Changnan Xiao
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(12)
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
out-of-distribution detection
(3)
continual learning
(3)
catastrophic forgetting
(3)
class incremental learning
(2)
feature representation
(1)
exploration exploitation
(1)
policy iteration
(1)
prototype-based classification
(1)
neural collapse
(1)
behavior policy
(1)
data distribution
(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
NIPS 2022
Generalized Data Distribution Iteration
ICML 2022