Ruoxi Su
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2NLP×1ML×1Crypto×1
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Research Timeline
2026
SoK: Unlearnability and Unlearning for Model Dememorization
This paper provides the first integrated analysis of model dememorization, unifying unlearnability and unlearning methods, and offering theoretical guarantees on dememorization depth.
Adaptive Interviewing for Persona Simulation in LLMs: Evidence-Grounded Reasoning Improves Decision Alignment
The paper introduces an adaptive interview framework to gather rich persona context, demonstrating that LLMs improve decision alignment in moral dilemmas only when they selectively ground their decisions in follow-up-derived, user-specific evidence.
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Papers
cs.CLcs.AIRecentMay 28, 2026
Adaptive Interviewing for Persona Simulation in LLMs: Evidence-Grounded Reasoning Improves Decision Alignment
The paper introduces an adaptive interview framework to gather rich persona context, demonstrating that LLMs improve decision alignment in moral dilemmas only when they selectively ground their decisi…
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cs.LGcs.AIcs.CRRecentMay 12, 2026