Xueying Zhan
6 papers · 2017–2025 · 6 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 ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(18)
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Research
(1)
Techniques
(1)
Keywords
active learning
(4)
query strategy
(2)
efficient training
(1)
adversarial robustness
(1)
few-shot learning
(1)
probabilistic inference
(1)
parameter estimation
(1)
self-supervised learning
(1)
generalization error
(1)
importance weighting
(1)
bilevel optimization
(1)
label efficiency
(1)
asymptotic optimality
(1)
deep neural network
(1)
data selection
(1)
uncertainty estimation
(1)
labeled data
(1)
masked autoencoder
(1)
cryo-electron microscopy
(1)
particle picking
(1)
Papers
AutoAL: Automated Active Learning with Differentiable Query Strategy Search
ICML 2025
CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders
WACV 2025
Deep Active Learning with Noise Stability
AAAI 2024
Asymptotic optimality for active learning processes
UAI 2022
A Comparative Survey: Benchmarking for Pool-based Active Learning
IJCAI 2021
A Network Framework for Noisy Label Aggregation in Social Media
ACL 2017