Lan-Zhe Guo

Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data

Lan-Zhe Guo, Zhenyu Zhang, Yuan Jiang et al. · International Conference on Machine Learning · 2020 · 80 citations

Computing, Computer Science, Machine Learning +10

Interactive Graph Construction for Graph-Based Semi-Supervised Learning

Changjian Chen, Zhaowei Wang, Jing Wu et al. · IEEE Transactions on Visualization and Computer Graphics · 2021 · 45 citations

Computing, Visualization, Data Visualization +13

USB: A Unified Semi-supervised Learning Benchmark for Classification

Yidong Wang, Hao Chen, Yue Fan et al. · arXiv (Cornell University) · 2022 · 42 citations · Full text

Computing, Computer Engineering, Computer Science +16

Learning safe multi-label prediction for weakly labeled data

Tong Wei, Lan-Zhe Guo, Yu-Feng Li et al. · Machine Learning · 2017 · 36 citations · Full text

Computing, Data Science, Machine Learning +3

Learning from group supervision: the impact of supervision deficiency on multi-label learning

Miao Xu, Lan-Zhe Guo · Science China Information Sciences · 2021 · 23 citations

Computing, Psychology, Machine Learning +9