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20242026
most citedBadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning

7 citations · 7 across the 5 of their papers we have counts for

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cs.LG2025

FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities

Yi Liu, Cong Wang, Xingliang Yuan

The Web of Things (WoT) enhances interoperability across web-based and ubiquitous computing platforms while complementing existing IoT standards. The multimodal Federated Learning…

cs.AI2025

CALM: Curiosity-Driven Auditing for Large Language Models

Xiang Zheng, Longxiang Wang, Yi Liu +3

Auditing Large Language Models (LLMs) is a crucial and challenging task. In this study, we focus on auditing black-box LLMs without access to their parameters, only to the provided…