Kun-Peng Ning
7 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Taxonomy Completionist
(11)
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The Questioner
Top co-authors
Research topics
Keywords
active learning
(3)
large language model
(2)
catastrophic forgetting
(1)
sampling strategy
(1)
model robustness
(1)
distributed learning
(1)
query learning
(1)
unsupervised evaluation
(1)
gaussian mixture model
(1)
adversarial perturbation
(1)
low-rank adaptation
(1)
annotation cost
(1)
model ranking
(1)
parameter space
(1)
asynchronous learning
(1)
label querying
(1)
peer review
(1)
safety vulnerability
(1)
harmful behavior
(1)
language model safety
(1)
Papers
AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
AAAI 2026
Is Parameter Collision Hindering Continual Learning in LLMs?
COLING 2025
PiCO: Peer Review in LLMs based on Consistency Optimization
ICLR 2025
Bidirectional Uncertainty-Based Active Learning for Open-Set Annotation
ECCV 2024
Active Learning for Open-Set Annotation
CVPR 2022
Asynchronous Active Learning with Distributed Label Querying
IJCAI 2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries
AAAI 2021