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Xiaojiang Du

2 accepted papers

2026

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

AAAI 2026technical

Given the high cost of large language model (LLM) training from scratch, safeguarding LLM intellectual property (IP) becomes increasingly crucial. As the standard paradigm for IP ownership verification, LLM fingerprinting thus plays a vital role in addressing this challenge. Existing LLM fingerprint

Cited by 0SourcePDFScholar
2025

GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs

ICML 2025poster

Large language model (LLM) unlearning has demonstrated its essential role in removing privacy and copyright-related responses, crucial for their legal and safe applications. However, the pursuit of complete unlearning often comes with substantial costs due to its compromises in their general functio…

Cited by 0SourcePDFScholar