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2020 – today
- 2024
[j5]Avishai Halev
, Yongshuai Liu, Xin Liu:
Microgrid control under uncertainty. Eng. Appl. Artif. Intell. 138: 109360 (2024)- 2023
- [c8]Yongshuai Liu, Xin Liu:
Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning. ICAART (2) 2023: 380-391 - 2022
- [j4]Yuanshuo Hao, Faris Rafi Almay Widagdo, Xin Liu, Yongshuai Liu, Lihu Dong, Fengri Li:
A Hierarchical Region-Merging Algorithm for 3-D Segmentation of Individual Trees Using UAV-LiDAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - 2021
- [c7]Yongshuai Liu, Xin Liu:
CTS2: Time Series Smoothing with Constrained Reinforcement Learning. ACML 2021: 363-378 - [c6]Yongshuai Liu, Jiaxin Ding, Zhi-Li Zhang, Xin Liu:
CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing. IEEE BigData 2021: 1427-1437 - [c5]Yongshuai Liu, Avishai Halev, Xin Liu:
Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey. IJCAI 2021: 4508-4515 - [c4]Yongshuai Liu, Jiaxin Ding, Xin Liu:
Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning. Networking 2021: 1-3 - [i3]Yongshuai Liu, Jiaxin Ding, Zhi-Li Zhang, Xin Liu:
CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing. CoRR abs/2111.08397 (2021) - 2020
- [j3]Li Lu, Lingshuang Liu, Muhammad Jawad Hussain, Yongshuai Liu:
I Sense You by Breath: Speaker Recognition via Breath Biometrics. IEEE Trans. Dependable Secur. Comput. 17(2): 306-319 (2020) - [c3]Yongshuai Liu, Jiaxin Ding, Xin Liu:
IPO: Interior-Point Policy Optimization under Constraints. AAAI 2020: 4940-4947 - [c2]Yongshuai Liu, Jiaxin Ding, Xin Liu:
A Constrained Reinforcement Learning Based Approach for Network Slicing. ICNP 2020: 1-6
2010 – 2019
- 2019
- [i2]Yongshuai Liu, Jiaxin Ding, Xin Liu:
IPO: Interior-point Policy Optimization under Constraints. CoRR abs/1910.09615 (2019) - 2018
- [c1]Yongshuai Liu, Jiyu Chen, Hao Chen:
Less is More: Culling the Training Set to Improve Robustness of Deep Neural Networks. GameSec 2018: 102-114 - [i1]Yongshuai Liu, Jiyu Chen, Hao Chen:
Less is More: Culling the Training Set to Improve Robustness of Deep Neural Networks. CoRR abs/1801.02850 (2018) - 2015
- [j2]Hong Qu, Xiurui Xie, Yongshuai Liu, Malu Zhang, Li Lu:
Improved perception-based spiking neuron learning rule for real-time user authentication. Neurocomputing 151: 310-318 (2015) - [j1]Li Lu, Yongshuai Liu:
Safeguard: User Reauthentication on Smartphones via Behavioral Biometrics. IEEE Trans. Comput. Soc. Syst. 2(3): 53-64 (2015)
Coauthor Index
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