Xuebing Zhou
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
⚡
Prolific Year
(6)
Conferences
AACL (2)
IJCNLP (2)
ACL (1)
EMNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
privacy leakage
(4)
large language model
(2)
pretrained language model
(2)
adversarial attack
(2)
text anonymization
(2)
model memorization
(2)
private attribute
(2)
pii leakage
(1)
training data extraction
(1)
contextual integrity
(1)
threat model
(1)
data extraction
(1)
personal identifiable information
(1)
text utility
(1)
lora distillation
(1)
feature intervention
(1)
privacy violation
(1)
pii extraction
(1)
attribute leakage
(1)
social context
(1)
Papers
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders
EMNLP 2025
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
AACL 2025
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
NAACL 2025
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
AACL 2025
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
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
ACL 2024