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The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
Self-improving large language models (LLMs) – i.e., to improve the performance of an LLM by fine-tuning it with synthetic data …
Yutao Sun
,
Mingshuai Chen
,
Tiancheng Zhao
,
Ruochen Xu
,
Zilun Zhang
,
Jianwei Yin
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PA-Boot: A Formally Verified Authentication Protocol for Multiprocessor Secure Boot
Hardware supply-chain attacks are raising significant security threats to the boot process of multiprocessor systems. This paper …
Zhuoruo Zhang
,
Rui Chang
,
Mingshuai Chen
,
Wenbo Shen
,
Bo Feng
,
Chenyang Yu
,
He Huang
,
Qinming Dai
,
Yongwang Zhao
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DOI
On Termination of Polynomial Programs with Equality Conditions
We investigate the termination problem of a family of multi-path polynomial programs (MPPs), in which all assignments to program …
Yangjia Li
,
Naijun Zhan
,
Mingshuai Chen
,
Hui Lu
,
Guohua Wu
,
Joost-Pieter Katoen
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