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Shen-Huan Lyu
Researcher, College of Computer Science and Software Engneering, Hohai University
Joined
September 2018
Names
Shen-Huan Lyu
(Preferred)
,
Shenhuan Lv
,
Shenhuan Lyu
Emails
****@lamda.nju.edu.cn
(Confirmed)
,
****@hhu.edu.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Researcher
College of Computer Science and Software Engneering,
Hohai University
(hhu.edu.cn)
2022
–
2026
PhD student
Department of Computer Science and Technology,
Nanjing University
(nju.edu.cn)
2017
–
2022
Undergrad student
Department of Statistics,
University of Science and Technology of China
(ustc.edu.cn)
2013
–
2017
Advisors, Relations & Conflicts
Coworker
Zhihao Qu
2023
–
Present
Coauthor
Yi-Xiao He
2022
–
Present
Coauthor
Chao Qian
2022
–
Present
Postdoc Advisor
Baoliu Ye
2022
–
2026
PhD Advisor
Zhihua Zhou
2017
–
2022
Expertise
open environment machine learning
2023
–
2030
ensemble learning
2019
–
2030
deep learning
2017
–
2030
Publications
Learning Semantic Boundaries: An Adaptive Structural Loss for Multi-Label Contrastive Learning
Ning Chen
,
Shen-Huan Lyu
,
Yanyan Wang
,
Bin Tang
OpenReview Archive Direct Upload
Readers:
Everyone
Compressing model with few class-imbalance samples: An out-of-distribution expedition
Tian-Shuang Wu
,
Shen-Huan Lyu
,
Yanyan Wang
,
Ning Chen
,
Zhihao Qu
,
Baoliu Ye
Pattern Recognition Letters
Readers:
Everyone
Improving multi-label contrastive learning by leveraging label distribution
Ning Chen
,
Shen-Huan Lyu
,
Tian-Shuang Wu
,
Yanyan Wang
,
Bin Tang
Pattern Recognition
Readers:
Everyone
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance
Yi-Xiao He
,
Shen-Huan Lyu
,
Yuan Jiang
ACM Transactions on Knowledge Discovery from Data
Readers:
Everyone
Enhance learning efficiency of oblique decision tree via feature concatenation
Shen-Huan Lyu
,
Yi-Xiao He
,
Yanyan Wang
,
Zhihao Qu
,
Bin Tang
,
Baoliu Ye
Information Sciences
Readers:
Everyone
Theoretical Investigation on Inductive Bias of Isolation Forest
Qin-Cheng Zheng
,
Shao-Qun Zhang
,
Shen-Huan Lyu
,
Yuan Jiang
,
Zhi-Hua Zhou
CoRR 2025
Readers:
Everyone
Compressing Model with Few Class-Imbalance Samples: An Out-of-Distribution Expedition
Tian-Shuang Wu
,
Shen-Huan Lyu
,
Ning Chen
,
Zhihao Qu
,
Baoliu Ye
CoRR 2025
Readers:
Everyone
Enhance Learning Efficiency of Oblique Decision Tree via Feature Concatenation
Shen-Huan Lyu
,
Yi-Xiao He
,
Yanyan Wang
,
Zhihao Qu
,
Bin Tang
,
Baoliu Ye
CoRR 2025
Readers:
Everyone
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution
Ning Chen
,
Shen-Huan Lyu
,
Tian-Shuang Wu
,
Yanyan Wang
,
Bin Tang
CoRR 2025
Readers:
Everyone
Offline Model-Based Optimization by Learning to Rank
Rong-Xi Tan
,
Ke Xue
,
Shen-Huan Lyu
,
Haopu Shang
,
Yao Wang
,
Yaoyuan Wang
,
Sheng Fu
,
Chao Qian
ICLR 2025
Readers:
Everyone
View all 34 publications
Co-Authors
Baoliu Ye
Bin Tang
Chao Qian
Dan-Xuan Liu
Fu Sheng
Guangfei Qi
Haopu Shang
Jia Liu
Jin-Hui Wu
Ke Xue
Liang Yang
Lu Wang
Miao Cai
Ning Chen
Ninghui Jia
Qin-Cheng Zheng
Rong-Xi Tan
Shao-Qun Zhang
Sheng Fu
Tian-Shuang Wu
Wenxuan Zhou
Xiangyu Wang
Yanyan Wang
Yao Wang
Yaoyuan Wang
View all 32 co-authors