Xiaoshan Bai      Research Professor

Sex: Male

Email: baixiaoshan@szu.edu.cn

Office: S701

Talent title: Overseas High-Caliber Personnel (Level C)

Final degree: Doctor of Engineering

Tel: 86-755-26656730

Advisor qualification: Master Supervisor

Research Interest:

Multi-robot/vehicle systems; Multi-robot/vehicle task assignment; Decision making; Path planning; Motion planning; Operational research; Heuristic algorithms; Optimal control.

Position Vacancies: Our lab currently has two more Postdoc position vacancies in the above relevant research areas (not limited to such areas), where the salary and allowance are around 330000 RMB per year. Please send me an email with your CV if you are interested in the Job.











Undergraduate Course:

Graduate Course:

Education:

2015-2018, University of Groningen, Systems Engineering, PhD,  Netherlands
2012-2019, Northwestern Polytechnical University, Control Theory and Control Engineering, PhD



Career:

2021-Now,  Shenzhen University, College of Mechatronics and Control Engineering, Research Associate Professor
2020-2021,  Shenzhen University, College of Mechatronics and Control Engineering, Assistant Professor   
2019-2020,  Delft University of Technology, Postdoc
2018-2019,  University of Groningen, Research Assistant

Project:

1. In charge of the National Natural Science Foundation of China under grant 62003217.

Publication:

[1] Xiaoshan Bai, Baode Li, Jianqiang Li, Zongze Wu, Weidong Zhang, and Shuzhi Sam Ge. Efficient Routing for Multi-Truck Multi-Drone Package Delivery with Precedence Constraints [J]. IEEE Transactions on Robotics, 2025, 41:6514-6528. (中科院大类1区SCI, IF=10.5, TOP期刊,机器人领域三大知名期刊之一)
[2] Stephen Arockia Samy, Premraj Durairaj, Ahmad Ali, Zongze Wu, Jianqiang Li, Xiaoshan Bai*. Secure fuzzy-based H∞ consensus control for nonlinear multi-agent systems under quantized sampled-data mechanism and its applications[J]. Engineering Applications of Artificial Intelligence, 2025, 162: 112715. (中科院大类1区SCI, IF=8.7, TOP期刊)
[3] Stephen Arockia Samy, HM Yasir Naeem, Inam Ullah, Xiaoshan Bai*, Zongze Wu, Jianqiang Li. Secure aperiodic sampling delay H∞ consensus control for TS fuzzy multi-agent systems with actuator faults: Its application to intelligent multi-ship steering unmanned pilots[J]. Ocean Engineering, 2025, 345: 123620. (中科院大类2区SCI, IF=5.5, TOP期刊)
[4] Xiaoshan Bai, Baode Li, Inam Ullah, Zongze Wu, Shakila Basheer, Ali Kashif Bashir. Energy-efficient routing for IoT-enabled multi-truck multi-drone pickup and delivery systems[J]. Applied Energy, 2025, 400: 126546. (中科院大类1区SCI, IF=11.0, TOP期刊)
[5] Hafiz Muhammad Yasir Naeem, Qadeer Ahmed; Yasir Awais Butt, Aamer Iqbal Bhatti, Li Qiu, Xiaoshan Bai*. Optimizing Energy and Battery-Health Using Route, Allocation and Velocity Planning for a Multi-Electric Vehicle System[J]. IEEE Transactions on Transportation Electrification, 2025, DOI: 10.1109/TTE.2025.3592834. (中科院大类1区SCI, IF=8.3, TOP期刊)
[6] Ahmad Ali, Hafiz Muhammad Yasir Naeem, Amin Sharafian, Li Qiu, Zongze Wu, Xiaoshan Bai*. Dynamic multi-graph spatio-temporal learning for citywide traffic flow prediction in transportation systems[J]. Chaos, Solitons & Fractals, 2025, 199(3): 116898. (中科院大类1区SCI, IF=5.6, TOP期刊)
[7] Mesfin Leranso Betalo, Inam Ullah, Fiseha Berhanu Tesema, Zongze Wu, Jianqiang Li, Xiaoshan Bai*. Generative AI-Driven Multi-Agent DRL for Task Allocation in UAV-Assisted EMPD within 6G-Enabled SAGIN Networks[J]. IEEE Internet of Things Journal, 2025, 12(17) : 35890-35907. (中科院大类2区SCI, IF=8.9, TOP期刊)
[8] Ahmad Ali, Inam Ullah, Shabir Ahmad, Zongze Wu, Jianqiang Li, Xiaoshan Bai*. An Attention-driven Spatio-Temporal Deep Hybrid Neural Networks for Traffic Flow Prediction in Transportation Systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(9): 14154-14168. (中科院大类2区SCI, IF=8.4, TOP期刊,高被引论文)
[9] Inam Ullah, Irshad Khalil, Xiaoshan Bai*, Sahil Garg, Georges Kaddoum, M. Shamim Hossain. An Ensemble-based Hybrid Model for the Detection of Attacks in the Internet of Vehicular Things[J]. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(10): 17914-17927. (中科院大类2区SCI, IF=8.4, TOP期刊)
[10] Xiaoshan Bai, Haoyu Jiang, Chao Li, Inam Ullah, Maryam M. Al Dabel, Ali Kashif Bashir, Zongze Wu, Shuzhi Sam Ge. Efficient Hybrid Multi-Population Genetic Algorithm for Multi-UAV Task Assignment in Consumer Electronics Applications[J]. IEEE Transactions on Consumer Electronics, 2025, 71(2): 2395-2406. (中科院大类2区SCI, IF=10.9)
[11] Ahmad Ali, Inam Ullah, Sushil Kumar Singh, Weiwei Jiang, Fahad Alturise, Xiaoshan Bai*. Attention-Driven Graph Convolutional Networks for Deadline-Constrained Virtual Machine Task Allocation in Edge Computing[J]. IEEE Transactions on Consumer Electronics, 2025, 71(2):5595-5605. (中科院大类2区SCI, IF=10.9)
[12] Amin Sharafian, Hafiz Muhammad Yasir Naeem, Inam Ullah, Ahmad Ali, Li Qiu, Xiaoshan Bai*. Resilience to deception attacks in consensus tracking control of incommensurate fractional-order power systems via adaptive RBF neural network[J]. Expert Systems with Applications, 2025, 283:127763. (中科院大类1区SCI, IF=7.5, TOP期刊)
[13] Stephen Arockia Samy, Jae Hoon Jeong, Xiaoshan Bai*, Young Hoon Joo*. Reliable memory sampled-data control for leader-following consensus of nonlinear multi-agent systems and its application[J]. Mathematics and Computers in Simulation, 2025,283: 361-382. (中科院大类2区SCI, IF=4.4, TOP期刊)
[14] Mesfin Leranso Betalo, Supeng Leng, Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Xiaoshan Bai*. Dynamic Charging and Path Planning for UAV-Powered Rechargeable WSNs Using Multi-Agent Deep Reinforcement Learning[J]. IEEE Transactions on Automation Science and Engineering, 2025, 22:15610-15626. (中科院大类2区SCI, IF=6.4)
[15] Li Qiu*, Zhixing Shao, Lingtao Dong, Xiaoshan Bai*. Dual-mode model predictive control for constrained networked control system with DoS attacks and disturbances[J]. IEEE Transactions on Automation Science and Engineering, 2025, 22: 14987-14996. (中科院大类2区SCI, IF=6.4)
[16] Inam Ullah, Asra Noor, Muhammad Abbas, Sahil Garg, Bong Jun Choi*, Mohammad Mehedi Hassan, Xiaoshan Bai*. Optimizing smart city services by utilizing appropriate characteristics of digital twin for urban excellence[J]. Alexandria Engineering Journal, 2025, 122: 399-410. (中科院大类2区SCI, IF=6.8)
[17] Inam Ullah, Sushil Kumar Singh, Deepak Adhikari, Habib Khan, Weiwei Jiang, Xiaoshan Bai*. Multi-Agent Reinforcement Learning for task allocation in the Internet of Vehicles: Exploring benefits and paving the future[J]. Swarm and Evolutionary Computation, 2025, 94:101878. (中科院大类2区SCI, IF=8.5)
[18] 白小山, 佘桉奇, 郑心泉, 吴宗泽*. 基于改进最小边际代价算法的多USV多AUV任务分配[J]. 控制与决策, 2025, 40(1):119-127. (控制领域三大中文核心期刊之一、中国科技期刊卓越行动计划项目)
[19] Bo Zhang, Guobin Li, Jiale Zhang, Xiaoshan Bai*. A reliable traversability learning method based on human-demonstrated risk cost mapping for mobile robots over uneven terrain[J]. Engineering Applications of Artificial Intelligence, 2024, 138: 109339. (中科院大类1区SCI, IF=8.0, TOP期刊)
[20] Amin Sharafian, Ahmad Ali, Inam Ullah, Tarek R. Khalifa, Xiaoshan Bai*, Li Qiu. Fuzzy Adaptive Control for Consensus Tracking in Multiagent Systems with Incommensurate Fractional-Order Dynamics: Application to Power Systems[J]. Information Sciences, 2024, 689: 121455. (中科院大类2区SCI, IF=6.8)
[21] Ahmad Ali, Inam Ullah, Mohammad Shabaz, Amin Sharafian, Muhammad Attique Khan, Xiaoshan Bai*, Li Qiu. A Resource-Aware Multi-Graph Neural Network for Urban Traffic Flow Prediction in Multi-Access Edge Computing Systems[J]. IEEE Transactions on Consumer Electronics, 2024, 70(4): 7252-7265. (中科院大类2区SCI, IF=10.9)
[22] Amin Sharafian, Inam Ullah, Sushil Kumar Singh, Ahmad Ali, Habib Khan, Xiaoshan Bai*. Adaptive fuzzy backstepping secure control for incommensurate fractional order cyber-physical power systems under intermittent denial of service attacks[J]. Chaos, Solitons & Fractals, 2024, 186: 115288. (中科院大类1区SCI, IF=5.6, TOP期刊)
[23] Inam Ullah, Deepak Adhikari, Farhad Ali, Ahmad Ali, Habib Khan, Amin Sharafian, Suresh Manic Kesavan, Xiaoshan Bai*. Revolutionizing E-Commerce With Consumer-Driven Energy-Efficient WSNs: A Multi-Characteristics Approach[J]. IEEE Transactions on Consumer Electronics, 2024, 70(4): 6871-6882. (中科院大类2区SCI, IF=10.9)
[24] Xiaoshan Bai, Chang Li, Bo Zhang, Zongze Wu, Shuzhi Sam Ge. Efficient Performance Impact Algorithms for Multi-Robot Task Assignment with Deadlines[J]. IEEE Transactions on Industrial Electronics, 2024, 71(11): 14373-14382. (中科院大类1区SCI, IF=7.2, TOP期刊)
[25] Inam Ullah, Deepak Adhikari, Habib Khan, M. Shahid Anwar, Shabir Ahmad, Xiaoshan Bai*. Mobile robot localization: Current challenges and future prospective[J]. Computer Science Review, 2024, 53: 100651. (中科院大类1区SCI, IF=12.7, TOP期刊,高被引论文)
[26] Hafiz Muhammad Yasir Naeem, Aamer Iqbal Bhatti, Yasir Awais Butt, Qadeer Ahmed, Xiaoshan Bai*. Energy Efficient Solution for Connected Electric Vehicle and Battery Health Management Using Eco-driving Under Uncertain Environmental Conditions[J]. IEEE Transactions on Intelligent Vehicles, 2024, 9(4): 4621-4631. (中科院大类1区SCI, IF=14.3, TOP期刊)
[27] Xiaoshan Bai, Youqiang Ye, Bo Zhang, Shuzhi Sam Ge. Efficient Package Delivery Task Assignment for Truck and High Capacity Drone[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(11): 13422-13435. (中科院大类2区SCI, IF=8.4, TOP期刊)
[28] Xiaoshan Bai, Andres Fielbaum, Maximilian Kronmuller, Luzia Knoedler, Javier Alonso-Mora. Group-based Distributed Auction Algorithms for Multi-Robot Task Assignment[J]. IEEE Transactions on Automation Science and Engineering, 2023, 20(2): 1292-1303. (中科院大类2区SCI, IF=6.4, 荣获该期刊2024年唯一最佳论文奖)
[29] Xiaoshan Bai, Weisheng Yan, Shuzhi Sam Ge. Distributed task assignment for multiple robots under limited communication range[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(7): 4259-4271. (中科院大类1区SCI, IF=8.7, TOP期刊)
[30] Zhe Chen, Javier Alonso-Mora, Xiaoshan Bai*, Daniel D Harabor, Peter J Stuckey. Integrated Task Assignment and Path Planning for Capacitated Multi-Agent Pickup and Delivery[J]. IEEE Robotics and Automation Letters, 2021, 6(3): 5816-5823. (中科院大类2区SCI, IF=5.3)
[31] Xiaoshan Bai, Ming Cao, Weisheng Yan, Shuzhi Sam Ge, Xiaoyu Zhang. Efficient Heuristic Algorithms for Single-Vehicle Task Planning With Precedence Constraints[J]. IEEE Transactions on Cybernetics, 2021, 51(12): 6274-6283. (中科院大类1区SCI, IF=10.5, TOP期刊)
[32] Xiaoshan Bai, Weisheng Yan, Shuzhi Sam Ge. Efficient Task Assignment for Multiple Vehicles with Partially Unreachable Target Locations[J]. IEEE Internet of Things Journal, 2021, 8(5):3730-3742. (中科院大类2区SCI, IF=8.9, TOP期刊)
[33] Xiaoshan Bai, Ming Cao, Weisheng Yan. Event-and time-triggered dynamic task assignments for multiple vehicles[J]. Autonomous Robots, 2020, 44(5): 877-888. (中科院大类3区SCI, IF=4.3, 机器人领域知名期刊)

Conference:

[1] Xiaoshan Bai, Weisheng Yan, Ming Cao, Dong Xue. Heterogeneous multi-vehicle task assignment in a time-invariant drift field with obstacles[C]. IEEE 56th Annual Conference on Decision and Control (CDC), 2017, 307-312.
[2] Xiaoshan Bai, Weisheng Yan, Ming Cao, Jie Huang. Task assignment for robots with limited communication[C]. IEEE 36th Chinese Control Conference (CCC), 2017, 6934-6939.
[3] Weisheng Yan, Xiaoshan Bai, Xingguang Peng, Lei Zuo, Jiguo Dai. The routing problem of autonomous underwater vehicles in ocean currents[C]. IEEE OCEANS 2014-TAIPEI, 2014, 1-6.

Others:

1.Reviewer of the famous Journals: IEEE Transactions on Automatic Control、IEEE Transactions on Industrial Electronics、IEEE Transactions on Industrial Informatics、IEEE Transactions on Robotics、IEEE Transactions on Automation Science and Engineering、IEEE Transactions on Systems, Man and Cybernetics: System, and so on;

2. Committee member of the ACM Symposium on Applied Computing, Intelligent Robotics and Multi-Agent Systems, 2021;

3. Associate editor of the IEEE International Conference on Advanced Robotics and Mechatronics (ARM), 2021.  

4. Committee member of the Journal: Automation, Control and Intelligent Systems.

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