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cs.LG2025
PrivDFS: Private Inference via Distributed Feature Sharing against Data Reconstruction Attacks
Zihan Liu, Jiayi Wen, Junru Wu +4
In this paper, we introduce PrivDFS, a distributed feature-sharing framework for input-private inference in image classification. A single holistic intermediate representation in s…
cs.LG2025
BackSlash: Rate Constrained Optimized Training of Large Language Models
Jun Wu, Jiangtao Wen, Yuxing Han
The rapid advancement of large-language models (LLMs) has driven extensive research into parameter compression after training has been completed, yet compression during the trainin…