Kun-Peng Ning
7 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🏃 Academic Marathon (5)
🌉
Interdisciplinary Bridge
❓
The Questioner
Conferences
AAAI (2)
COLING (1)
CVPR (1)
ECCV (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
active learning
(3)
continual learning
(1)
catastrophic forgetting
(1)
sampling strategy
(1)
model robustness
(1)
distributed learning
(1)
query learning
(1)
gaussian mixture model
(1)
adversarial perturbation
(1)
low-rank adaptation
(1)
annotation cost
(1)
parameter space
(1)
asynchronous learning
(1)
label querying
(1)
safety vulnerability
(1)
harmful behavior
(1)
large language model
(1)
language model safety
(1)
parameter collision
(1)
task orthogonality
(1)
Papers
AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
AAAI 2026
PiCO: Peer Review in LLMs based on Consistency Optimization
ICLR 2025
Is Parameter Collision Hindering Continual Learning in LLMs?
COLING 2025
Bidirectional Uncertainty-Based Active Learning for Open-Set Annotation
ECCV 2024
Active Learning for Open-Set Annotation
CVPR 2022
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries
AAAI 2021
Asynchronous Active Learning with Distributed Label Querying
IJCAI 2021