Xinyi Wu
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×1Crypto×1Info Retrieval×1
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2026
Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO Manipulation
This paper systematically analyzes the resilience of LLM-enhanced search engines against black-hat SEO attacks, finding that while they block most traditional attacks, they remain vulnerable to sophisticated LLM-generated query manipulations.
How Data Shapes RoPE Frequency Usage: From Positional Scale Matching to Length Generalization
This paper explains how Rotary Position Embeddings (RoPE) frequencies in transformer models correspond to the relative-distance structure of training data, and the implications for long-context generalization.
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Papers
cs.LGEmpiricalRecentJul 8, 2026
How Data Shapes RoPE Frequency Usage: From Positional Scale Matching to Length Generalization
This paper explains how Rotary Position Embeddings (RoPE) frequencies in transformer models correspond to the relative-distance structure of training data, and the implications for long-context genera…
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cs.CRcs.IRRecentMar 26, 2026