The Information Engineering Lab IELab @ UQ | The University of Queensland

About this project



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Relevant Publications

2024

FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
Shuai Wang, Ekaterina Khramtsova, Shengyao Zhuang, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657853
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
Shuai Wang, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
arXiv  ·  01 Feb 2024  ·  arXiv:2401.17645
How to Forget Clients in Federated Online Learning to Rank?
Shuyi Wang, Bing Liu, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56063-7_7

2023

An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems
Shuyi Wang, Guido Zuccon
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval  ·  09 Aug 2023  ·  10.1145/3578337.3605117

2022

Is Non-IID Data a Threat in Federated Online Learning to Rank?
Shuyi Wang, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531709

2021

Effective and Privacy-preserving Federated Online Learning to Rank
Shuyi Wang, Bing Liu, Shengyao Zhuang, Guido Zuccon
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472236
Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study
Shuyi Wang, Shengyao Zhuang, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2021  ·  10.1007/978-3-030-72240-1_10

2020

Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection
Ekaterina Khramtsova, Christian Hammerschmidt, Sofian Lagraa, Radu State
2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)  ·  01 Nov 2020  ·  10.1109/icdcs47774.2020.00171