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、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、IS等Top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3000多次、h指数29。
Email: junxiu6@outlook.com
[1] 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.
[2] 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.
[3] 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.
[4] 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.
[5] 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.
[6] 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.
[7] 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.
[8] 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.