Feng Sun
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×1Info Retrieval×1Crypto×1AI×1
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2026
SoK: Robustness in Large Language Models against Jailbreak Attacks
This paper introduces Security Cube, a comprehensive, multi-dimensional framework for evaluating LLM robustness against jailbreak attacks, providing a systematic taxonomy and benchmark analysis of existing attacks and defenses.
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory
The paper introduces RHELM, a new benchmark designed to test LLMs' long-term memory by simulating realistic, complex, and evolving dialogues that integrate multiple heterogeneous data sources.
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Papers
cs.CLcs.IRRecentMay 29, 2026
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory
Han Zhang, Zihao Tang, Xin Yu, Xiao Liu +7 more
The paper introduces RHELM, a new benchmark designed to test LLMs' long-term memory by simulating realistic, complex, and evolving dialogues that integrate multiple heterogeneous data sources.
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cs.CRcs.AIRecentMay 6, 2026