
电子与信息工程学院/集成电路学院教授、博导、博士后合作导师,广西类脑计算与智能芯片重点实验室主任。
1.广西杰青、广西八桂青年拔尖人才、网信创新人才支持计划,广西高层次人才、广西高校引进海外高层次人才百人计划、2022/23/24年全球前2%顶尖科学家榜单,获2021年广西自然科学奖三等奖一项(1/3)、2023年第十七届广西青年科技奖。
2.SCI二区期刊Neurocomputing编委,广西青年科技工作者协会理事。
3.主持国家自然科学基金2项、省部级项目4项、IEEE ISCAS国际青年学者培育项目1项等。以第一/通讯作者在TNNLS、TCAS-I、TCAD、TVT、TCBB等期刊发表论文30余篇,共发表学术论文100多篇,谷歌学术引用3700多次、h指数31。
Email: junxiu6@outlook.com
[1] Junxiu Liu, Jufang Dai, Qiang Fu, Min Su, Yuling Luo, Sheng Qin, Su Yang, Lingxi Ma, Enhancing the Robustness of Random Boolean Networks by Epigenetic Regulation, IEEE Transactions on Computational Biology and Bioinformatics, 22(1):261-270, 3 Jan 2025.
[2] Junxiu Liu, Shaodong Huang, Qiang Fu, Yuling Luo, Sheng Qin, Yi Cao, Jia Zhai, Su Yang, The open banking era: an optimal model for the emergency fund, Expert Systems with Applications, 244(1):1-18, 15 June 2024.
[3] Junxiu Liu, Sheng Qin, Min Su, Yuling Luo, Yanhu Wang, Su Yang, Multiple Intersections Traffic Signal Control based on Cooperative Multi-agent Reinforcement Learning, Information Sciences, 647(1):1-12, Nov 2023.
[4] Junxiu Liu, Sheng Qin, Yuling Luo, Yanhu Wang, and Su Yang, Intelligent Traffic Light Control by Exploring Strategies in an Optimised Space of Deep Q-Learning, IEEE Transactions on Vehicular Technology, 71(6):5960-5970, 22 March 2022.
[5] Junxiu Liu, Shunsheng Zhang, Yuling Luo, and Lvchen Cao, Machine Learning-Based Similarity Attacks for Chaos-based Cryptosystems, IEEE Transactions on Emerging Topics in Computing, 10(2):824-837, 2022.
[6] Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju Pulikkakudi Johnson, Alan Gregory Millard, J Hilder, David Malcolm Halliday, Andrew Martin Tyrrell, Jon Timmis, Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network, IEEE Transactions on Neural Networks and Learning Systems, 30(3):865–875, 2019.
[7] Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, and John Wade, SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture, IEEE Transactions on Neural Networks and Learning Systems, 29(4):1287–1300, 2018.
[8] Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John Wade, and George Martin, Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks, IEEE Transactions on Circuits and Systems I: Regular Papers, 63(12):2290-2303, 2016.
[9] Junxiu Liu, Jim Harkin, Yuhua Li and Liam P. Maguire, Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35(2):260-273, 2016.