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2020 – today
- 2025
[c8]Bingchen Wang, Zhaoxuan Wu, Fusheng Liu, Bryan Kian Hsiang Low:
Paid with Models: Optimal Contract Design for Collaborative Machine Learning. AAAI 2025: 14176-14183- [c7]Fusheng Liu, Qianxiao Li:
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models. ICLR 2025 - 2024
- [c6]Fusheng Liu, Qianxiao Li:
From Generalization Analysis to Optimization Designs for State Space Models. ICML 2024 - [c5]Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong-Li Lee, Wynne Hsu:
Cross-Domain Feature Augmentation for Domain Generalization. IJCAI 2024: 1146-1154 - [i6]Fusheng Liu, Qianxiao Li:
From Generalization Analysis to Optimization Designs for State Space Models. CoRR abs/2405.02670 (2024) - [i5]Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong-Li Lee, Wynne Hsu:
Cross-Domain Feature Augmentation for Domain Generalization. CoRR abs/2405.08586 (2024) - [i4]Fusheng Liu, Qianxiao Li:
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models. CoRR abs/2411.19455 (2024) - [i3]Bingchen Wang, Zhaoxuan Wu, Fusheng Liu, Bryan Kian Hsiang Low:
Paid with Models: Optimal Contract Design for Collaborative Machine Learning. CoRR abs/2412.11122 (2024) - 2023
- [j9]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) - [i2]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 abs/2302.11751 (2023) - 2022
- [j8]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: 116547 (2022) - [j7]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): 947-961 (2022) - [j6]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): 1242-1255 (2022) - [j5]Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li:
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality. Trans. Mach. Learn. Res. 2022 (2022) - [c4]Yingtian Zou, Fusheng Liu, Qianxiao Li:
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate. ICLR 2022 - [i1]Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li:
Connecting Optimization and Generalization via Gradient Flow Path Length. CoRR abs/2202.10670 (2022) - 2021
- [j4]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): 577-588 (2021) - [j3]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): 4512 (2021) - [c3]Fusheng Liu, Lei Jiang, Xuelong Li, Xinxin Liu, Ruina Dang, Wei Wang:
WPFBot: A Novel and Highly Mobile Amphibious Robot. ICIRA (4) 2021: 226-235 - 2020
- [j2]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): 106-115 (2020)
2010 – 2019
- 2017
- [j1]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): 151-160 (2017) - [c2]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: 181-183 - [c1]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: 392-397
Coauthor Index
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