机械工程系

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陆波

时间:2025-09-05来源:机电学院点击:6669

机电工程学院个人科研情况简表

机电工程学院 机器人与微系统研究中心                                    

姓名:陆波

性别:男

出生年月:199101

学历:博士研究生  学位:博士

职称/导师类别:副教授

毕业学校:香港理工大学

学科专业:机械工程/机器人

主要研究

方向

AI+机器人自主化、视觉智能感知具身智能手术机器人

腹腔镜手术机器人消化道手术机器人、心血管介入手术机器人

技能具身学习、任务规划与操作多模态信息驱动自主技术

科研工作简历

教育背景:

200909月至201306月,大连理工大学,船舶与海洋工程专业,学士

201309月至201508月,香港理工大学,机械工程,硕士研究生

201509月至201906月,香港理工大学,机械工程,博士研究生

研究工作经历:

201907月至202109月,香港中文大学,机械自动化工程系,天石机器人研究院,博士后研究员

201907月至202109月,香港中文大学深圳研究员,助理研究员(礼聘制

202110月至今,苏州大学,机电工程学院机器人与微系统研究中心,副教授

学术成果

(论文、著作、获奖、专利等情况)

荣获中国科协青年托举人才、江苏省“双创博士”、苏州市“青年创新领军人才”、苏州大学“优秀青年学者”,长期从事手术机器人智能感知、具身学习与任务自主操控领域技术研究,相关标成果在IEEE Trans.汇刊、ICRA/IROS等知名期刊会议发文70篇,受邀作主题报告10余场,入选了2023年第八届金砖国家青年科学家中国代表队担任中国机械工程学会医工分会秘书长、Biomimetic Intelligence and Robotics青年编委、电子机械工程期刊青年编委、机器人国际旗舰会议IEEE ICRA副编辑,获2021IEEE ICRA医疗机器人领域最佳论文奖、2023IEEE ICARMRCAR国际会议最佳论文提名奖等。


部分已发表成果、论文如下(*为通讯作者)

2025部分成果:

  1. Bo Lu, Tiancheng Zhou, Qingbiao Li, Wenzheng Chi, Yue Wang, Yu Wang, Huicong Liu, Jia Gu, and Lining Sun, “M^3 DEGREEs Net: Monocular-guided Metric Marching Depth Estimation with Graph-based Relevance Ensemble for Endoluminal Surgery,” IEEE Journal of Biomedical and Health Informatics (J-BHI), 2025. (中科院一区top)

  2. Bo Lu, Xiangxing Zheng, Zhenjie Zhu, Yuhao Guo, Ziyi Wang, Bruce Xinbo Yu, Mingchuan Zhou, Peng Qi, Huicong Liu, Yunhui Liu, and Lining Sun,PLDKD-Net: Pixel-Level Discriminative Knowledge Distillation for Surgical Scene Segmentation with Bi-stream Visual Parsing and Graph Feature Fusion, IEEE Transactions on Instrumentation and Measurement, 2025. (中科院top)

  3. Mingchao Deng, Ding Sun, Tiancheng Zhou, Yixin Gu, Zhongliang Jiang, Fengfeng Zhang, Lining Sun, andBo Lu*, “Automated Tumor Localization via Synergistic Liver Surface and Vascular Constraints Deformation,” Biomimetic Intelligence and Robotics, 2025. (IF:5.4)

  4. Yuqi Kong, Xiaofei Gong, Yao Wang, Jiajie Yu,Bo Lu*, Wenzheng Chi, and Lining Sun, “Socially Conscious Navigation of Mobile Robots Based on Deep Reinforcement Learning,” IEEE Transactions on Industrial Electronics (T-IE), 2025. (中科院一区top)

  5. Tianliang Yao, Haoyu Wang,Bo Lu, Jiajia Ge, Zhiqiang Pei, Markus Kowarschik, Lining Sun, Lakmal Seneviratne, and Peng Qi, “Sim2Real Learning with Domain Randomization for Autonomous Guidewire Navigation in Robotic-Assisted Endovascular Procedures,” IEEE Transactions on Automation Science and Engineering (T-ASE), 2025.(中科院top)

  6. Tao Jin, Shuang Gao, Tianhong Wang,Bo Lu, Long Li, Quan Zhang, Yingzhong Tian, and Yangqiao Lin, “Dual-Mode Variable-Stiffness Soft Gripper Based on Electrorheological Fluids,” IEEE Transactions on Industrial Electronics (T-IE), 2025. (中科院一区top)


2024部分成果:

  1. Bo Lu, Chao He, Zhaolei Jiang, Wenjie Hou, Lijun Han, Hesheng Wang, Peng Qi, and Lining Sun, “Endo-4SRF: Learning Radiance Field for Dynamic Surface Reconstruction of Surgical Tissues with Obstacle Stealth Under Single-view and Depth-free Monocular Endoscopy,” IEEE Journal of Biomedical and Health Informatics (J-BHI), 2024. (中科院一区top)

  2. Cheng Hou, Huxin Gao, Xiaoxiao Yang, Guangming Xue, Xiuli Zuo, Yanqing Li, Dongsheng Li,Bo Lu*, Hongliang Ren, Huicong Liu, Lining Sun, “Piezoresistive-Based 3-Axial MEMS Tactile Sensor for Gastrointestinal Endoscopic Minimally Invasive Surgery Instruments,” Microsystems & Nanoengineering, 2024. (中科院一区top)

  3. Jiewen Lai,Bo Lu*, Kaicheng Huang, Henry K. Chu,A Steerable Soft-Bodied Robot Based On Real-Time Gesture Control,” IEEE-ASME Transactions on Mechatronics, 2024. (中科院一区top)

  4. Bin Li,Bo Lu*, Hongbin Lin, Yaxiang Wang, Fangxun Zhong, Qi Dou, Yunhui Liu,On the Monocular 3D Pose Estimation for Arbitrary Shaped Needle in Dynamic Scenes: An Efficient Visual Learning and Geometry Modeling Approac, IEEE Transactions on Medical Robotics and Bionics, 2024. (IF: 3.7)

  5. Yiang Lu, Wei Chen,Bo Lu, Jianshu Zhou, Zhi Chen, Qi Dou, and Yunhui Liu, “Adaptive Online Learning and Robust 3-D Shape Servoing of Continuum and Soft Robots in Unstructured Environments,” Soft Robotics, 2024. (中科院一区top)


2023年部分成果:

  1. Meiyuan Zou, Jiajie Yu, Yong Lv,Bo Lu*, Wenzheng Chi, and Lining Sun, “A Novel Day-to-Night Obstacle Detection Method for Excavators based on Image Enhancement and Multi-sensor Fusion,” IEEE Sensor Journal, 2023. (IF: 4.3)

  2. Bohan Yang,Bo Lu, Wei Chen, Fangxun Zhong, Yunhui Liu, “Model-Free 3D Shape Control of Deformable Objects Using Novel Features Based on Modal Analysis,” IEEE Transactions on Robotics (T-RO), 2023. (中科院一区topIF: 7.8)

  3. Peng Qi,Yunfeng Wu,Tianliang Yao,Bo Lu, Yi Sun, Jianshen Dai, “A Haptic Exploration and Surface Classification of Objects with Four Typical Surface Properties,” IEEE Conference on Advanced Robotics and Mechatronics (ICARM), 2023. (最佳会议论文提名奖)

  4. Yuhao Guo, Tiancheng Zhou, Wenzheng Chi, Feng Zhou, Peng Qi, Lining Sun, andBo Lu*, “SIT-Net: Surgical Image Translation Network Using a Generative Adversarial Method with Visual Feature Disentanglement,” The IEEE International Conference on Real-time Computing and Robotics (RCAR), 2023. (最佳学生论文提名奖)


2022年部分成果:

  1. Bo Lu, Bin Li, Wei Chen, Yue-ming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng, Yun-Hui Liu, “Towards Image-Guided Automated Suture Grasping Under Complex Environments: A Learning-Enabled and Optimization-Based Holistic Framework,” IEEE Transactions on Automation Science and Engineering (T-ASE), 2022. (JCR一区)

  2. Bo Lu, Bin Li, Qi Dou, Yunhui Liu, “A Unified Monocular Camera-based and Pattern-Free Hand-to-Eye Calibration Algorithm for Surgical Robots with RCM Constraints,” IEEE/ASME Transactions on Mechatronics (T-MECH), 2022. (中科院一区top)

  3. Bin Li,Bo Lu*, Ziyi Wang, Fangxun Zhong, Qi Dou, and Yunhui Liu, “Learning Laparoscope Actions via Video Features for Proactive Robotic Field-of-view Control,” IEEE Robotics and Automation Letter (RA-L), 2022. (JCR一区,IF: 5.2)


2021年部分成果:

  1. Yiang Lu,Bo Lu*, Bin Li, Huanhuan Guo, and Yun-hui Liu, “Robust Three-Dimensional Shape Sensing for Flexible Endoscopic Surgery Using Multi-Core FBG Sensors,” IEEE Robotics and Automation Letter (RA-L with 2021 ICRA), vol. 6, no. 3, pp. 4835-4842, 2021. (JCR一区,IF: 5.2)

  2. Bin Li,Bo Lu*, Yiang Lu, Qi Dou, and Yun-Hui Liu, “Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception,” The IEEE International Conference on Robotics and Automation (ICRA), 2021. (机器人领域顶会)

  3. Yonghao Long, Jie Ying Wu,Bo Lu, Yueming Jin, Mathias Unberath, Yun-Hui Liu, Pheng-Ann Heng and Qi Dou, “Relating Multi-modal Embeddings for Accurate Gesture Recognition in Robotic Surgery via Graph Neural Networks,” The IEEE International Conference on Robotics and Automation (ICRA), 2021. (机器人领域顶会,医疗机器人分领域最佳论文奖)

  4. Jiankai Sun, Lantao Yu, Pinqian Dong,Bo Lu, Bolei Zhou, “Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model,” IEEE Robotics and Automation Letter (RA-L with 2021 ICRA), vol. 6, no. 2, pp. 1880-1886, 2021. (JCR一区)

  5. Kaicheng Huang, Zhenxi Cui, Jiewen Lai,Bo Lu and Henry K. Chu, “Optimization of A Single-particle Micropatterning System with Robotic nDEP-Tweezers,” IEEE Transactions on Automation Science and Engineering (T-ASE), 2021. (JCR一区)

  6. Jiewen Lai,Bo Lu, Henry K. Chu, “Variable-Stiffness Control of A Dual-Segment Soft Robot using Depth Vision,” IEEE/ASME Transactions on Mechatronics (T-MECH), 2021. (中科院一区top)

  7. Jiewen Lai, Kaicheng Huang,Bo Lu, Qingxiang Zhao, and Henry K. Chu, “Verticalized-Tip Trajectory Tracking of A 3D-Printable Soft Continuum Robot: Enabling Surgical Blood Suction Automation,” IEEE/ASME Transactions on Mechatronics (T-MECH), 2021. (中科院一区top)

  8. Xiaowen Kong, Yueming Jin, Qi Dou, Ziyi Wang, Zerui Wang,Bo Lu, Erbao Dong, Yun-Hui Liu, Dong Sun, “Accurate Instance Segmentation of Surgical Instruments in Robotic Surgery: Model Redesign and Cross-dataset Evaluation”, International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021. (IF: 2.924)

  9. Ziyi Wang,Bo Lu, Xiaojie Gao, Yueming Jin, Zerui Wang, Tak Hong Cheung, Qi Dou, Pheng Ann Heng, Yunhui Liu, “Unsupervised Feature Disentanglement for Video Retrieval in Minimally Invasive Surgery,” Medical Image Analysis (MIA), 2021. (中科院一区top)

  10. Zixu Zhao, Yueming Jin, Junming Chen,Bo Lu, Chi-Fai Ng, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng, “Anchor-guided Online Meta Adaptation for Fast One-Shot Instrument Segmentation from Robotic Surgical Videos,” Medical Image Analysis (MIA), 2021. (中科院一区top)

  11. Zixu Zhao, Yueming Jin,Bo Lu, Chi-Fai Ng, Qi Dou, Yunhui Liu, and Pheng-Ann Heng, “One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Videos,” The IEEE International Conference on Robotics and Automation (ICRA), 2021. (机器人领域顶会)

  12. Jiaqi Xu, Bin Li,Bo Lu, Yun-Hui Liu, Qi Dou, Pheng Ann Heng, “SurRoL: An Open-source RL Centered and dVRK Compatibale Platform for Surgical Robot Learning,” The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021. (机器人领域顶会)


2020年部分成果:

  1. Bo Lu, Henry K. CHU, Kaicheng Huang, Jiewen Lai and Li Cheng, “Surgical Suture Thread Detection and 3-D Reconstruction Using a Model-free Approach in a Calibrated Stereo-visual System,” IEEE/ASME Transactions on Mechatronics (T-MECH), vol. 25(2), 2020. (中科院一区top)

  2. Bo Lu, Xinbo Yu, Jiewen Lai, Kaicheng Huang, Keith C. C. Chan, and Henry K. Chu, “A Learning Approach for Suture Thread Detection With Feature Enhancement and Segmentation for 3-D Shape Reconstruction,” IEEE Transactions on Automation Science and Engineering (T-ASE), vol. 17, no. 2, pp. 858-870, 2020. (JCR一区,IF: 5.6)

  3. Bo Lu*, Wei Chen, Yue-ming Jin, Dandan Zhang, Qi Dou, Henry K. Chu, Pheng-Ann Heng, Yun-Hui Liu, “A Learning-Driven Framework with Spatial Optimization For Surgical Suture Thread Reconstruction and Autonomous Grasping Under Multiple Topologies and Environmental Noises,” The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020. (机器人领域顶会)

  4. Jiewen Lai, Kaicheng Huang,Bo Lu and Henry K. Chu, “Toward Vision-based Adaptive Configuring of A Bidirectional Two-Segment Soft Continuum Manipulator,” IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 2020.

  5. Zhenxi Cui, Kaicheng Huang,Bo Lu and Henry K. Chu, “Automated Folding of a Deformable Thin Object through Robot Manipulators,” The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020. (机器人领域顶会)


2020前成果:

  1. Kaicheng Huang,Bo Lu, Henry K. Chu, Jiewen Lai, “Microchip System for Patterning Cells on Different Substrates via Negative Dielectrophoresis,” IEEE Transactions on Biomedical Circuits and Systems (T-BioCAS), vol. 13. no. 5, pp. 1063-1074, 2019. (JCR一区)

  2. Kaicheng Huang, Henry K. Chu,Bo Lu, Jiewen Lai, Li Cheng, “Automated Cell Patterning System with a Microchip using Dielectrophoresis,” The IEEE Conference on Robotics and Automation (ICRA), 2019. (机器人领域顶会)

  3. Zhenxi Cui, Kaicheng Huang,Bo Lu, Henry K. Chu, “Three-Dimensional Localization of Needle Tip Immersed in Medium,” IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 2019.

  4. Kaicheng Huang, Henry K. Chu,Bo Lu, Li Cheng, “Characterization of a Microchip Device for Cell Patterning via Negative Dielectrophoresis,” The IEEE Conference on Robotics and Biomimetics (Robio), 2018.

  5. Bo Lu, Henry K. Chu, Kaicheng Huang and Li Cheng, “Vision-based Surgical Suture Looping through Trajectory Planning for Wound Suturing,” IEEE Transactions on Automation Science and Engineering (T-ASE), vol. 16, no. 2, pp. 542-556, 2018. (JCR一区)

  6. Bo Lu, Henry K. Chu, and Li Cheng, “Robotic Knot Tying Through a Spatial Trajectory With a Visual Servoing System,” The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017. (机器人领域顶会)

  7. Bo Lu, Henry K. CHU, Li Cheng, “Dynamic Trajectory Planning for Robotic Knot Tying,” The IEEE International Conference on Real-time Computing and Robotics (RCAR), 2016.



在研项目

[1].苏州大学优秀青年学者项目,2021.10~2024.0940万,项目负责人。

[2].苏州大学江苏省重点实验室一般性科研项目,2022.06~2025.0520万,项目负责人。

[3].江苏省自然科学基金,青年项目,2022.07~2025.0620万,项目负责人。

[4].国家自然科学基金青年项目C2023.01~2025.1230万,项目负责人。

[5].苏州市姑苏创新创业领军人才计划2023.07~2026.0650万,项目负责人。

[6].中国科协青年托举计划,2024.01-2026.1230万,项目负责人。

[7].国家重点研发计划-青年科学家项目,2023.12-2026.1160万,任务负责人。

[8].中国科学院自动化研究所多模态人工智能系统全国重点实验室开放课题,2025.07-2026.065万,项目负责人。

[9].国家自然科学基金面上项目,2026.01~2029.1250万,项目负责人。


需 求

本团队主要研究方向分两大块:1.视觉智能化感知;2.机器人自主化操作技术。

团队具有充足的计算资源,与国内外知名大学(如香港中文大学、香港理工大学、新加坡国立大学、上海交通大学、同济大学、中科大、南京航空航天大学等)诸多医疗机器人企业建立了良好的合作关系。

欢迎对机器人、具身智能、人工智能、智能感知手术机器人任务自主化领域感兴趣且有一定编程基础(熟悉Python/C++/ROS自驱力强的本科生研究生加入。


联系方式

邮箱:blu@suda.edu.cn

个人主页:https://lu-bo.github.io/


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