Nassim Walha
3 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AACL (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
privacy leakage
(2)
text anonymization
(2)
large language model
(2)
private attribute
(2)
on-device model
(1)
text utility
(1)
lora distillation
(1)
attribute leakage
(1)
llm-based randomization
(1)
von neumann entropy
(1)
uncertainty decomposition
(1)
epistemic uncertainty
(1)
spectral uncertainty
(1)
low-rank adaptation
(1)
privacy protection
(1)
aleatoric uncertainty
(1)
Papers
Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach
AAAI 2026
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