Amber Yijia Zheng
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Privacy
(1)
Keywords
model immunization
(2)
image generation
(1)
regularization
(1)
transfer learning
(1)
label propagation
(1)
machine unlearning
(1)
pretraining
(1)
message passing
(1)
nonparametric model
(1)
hessian matrix
(1)
condition number
(1)
bilevel optimization
(1)
knowledge graph embedding
(1)
model weight
(1)
semi-parametric model
(1)
graph neural network
(1)
image classification
(1)
differentiable model merging
(1)
Papers
Designing to Forget: Deep Semi-parametric Models for Unlearning
CVPR 2026
Model Immunization from a Condition Number Perspective
ICML 2025
Multi-concept Model Immunization through Differentiable Model Merging
AAAI 2025
Graph Machine Learning through the Lens of Bilevel Optimization
AISTATS 2024
IMMA: Immunizing text-to-image Models against Malicious Adaptation
ECCV 2024
Learning to Obstruct Few-Shot Image Classification over Restricted Classes
ECCV 2024