Changnan Xiao
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
π
Grand Slam
Venues
Top co-authors
Research topics
Keywords
catastrophic forgetting
(3)
out-of-distribution detection
(3)
continual learning
(3)
class-incremental learning
(2)
chain-of-thought reasoning
(1)
feature representation
(1)
exploration exploitation
(1)
policy iteration
(1)
prototype-based classification
(1)
neural collapse
(1)
behavior policy
(1)
data distribution
(1)
length generalization
(1)
task incremental learning
(1)
within-task prediction
(1)
deep reinforcement learning
(1)
task-id prediction
(1)
sample efficiency
(1)
probabilistic modeling
(1)
structure learning
(1)
Papers
Continual Out-of-Distribution Detection with Analytic Neural Collapse
AAAI 2026
Generalizing Reasoning Problems to Longer Lengths
ICLR 2025
Learnability and Algorithm for Continual Learning
ICML 2023
A Theoretical Study on Solving Continual Learning
NeurIPS 2022
Generalized Data Distribution Iteration
ICML 2022