AI工作台

Faculty

Liang Lu

Assistant Professor

Contact information:llu@szu.edu.cn

Admissions Majors:Intelligent Science and Technology / Artificial Intelligence

Admissions direction:Intelligent robot navigation, motion planning and scene understanding

职称 Assistant Professor 联系方式 llu@szu.edu.cn
招生专业 Intelligent Science and Technology / Artificial Intelligence 招生方向 Intelligent robot navigation, motion planning and scene understanding

I. Personal Profile

Dr. Liang Lu's main research areas are semantic perception, navigation, and motion planning for intelligent robots. From 2017 to 2021, he conducted doctoral research in the Machine Vision and Aerial Robotics (CVAR) group at the Robotics and Automation Research Center (CAR-UPM-CSIC), a joint project between the Polytechnic University of Madrid and the Spanish National Institute for Advanced Study, and received the highest honorary doctorate in robotics and automation (CAM LAUDE Mention). During his doctoral studies, he participated as a member of the competition committee in the indoor competition design of the 2019 World Micro-UAV Competition (IMAV 2019). As a key member, he participated in the 2020 Mohammed bin Zayed Robotics Challenge (MBZIRC 2020), a top-level competition in the robotics field, achieving third place in the finals. As a key member, he participated in the 2021 OpenCV Global AI Competition, achieving third place in the European, Russian, and Oceania regions. After graduating with his doctorate, he went to the renowned European robotics research institution, the Italian Institute of Technology (Istituto Italiano di Tecnologia), in December 2021, and then to the Innovative Garment Technology R&D Center, jointly established by the University of Hong Kong and Tohoku University in Japan, in April 2023 to work as a postdoctoral researcher. During his doctoral and postdoctoral studies, he published more than 20 journal and conference papers, with a total of more than 300 citations and an H-index of 10. Among them, more than 10 papers were corresponding or first-author papers, including flagship journals in the field of robotics such as IEEE Robotics and Automation Letters and top journals in the field of field robotics such as Journal of Field Robotics.

Personal Homepage:https://captjulian.github.io/

Google Scholar homepage:https://scholar.google.com/citations?user=NdzvNS8AAAAJ&hl=zh-CN

II. Representative Achievements (* represents the corresponding author):

[1] Lu, L., Zhang, Y., Zhou, P., Qi, J., Pan, Y., Fu, C., & Pan, J. (2024). Semantics-Aware Receding Horizon Planner for Object-Centric Active Mapping. IEEE Robotics and Automation Letters.(IF:4.6,JCR Zone 2)

[2] Chen, C., Lu, L.*, Yang, L.*, Zhang, Y., Chen, Y., Jia, R., & Pan, J.* (2025). Signage-Aware Exploration in Open World using Venue Maps. IEEE Robotics and Automation Letters.(IF:4.6,JCR Zone 2)

[3] Lu, L., Fasano, G., Carrio, A., Lei, M., Bavle, H. & Campoy, P. (2023) A comprehensive survey onnon‐cooperative collision avoidance for micro aerial vehicles: Sensing and obstacle detection. Journal of Field Robotics, 40,1697–1720. (IF:4.3,JCR Zone 2)

[4] Lu, L., Carrio, A., Sampedro, C., & Campoy, P. (2021). A Robust and Fast Collision-Avoidance Approach for Micro Aerial Vehicles Using a Depth Camera. Remote Sensing, 13, 9, 1796.(IF:4.2,JCR Zone 2)

[5] Novo, Á. Martínez , Lu, L* & Campoy, P. (2021). Fast RRT* 3D-Sliced Planner for Autonomous Exploration using MAVs. Unmanned Systems. (IF:3.0,JCR Zone 2)

[6] Lu, L., Yunda, A., Carrio, A., & Campoy, P. (2020). Robust Autonomous Flight in Cluttered Environment using a Depth Sensor. International Journal of Micro Air Vehicles. January 2020.(IF:1.5,JCR Zone 2)

[7] Lu, L., De Luca, A., Muratore, L., & Tsagarakis, N. G. (2022). An Optimal Frontier Enhanced “Next Best View” Planner For Autonomous Exploration, In 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids), Ginowan, Japan, 2022, pp. 397-404.

[8] Lu, L., Sampedro, C., Rodríguez-Vázquez, J., & Campoy, P. (2019). Laser-based Collision Avoidance and Reactive Navigation using RRT* and Signed Distance Field for Multirotor UAVs. In 2019 International Conference on Unmanned Aircraft Systems (ICUAS), Atlanta, GA, USA, (pp. 1209-1217). IEEE.

[9] Chen, Bozhi; Lu, Liang; Lei, Xinyu; Zhao, Ping. A collaborative planning method for dual robotic arms based on an improved fast random tree. Chinese Journal of Mechanical Engineering. 2018 (10).

III. Some Representative Projects

[1] Collaborative Solution for HI-Cobot Navigation in Garment Manufacturing Plants, sponsored by the HK Innovation and Technology Commission. (2023-2025, participate)

[2] RELAX: Robot Enable for Load Assistive Relaxation, sponsored by the Italian Ministry of Economic Development. (2021-2023, participate)

[3] COMCISE: Coordinated Inspection and Security missions by UAVs in cooperation with UGV, sponsored by the Spanish Ministry of Science, Innovation and Universities. (2019-2021, participate)

IV. Awards

[1] ICRA 2024, 3rd Workshop on Future of Construction, Nothing Stands Still Challenge, 2nd Place, 2024

[2] 17th Ministry of Education "Chunhui Cup" Innovation and Entrepreneurship Competition for Overseas Chinese Students, 2022

[3] Sensors Journal "Editor Choice Article" Award, 2022

[4] OpenCV AI Competition Europe, Russia and Oceania Region 3rd Place, 2021

[5] Mohammed bin Zayed International Robotics Challenge (MBZIRC 2020) Overall Competition 3rd Place, 2020

V. Academic Positions

[1] Competition Committee Member, 2019 International Micro-UAV Competition (IMAV2019)

[2] Technical Supervisor for Undergraduate and Master's Theses at the Polytechnic University of Madrid

[3] ROBIO 2023, Associate Editor; Electronics Special Issue Editor; Reviewer for renowned robotics journals and conferences such as TRO, JFR, RAL, RSS, ICRA, and IROS

VI. Recruitment Information

We welcome students with a strong interest in robotics hardware and related programming technologies, and some experience in these areas. Upon completion of a high-level paper (target journal/conference >= RAL, ICRA, IROS, etc.), I can recommend you for internships at relevant universities, research institutes, or companies in the robotics field both domestically and internationally, based on your preferences.

发送反馈

上Previous:冯缨岚 Next:陆涵

Close