Shen-Huan Lyu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Feature Importance

Maximal Cliques

Decision Tree Learning Algorithm

Top Venues

Publications

Shen-Huan Lyu, Jin-Hui Wu, Qin-Cheng Zheng, Baoliu Ye
The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest. CoRR (2024)
Yi-Xiao He, Dan-Xuan Liu, Shen-Huan Lyu, Chao Qian, Zhi-Hua Zhou
Multi-class imbalance problem: A multi-objective solution. Inf. Sci. 680 (2024)
Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian
Confidence-aware Contrastive Learning for Selective Classification. CoRR (2024)
Yi-Xiao He, Shen-Huan Lyu, Yuan Jiang
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance. CoRR (2023)
Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
On the Consistency Rate of Decision Tree Learning Algorithms. AISTATS (2023)
Shen-Huan Lyu, Yi-Xiao He, Zhi-Hua Zhou
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest. NeurIPS (2022)
Shen-Huan Lyu, Lu Wang, Zhi-Hua Zhou
Improving generalization of deep neural networks by leveraging margin distribution. Neural Networks 151 (2022)
Yi-He Chen, Shen-Huan Lyu, Yuan Jiang
Improving Deep Forest by Exploiting High-order Interactions. ICDM (2021)
Shen-Huan Lyu, Liang Yang, Zhi-Hua Zhou
A Refined Margin Distribution Analysis for Forest Representation Learning. NeurIPS (2019)