Yaxin Xiao
7 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
AAAI (3)
ACL (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
model extraction
(3)
membership inference
(2)
privacy attack
(2)
transfer learning
(1)
policy gradient
(1)
preference learning
(1)
knowledge distillation
(1)
privacy preservation
(1)
machine unlearning
(1)
intellectual property
(1)
query efficiency
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
natural gradient descent
(1)
adversarial attack
(1)
generative model
(1)
language model
(1)
model inversion attack
(1)
approximate unlearning
(1)
text corpus
(1)
Papers
Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks
AAAI 2026
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
AAAI 2025
Exploring Intrinsic Alignments Within Text Corpus
AAAI 2025
Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
ICCV 2025
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
ICML 2025
βYes, My LoRD.β Guiding Language Model Extraction with Locality Reinforced Distillation
ACL 2025
MExMI: Pool-based Active Model Extraction Crossover Membership Inference
NIPS 2022