Chengze's Homepage

Chengze Du 杜承泽

📧 ducz.Monickar [at] gmail.com

About me

I complete my undergraduate studies in Beijing University of Posts and Telecommunications (BUPT). My research interests focus on the intersection of 'AI × Security × Networks', exploring (i) how AI enhances network security and measurement, (ii) how efficient networks empower AI Systems, and (iii) how AI itself can be made more secure and resilient.

Publications

Some papers are selected, and click here to show all. ( * means Equal Contribution).

2025's Works
	PlatoNT: Learning a Platonic Representation for Unified Network Tomography Chengze Du, Heng Xu, Zhiwei Yu, Bo Liu, Jialong Li arXiv 2025 [📜Paper] [😀arXiv]
	RoTO: Robust Topology Obfuscation Against Tomography Inference Attacks *Chengze Du,** Heng Xu, Zhiwei Yu, Ying Zhou, Zili Meng, Jialong Li arXiv 2025* [📜Paper] [😀arXiv]
	Temporal-Aware GPU Resource Allocation for Distributed LLM Inference via Reinforcement Learning Chengze Du, Zhiwei Yu, Heng Xu, Haojie Wang, Bo Liu, Jialong Li arXiv 2025 [📁Code] [📜Paper] [😀arXiv]
2024's Works
	GuidedLatent: Defending VAEs against Membership Inference Attacks via Distribution-Guided Privacy Chengze Du, Guangzhen Yao, Jibin Shi, Ying Zhang, Renda Han International Joint Conference on Neural Networks (IJCNN 2025) [📁Code] [📜Paper] [🎥Video]
	Identification of Path Congestion Status from End-to-End Measurements Using Deep Spatial-Temporal Learning Chengze Du, Zhiwei Yu, Xiangyu Wang Computer Communications (CC) [📁Code] [🔖Bibtex] [😀arXiv]