Shengyu Xia

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

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Chen Chen (1)Xiang Gao (1)Xianshun Wang (1)Chengran Li (1)

Papers (1)

Jun 15, 2026

3d ago·also China Mobile, WHU, Zhejiang Lab

The Art of Mixology: Mixup-based Obfuscation for Privacy-Preserving Split Learning in Large Language Models

MIXGUARD achieves robust privacy protection in split learning without sacrificing model utility, outperforming existing defenses against advanced data reconstruction attacks.

Chen Chen, Xiang Gao, Xianshun Wang +6

Distributed Systems & Hardware Natural Language Processing Training Efficiency & Optimization

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Shengyu Xia

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)