Kun-Peng Ning

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Selective Sampling

Annotation Effort

Distinctive Features

Active Learning

Top Venues

Publications

Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning, Haibo Ye, Sheng-Jun Huang
Bidirectional Uncertainty-Based Active Learning for Open Set Annotation. CoRR (2024)
Kun-Peng Ning, Shuo Yang, Yu-Yang Liu, Jia-Yu Yao, Zhen-Hui Liu, Yu Wang, Ming Pang, Li Yuan
Peer-review-in-LLMs: Automatic Evaluation Method for LLMs in Open-environment. CoRR (2024)
Kun-Peng Ning, Ming Pang, Zheng Fang, Xue Jiang, Xi-Wei Zhao, Chang-Ping Peng, Zhan-Gang Lin, Jing-He Hu, Jing-Ping Shao
Towards Better Query Classification with Multi-Expert Knowledge Condensation in JD Ads Search. CoRR (2023)
Jia-Yu Yao, Kun-Peng Ning, Zhen-Hui Liu, Mu-Nan Ning, Li Yuan
LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples. CoRR (2023)
Kun-Peng Ning, Xun Zhao, Yu Li, Sheng-Jun Huang
Active Learning for Open-set Annotation. CoRR (2022)
Kun-Peng Ning, Xun Zhao, Yu Li, Sheng-Jun Huang
Active Learning for Open-set Annotation. CVPR (2022)
Kun-Peng Ning, Hu Xu, Kun Zhu, Sheng-Jun Huang
Co-Imitation Learning without Expert Demonstration. CoRR (2021)
Kun-Peng Ning, Lue Tao, Songcan Chen, Sheng-Jun Huang
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries. CoRR (2021)
Kun-Peng Ning, Lue Tao, Songcan Chen, Sheng-Jun Huang
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries. AAAI (2021)
Sheng-Jun Huang, Chen-Chen Zong, Kun-Peng Ning, Hai-Bo Ye
Asynchronous Active Learning with Distributed Label Querying. IJCAI (2021)
Kun-Peng Ning, Sheng-Jun Huang
Reinforcement Learning with Supervision from Noisy Demonstrations. CoRR (2020)