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2020 – today
- 2025
[j9]Wenyi Xie
, Jianchen Li, Yi Mu, Hanyu Zhang, Shiwen Zhao, Xinran Zheng, Karissa Song:
The Power of Personalized Datasets: Advancing Chinese Composition Writing for Elementary School through Targeted Model Fine-Tuning. Int. J. Asian Lang. Process. 35(2): 2450017:1-2450017:19 (2025)- [j8]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xinchen Zhang, Edith C. H. Ngai:
Self-Supervised Adaptation Method to Concept Drift for Network Intrusion Detection. IEEE Trans. Dependable Secur. Comput. 22(6): 7632-7646 (2025) - [c13]Rujie Ma, Xinran Zheng, Shuo Yang, Xingjun Wang:
FLB: A Novel Video-on-Demand Broadcasting Scheme Over Channel Limitation. BMSB 2025: 1-6 - [c12]Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou, Philip S. Yu:
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. ICLR 2025 - [c11]Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro:
On Benchmarking Code LLMs for Android Malware Analysis. ISSTA Companion 2025: 153-160 - [c10]Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro:
LAMD: Context-Driven Android Malware Detection and Classification with LLMs. SP (Workshops) 2025: 126-136 - [i12]Xinran Zheng, Shuo Yang, Edith C. H. Ngai, Suman Jana, Lorenzo Cavallaro:
Learning Temporal Invariance in Android Malware Detectors. CoRR abs/2502.05098 (2025) - [i11]Xingzhi Qian, Xinran Zheng, Yiling He, Shuo Yang, Lorenzo Cavallaro:
LAMD: Context-driven Android Malware Detection and Classification with LLMs. CoRR abs/2502.13055 (2025) - [i10]Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro:
On Benchmarking Code LLMs for Android Malware Analysis. CoRR abs/2504.00694 (2025) - [i9]Shuo Yang, Yuqin Dai, Guoqing Wang, Xinran Zheng, Jinfeng Xu, Jinze Li, Zhenzhe Ying, Weiqiang Wang, Edith C. H. Ngai:
RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking. CoRR abs/2506.12538 (2025) - [i8]Shuo Yang, Xinran Zheng, Jinfeng Xu, Jinze Li, Danyang Song, Zheyu Chen, Edith C. H. Ngai:
Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions. CoRR abs/2506.20488 (2025) - [i7]Shuo Yang, Xinran Zheng, Xinchen Zhang, Jinfeng Xu, Jinze Li, Donglin Xie, Weicai Long, Edith C. H. Ngai:
Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions. CoRR abs/2507.04752 (2025) - [i6]Xinran Zheng, Xingzhi Qian, Yiling He, Shuo Yang, Lorenzo Cavallaro:
Beyond Classification: Evaluating LLMs for Fine-Grained Automatic Malware Behavior Auditing. CoRR abs/2509.14335 (2025) - [i5]Xinran Zheng, Leonardo Massai, Massimo Franceschetti, Behrouz Touri:
U-centrality: A Network Centrality Measure Based on Minimum Energy Control for Laplacian Dynamics. CoRR abs/2511.00339 (2025) - [i4]Yiling He, Junchi Lei, Hongyu She, Shuo Shao, Xinran Zheng, Yiping Liu, Zhan Qin, Lorenzo Cavallaro:
Retrofit: Continual Learning with Bounded Forgetting for Security Applications. CoRR abs/2511.11439 (2025) - 2024
- [j7]Xinran Zheng, Tara Javidi, Behrouz Touri:
A General Framework for Approximate and Delayed Gradient Descent for Decomposable Cost Functions. IEEE Control. Syst. Lett. 8: 1229-1234 (2024) - [j6]Yi Zhang, Xinran Zheng:
Further remarks on absorbing Markov decision processes. Oper. Res. Lett. 57: 107191 (2024) - [j5]Fahong Zhang, Chen Yang, Rui Zong, Xinran Zheng, Jianfei Wang, Yishuo Meng:
An Efficient and Scalable FHE-Based PDQ Scheme: Utilizing FFT to Design a Low Multiplication Depth Large-Integer Comparison Algorithm. IEEE Trans. Inf. Forensics Secur. 19: 2258-2272 (2024) - [j4]Linjie Nie, Shuo Yang, Xinran Zheng, Xingjun Wang:
An Efficient and Adaptive Content Delivery System Based on Hybrid Network. ACM Trans. Knowl. Discov. Data 18(2): 904-915 (2024) - [c9]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Edith C. H. Ngai:
Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification. CIKM 2024: 4173-4177 - [c8]Wenyi Xie, Jiachen Li, Yi Mu, Hanyu Zhang, Shiwen Zhao, Xinran Zheng:
The Power of Personalized Datasets: Advancing Chinese Composition Writing for Elementary School through Targeted Model Fine-Tuning. IALP 2024: 344-349 - [c7]Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xingjun Wang, Edith C. H. Ngai:
ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection. KDD 2024: 3818-3828 - [c6]Wenhui Kong, Pengfei Wen, Xinran Zheng, Shuo Yang, Ning Hu, Xingjun Wang:
An Efficient (t, n) Threshold Authentication Scheme for Vehicular Ad Hoc Networks. WCNC 2024: 1-6 - [c5]Biao Zhang, Shuo Yang, Xinran Zheng, Xingjun Wang:
STCA: Stacked Token-based Continuous Authentication Protocol for Zero Trust IoT. WCNC 2024: 1-6 - [i3]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:
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. CoRR abs/2411.02937 (2024) - 2023
- [j3]Shuo Yang, Xinran Zheng, Guining Liu, Xingjun Wang:
IBA: A secure and efficient device-to-device interaction-based authentication scheme for Internet of Things. Comput. Commun. 200: 171-181 (2023) - [j2]Xinran Zheng, Tara Javidi, Behrouz Touri:
Zeroth-Order Non-Convex Optimization for Cooperative Multi-Agent Systems With Diminishing Step Size and Smoothing Radius. IEEE Control. Syst. Lett. 7: 2785-2790 (2023) - [c4]Shiyang Wang, Xinran Zheng, Shuo Yang, Xingjun Wang:
Towards Efficient Blockchain-Based Cross-Domain Trust Reputation Management for LS-HetNet. GLOBECOM 2023: 5129-5134 - [c3]Xinran Zheng, Shuo Yang, Xingjun Wang:
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-Grained Intrusion Detection. ICC 2023: 2988-2993 - [c2]Shuo Yang, Xinran Zheng, Zhengzhuo Xu, Xingjun Wang:
A Lightweight Approach for Network Intrusion Detection Based on Self-Knowledge Distillation. ICC 2023: 3000-3005 - [c1]Xinran Zheng, Shuo Yang, Xingjun Wang:
A Reliable and Decentralized Trust Management Model for Fog Computing in Industrial IoT. NOMS 2023: 1-6 - [i2]Shuo Yang, Xinran Zheng, Zhengzhuo Xu, Xingjun Wang:
A Lightweight Approach for Network Intrusion Detection based on Self-Knowledge Distillation. CoRR abs/2307.10191 (2023) - [i1]Xinran Zheng, Shuo Yang, Xingjun Wang:
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-grained Intrusion Detection. CoRR abs/2308.00542 (2023)
2010 – 2019
- 2018
- [j1]Rui Li, Pengcheng Wang, Xinran Zheng, Bo Wang:
New benchmark solutions for free vibration of clamped rectangular thick plates and their variants. Appl. Math. Lett. 78: 88-94 (2018)
Coauthor Index
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