https://www.chenshaowen.com/en/tags/papers/Recent content in Papers on Shaowen Chen's WebsiteHugo -- gohugo.ioen©2016 - {year}, All Rights Reserved.Sat, 05 Jul 2025 00:00:00 +0000weeklyhttps://www.chenshaowen.com/en/blog/ai-related-papers.htmlSat, 05 Jul 2025 00:00:00 +0000Sat, 05 Jul 2025 00:00:00 +0000https://www.chenshaowen.com/en/blog/ai-related-papers.html2025 Intrinsic Fingerprint of LLMs [Published: 07-04] View The paper proposes a robust fingerprinting method based on the inter-layer standard-deviation distribution pattern of attention parameter matrices (Q/K/V/O), used to detect lineage relationships between large language models (LLMs) — for example, whether one model was derived from another through continued training, fine-tuning, or an upgrade.微信公众号AIPapersStorageLLM