Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
FedMeS: Personalized Federated Continual Learning Leveraging Local Memory
A personalized federated continual learning framework that leverages local memory to address client drift and catastrophic forgetting.
BibTeX
@article{xie2024fedmes,
title = {FedMeS: Personalized Federated Continual Learning Leveraging Local Memory},
author = {Xie, Jin and Zhu, Chenqing and Li, Songze},
journal = {arXiv preprint arXiv:2404.12710},
year = {2024}
}
Client-Driven Federated Learning for Dynamic Mixtures of Distributions
An asynchronous personalized federated learning framework centered on client-side adaptation demands.
BibTeX
@inproceedings{zhu2026clientdriven,
title = {Client-Driven Federated Learning for Dynamic Mixtures of Distributions},
author = {Zhu, Chenqing and Li, Songze},
booktitle = {Proceedings of the 21st International Conference on Wireless Algorithms, Systems, and Applications (WASA 2026)},
year = {2026},
note = {To appear}
}
When the Aggregator Cheats: Data-Free Backdoors in Federated LLM-based QA Systems
A data-free and stealthy server-side backdoor attack against federated LLM-based question-answering systems.
BibTeX
@inproceedings{zhu2026aggregator,
title = {When the Aggregator Cheats: Data-Free Backdoors in Federated LLM-based QA Systems},
author = {Zhu, Chenqing and Dai, Yanbo and Tian, Yulong and Li, Qingming and Li, Songze},
booktitle = {Proceedings of the 35th USENIX Security Symposium},
year = {2026},
note = {To appear}
}
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.