Hongyu Zhang
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×1NLP×1Software Eng.×1AI×1Crypto×1
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Research Timeline
2026
DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation
DeepGuard introduces a novel multi-layer semantic aggregation framework to enhance secure code generation by collecting vulnerability cues from multiple upper layers of LLMs, significantly improving security while maintaining functional correctness.
SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models
This paper introduces Semantic Reference Frames (SemRF), an anchor-based formalism for separating semantic measurement from residual dynamics in language model computation.
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Papers
cs.LGcs.CLTheoreticalRecentJun 30, 2026
SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models
This paper introduces Semantic Reference Frames (SemRF), an anchor-based formalism for separating semantic measurement from residual dynamics in language model computation.
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cs.SEcs.AIcs.CRRecent