Qiongxiu Li
4 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
multilingual nlp
(1)
cross-lingual transfer
(1)
information leakage
(1)
membership inference
(1)
training datum
(1)
personally identifiable information
(1)
multilingual embedding
(1)
multilingual language model
(1)
multilingual large language model
(1)
security vulnerability
(1)
linguistic typology
(1)
language confusion
(1)
llm security
(1)
language entropy
(1)
large language model
(1)
language similarity
(1)
language model security
(1)
memorization analysis
(1)
graph-based correlation
(1)
training data scarcity
(1)
Papers
Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework
ACL 2026
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
EMNLP 2025
ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification
ICLR 2025
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis
NAACL 2025