, Xinran Zheng, Xingjun Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

An Efficient (t, n) Threshold Authentication Scheme for Vehicular Ad Hoc Networks.

Wenhui Kong, Pengfei Wen, Xinran Zheng, Shuo Yang, Ning Hu, Xingjun Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

The Power of Personalized Datasets: Advancing Chinese Composition Writing for Elementary School through Targeted Model Fine-Tuning.

Wenyi Xie, Jiachen Li, Yi Mu, Hanyu Zhang, Shiwen Zhao, Xinran Zheng

Proceedings of the International Conference on Asian Language Processing, 2024

Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification.

Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Edith C. H. Ngai

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

IBA: A secure and efficient device-to-device interaction-based authentication scheme for Internet of Things.

Shuo Yang, Xinran Zheng, Guining Liu, Xingjun Wang

Comput. Commun., February, 2023

Zeroth-Order Non-Convex Optimization for Cooperative Multi-Agent Systems With Diminishing Step Size and Smoothing Radius.

Xinran Zheng, Tara Javidi, Behrouz Touri

IEEE Control. Syst. Lett., 2023

A Reliable and Decentralized Trust Management Model for Fog Computing in Industrial IoT.

Xinran Zheng, Shuo Yang, Xingjun Wang

Proceedings of the NOMS 2023, 2023

SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-Grained Intrusion Detection.

Xinran Zheng, Shuo Yang, Xingjun Wang

Proceedings of the IEEE International Conference on Communications, 2023

A Lightweight Approach for Network Intrusion Detection Based on Self-Knowledge Distillation.

Shuo Yang, Xinran Zheng, Zhengzhuo Xu, Xingjun Wang

Proceedings of the IEEE International Conference on Communications, 2023

Towards Efficient Blockchain-Based Cross-Domain Trust Reputation Management for LS-HetNet.

Shiyang Wang, Xinran Zheng, Shuo Yang, Xingjun Wang

Proceedings of the IEEE Global Communications Conference, 2023

2018

New benchmark solutions for free vibration of clamped rectangular thick plates and their variants.

Rui Li, Pengcheng Wang, Xinran Zheng, Bo Wang

Appl. Math. Lett., 2018