Xuebing Zhou
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
model memorization
(2)
privacy leakage
(2)
low-rank adaptation
(1)
sparse autoencoder
(1)
training data privacy
(1)
privacy protection
(1)
pre-trained language model
(1)
pii leakage
(1)
training data extraction
(1)
contextual integrity
(1)
text anonymization
(1)
data extraction
(1)
personal identifiable information
(1)
private attribute
(1)
text utility
(1)
lora distillation
(1)
feature intervention
(1)
large language model
(1)
privacy violation
(1)
attribute leakage
(1)
Papers
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
IJCNLP 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
IJCNLP 2025
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
NAACL 2025
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders
EMNLP 2025
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
ACL 2024