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2020 – today
- 2024
[j10]Dezhen Zhang, Shuhua Gao, Zhi-Ping Liu
, Rui Gao:
LogicGep: Boolean networks inference using symbolic regression from time-series transcriptomic profiling data. Briefings Bioinform. 25(4) (2024)- [j9]Shuhua Gao, Jun-e Feng, Zezheng Li, Cheng Xiang:
Minimum-Time Control of Boolean Control Networks: A Fast Graphical Approach. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 742-746 (2024) - [j8]Shuhua Gao, Raiyan bin Zulkifli Lee, Zhenhao Huang, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee:
A Hybrid Approach for Home Energy Management With Imitation Learning and Online Optimization. IEEE Trans. Ind. Informatics 20(3): 4527-4539 (2024) - [j7]Zhenhao Huang, Jing Wang, Xuezhong Fan, Renfeng Yue, Cheng Xiang, Shuhua Gao:
Economical Electric Vehicle Charging Scheduling via Deep Imitation Learning. IEEE Trans. Intell. Transp. Syst. 25(11): 18196-18210 (2024) - [j6]Yue Qu, Hongqing Chu, Shuhua Gao, Jun Guan, Haoqi Yan, Liming Xiao, Shengbo Eben Li, Jingliang Duan:
RL-Driven MPPI: Accelerating Online Control Laws Calculation With Offline Policy. IEEE Trans. Intell. Veh. 9(2): 3605-3616 (2024) - [c10]Yunyi Zhao, Shuhua Gao, Jing Wang, Congcong Li, Ming Yu, Cheng Xiang:
Online Cooperative Optimal Power Scheduling of Multiple Microgrids via Hierarchical Imitation Learning. ICCA 2024: 30-35 - 2023
- [c9]Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee:
On Solar Photovoltaic Parameter Estimation: Global Optimality Analysis and a Simple Efficient Differential Evolution Method. CDC 2023: 2563-2569 - [c8]Shuhua Gao, Qian Wang, Yakun Li, Zezheng Li, Cheng Xiang:
Robust Set Stabilization of Boolean Control Networks: an Efficient Approach based on Reverse Set Propagation. CDC 2023: 8343-8348 - [c7]Yudi Zhang, Shuhua Gao, Jian Ge, Hongfeng Ji, Cheng Xiang:
Multistep Model Predictive Torque Control for Induction Motor via Imitation Learning. IECON 2023: 1-6 - 2022
- [j5]Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee:
Infinite-Horizon Optimal Control of Switched Boolean Control Networks With Average Cost: An Efficient Graph-Theoretical Approach. IEEE Trans. Cybern. 52(4): 2314-2328 (2022) - [j4]Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee:
Learning Asynchronous Boolean Networks From Single-Cell Data Using Multiobjective Cooperative Genetic Programming. IEEE Trans. Cybern. 52(5): 2916-2930 (2022) - [j3]Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee:
Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. IEEE Trans. Neural Networks Learn. Syst. 33(1): 157-171 (2022) - [j2]Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee:
Online Optimal Power Scheduling of a Microgrid via Imitation Learning. IEEE Trans. Smart Grid 13(2): 861-876 (2022) - [c6]Yueyang Liu, Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan:
Distributed Optimal Energy Management of a Microgrid Community. ICCA 2022: 832-837 - 2021
- [j1]Shuhua Gao, Cheng Xiang, Tong Heng Lee:
Set Invariance and Optimal Set Stabilization of Boolean Control Networks: A Graphical Approach. IEEE Trans. Control. Netw. Syst. 8(1): 400-412 (2021) - [c5]Yinjie Ni, Shuhua Gao, Sunan Huang, Cheng Xiang, Qinyuan Ren, Tong Heng Lee:
Multi-Agent Cooperative Pursuit-Evasion Control Using Gene Expression Programming. IECON 2021: 1-6 - [c4]Shuhua Gao, Cheng Xiang, Tong Heng Lee:
Highly efficient photovoltaic parameter estimation using parallel particle swarm optimization on a GPU. ISIE 2021: 1-7 - 2020
- [c3]Shuhua Gao, Cheng Xiang, Tong Heng Lee:
Optimal Control of Boolean Control Networks with Discounted Cost: An Efficient Approach based on Deterministic Markov Decision Process. ICCA 2020: 588-593 - [i3]Shuhua Gao, Cheng Xiang, Tong Heng Lee:
Optimal Control of Boolean Control Networks with Discounted Cost: An Efficient Approach based on Deterministic Markov Decision Process. CoRR abs/2003.06154 (2020) - [i2]Shuhua Gao, Cheng Xiang, Yu Ming, Tan Kuan Tak, Tong Heng Lee:
Rethinking solar photovoltaic parameter estimation: global optimality analysis and a simple efficient differential evolution method. CoRR abs/2011.12114 (2020)
2010 – 2019
- 2019
- [i1]Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee:
Infinite-Horizon Optimal Control of Switched Boolean Control Networks with Average Cost: An Efficient Graph-Theoretical Approach. CoRR abs/1910.08718 (2019) - 2018
- [c2]Shuhua Gao, Cheng Xiang, Changkai Sun, Kairong Qin, Tong Heng Lee:
Efficient Boolean Modeling of Gene Regulatory Networks via Random Forest Based Feature Selection and Best-Fit Extension. ICCA 2018: 1076-1081 - 2017
- [c1]Xiaoling Wu, Shuhua Gao, Dong-Yan Huang, Cheng Xiang:
Voichap: A standalone real-time voice change application on iOS platform. APSIPA 2017: 728-732
Coauthor Index
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