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20232026
most citedFederated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

2 citations · 6 across the 7 of their papers we have counts for

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cs.CR2026

ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data

Haodong Zhao, Jinming Hu, Zhaomin Wu +7

Federated Instruction Tuning (FIT) enables collaborative instruction tuning of large language models across multiple organizations (clients) in a cross-silo setting without requiri…

cs.AI2026

PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

Junyi Hou, Andre Lin Huikai, Nuo Chen +2

Large language models are increasingly embedded into academic writing workflows, yet existing assistants remain external to the editor, preventing deep interaction with document st…