Yukuan Zhang
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2AI×2
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Research Timeline
2026
SecureRouter: Encrypted Routing for Efficient Secure Inference
SecureRouter is an encrypted routing and inference framework that accelerates secure transformer inference by adaptively selecting the optimal model size based on the encrypted input, achieving a 1.95x latency reduction.
Privacy-Preserving LLMs Routing
The paper proposes PPRoute, a privacy-preserving LLM routing framework that significantly speeds up secure model selection while maintaining high performance comparable to non-private methods.
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Papers
cs.CRcs.AIRecentApr 17, 2026
Privacy-Preserving LLMs Routing
Xidong Wu, Yukuan Zhang, Yuqiong Ji, Reza Shirkavand +2 more
The paper proposes PPRoute, a privacy-preserving LLM routing framework that significantly speeds up secure model selection while maintaining high performance comparable to non-private methods.
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cs.CRcs.AIRecentApr 16, 2026