Fusheng Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Monocular Vision

Machine Learning

Generalization Bounds

Top Venues

Trans. Mach. Learn. Res.

Publications

Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong-Li Lee, Wynne Hsu
Cross-Domain Feature Augmentation for Domain Generalization. CoRR (2024)
Fusheng Liu, Qianxiao Li
From Generalization Analysis to Optimization Designs for State Space Models. CoRR (2024)
Naibo Wang, Wenjie Feng, Yuchen Deng, Moming Duan, Fusheng Liu, See-Kiong Ng
Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning. Trans. Mach. Learn. Res. 2023 (2023)
Naibo Wang, Wenjie Feng, Fusheng Liu, Moming Duan, See-Kiong Ng
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model Market. CoRR (2023)
Yingtian Zou, Fusheng Liu, Qianxiao Li
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate. ICLR (2022)
Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li
Connecting Optimization and Generalization via Gradient Flow Path Length. CoRR (2022)
Jiang Shen, Fusheng Liu, Man Xu, Lipeng Fu, Zhenhe Dong, Jiachao Wu
Decision support analysis for risk identification and control of patients affected by COVID-19 based on Bayesian Networks. Expert Syst. Appl. 196 (2022)
Xuelong Li, Lei Jiang, Xinxin Liu, Ruina Dang, Fusheng Liu, Wang Wei, Tong Zhang, Guo-Shun Wang
Modeling and implementation of a novel amphibious robot with multimode motion. Ind. Robot 49 (5) (2022)
Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality. Trans. Mach. Learn. Res. 2022 (2022)
Fusheng Liu, Zhihang He, Yue Qiao, Xinxin Liu, Xuelong Li, Wang Wei, Bo Su, Ruina Dang
Optimization-based hexapod robot locomotion generation. Ind. Robot 49 (6) (2022)
Shouzhi Chang, Zongming Wang, Dehua Mao, Fusheng Liu, Lina Lai, Hao Yu
Identifying Urban Functional Areas in China's Changchun City from Sentinel-2 Images and Social Sensing Data. Remote. Sens. 13 (22) (2021)
Fusheng Liu, Lei Jiang, Xuelong Li, Xinxin Liu, Ruina Dang, Wei Wang
WPFBot: A Novel and Highly Mobile Amphibious Robot. ICIRA (4) (2021)
Yanzhang Yao, Wei Wang, Yue Qiao, Zhihang He, Fusheng Liu, Xuelong Li, Xinxin Liu, Dehua Zou, Tong Zhang
A novel series-parallel hybrid robot for climbing transmission tower. Ind. Robot 48 (4) (2021)
Qiang Yue, Fusheng Liu, Changqing Song, Jing Liang, Yanmin Liu, Guangsheng Cao
Exploration and application of the value of big data based on data-driven techniques for the hydraulic internet of things. Int. J. Embed. Syst. 12 (1) (2020)
Qiang Yue, Fusheng Liu, Changqing Song, Yanmin Liu, Ning Cao, Russell Higgs, Junqing Li, Gregory M. P. O'Hare, Cuinan Yang, Qiang Zhou
A Study on the Reservoir Intelligent Inspection System Based on the Internet of Things Technology. CSE/EUC (2) (2017)
Peng Zhang, Qian Zhang, Fusheng Liu, Junqing Li, Ning Cao, Changqing Song
The Construction of the Integration of Water and Fertilizer Smart Water Saving Irrigation System Based on Big Data. CSE/EUC (2) (2017)
Peng Zhang, Qian Zhang, Fusheng Liu, Ning Cao, Changqing Song, Junqing Li, Yanmin Liu, Cuinan Yang, Russell Higgs, Gregory M. P. O'Hare, Lina Xu
The construction of winter wheat smart water saving irrigation system based on big data and internet of things. Int. J. High Perform. Syst. Archit. 7 (3) (2017)