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Lan-Zhe Guo
Lan-Zhe Guo
LAMDA Group, Nanjing University
在 lamda.nju.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Safe deep semi-supervised learning for unseen-class unlabeled data
LZ Guo, ZY Zhang, Y Jiang, YF Li, ZH Zhou
International Conference on Machine Learning, 3897-3906, 2020
632020
Towards safe weakly supervised learning
YF Li, LZ Guo, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence 43 (1), 334-346, 2019
622019
Learning safe multi-label prediction for weakly labeled data
T Wei, LZ Guo, YF Li, W Gao
Machine Learning 107 (4), 703-725, 2018
322018
Learning from group supervision: the impact of supervision deficiency on multi-label learning
M Xu, LZ Guo
Science China Information Sciences 64 (3), 1-13, 2021
132021
A general formulation for safely exploiting weakly supervised data
LZ Guo, YF Li
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
122018
Record: resource constrained semi-supervised learning under distribution shift
LZ Guo, Z Zhou, YF Li
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
102020
Robust semi-supervised representation learning for graph-structured data
LZ Guo, T Han, YF Li
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 131-143, 2019
42019
STEP: Out-of-Distribution Detection in the Presence of Limited In-distribution Labeled Data
Z Zhou, LZ Guo, Z Cheng, YF Li, S Pu
Advances in Neural Information Processing Systems 34, 29168-29180, 2021
32021
Interactive graph construction for graph-based semi-supervised learning
C Chen, Z Wang, J Wu, X Wang, LZ Guo, YF Li, S Liu
IEEE Transactions on Visualization and Computer Graphics 27 (9), 3701-3716, 2021
32021
Weakly supervised learning meets ride-sharing user experience enhancement
LZ Guo, F Kuang, ZX Liu, YF Li, N Ma, XH Qie
arXiv preprint arXiv:2001.09027, 2020
32020
Reliable weakly supervised learning: Maximize gain and maintain safeness
LZ Guo, YF Li, M Li, JF Yi, BW Zhou, ZH Zhou
arXiv preprint arXiv:1904.09743, 2019
32019
Learning from imbalanced and incomplete supervision with its application to ride-sharing liability judgment
LZ Guo, Z Zhou, JJ Shao, Q Zhang, F Kuang, GL Li, ZX Liu, GB Wu, N Ma, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
22021
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience
LZ Guo, F Kuang, ZX Liu, YF Li, N Ma, XH Qie
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4052-4059, 2020
22020
Large margin graph construction for semi-supervised learning
LZ Guo, SB Wang, YF Li
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 1030-1033, 2018
12018
Transfer and Share: Semi-Supervised Learning from Long-Tailed Data
T Wei, QY Liu, JX Shi, WW Tu, LZ Guo
arXiv preprint arXiv:2205.13358, 2022
2022
Robust Deep Semi-Supervised Learning: A Brief Introduction
LZ Guo, Z Zhou, YF Li
arXiv preprint arXiv:2202.05975, 2022
2022
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