Chengze Du

I am currently pursuing my bachelor's degree at the School of Cyberspace Security, Beijing University of Posts and Telecommunications(BUPT), from 2021 to the present.

I' m passionate about travel, marathons. In academic terms, my research interests include but not limited: Network Tomography, Deep Learning, Differential Privacy, Artificial intelligence of things.

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Research

Some works are highlighted.

This paper introduces a comprehensive framework that addresses the Single-Text sentiment analysis's challenge by context-aware architectures, and multi-factor sentiment fusion, offering a more robust solution for Chinese financial sentiment analysis.

This paper introduces a controlled distribution mechanism that dynamically adjusts latent representations based on semantic similarities, coupled with a two-phase training strategy that gradually incorporates privacy constraints.
This work was done during the Internship in Zhipu.

This paper introduces a novel privacy-preserving framework, which provides efficient topology protection while maintaining the utility of measurements for authorized network monitoring.

This work introduces the concept of Additive Congestion Status to address these challenges effectively. Using a framework that combines Adversarial Autoencoders (AAE) with Long Short-Term Memory (LSTM) networks, this approach robustly categorizes and quantifies the Additive Congestion Status.

Education & Experience

Contributions

Misc

Last updated: 2024-12-12. And thanks this website's source code.