WANG JiankunAssistant Professor Rm 709, 7/F, South Tower, College of Engineering Email: wangjk@sustech.edu.cn |
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Biography [CV]I am currently an Assistant Professor in the Department of Electronic and Electrical Engineering, Southern University of Science and Technology (SUSTech). Before that, I received the B. Eng. degree in the School of Control Science and Engineering, Shandong University in 2015, and Ph.D. degree in the Department of Electronic Engineering, The Chinese University of Hong Kong (CUHK), supervised by Prof. Max Q.-H. Meng. From 2019.8 to 2020.8, I work as a Postdoc with Prof. Max Q.-H. Meng in the Department of Electronic Engineering, CUHK. From 2020.9 to 2022.6, I work as a Research Assistant Professor in the Department of Electronic and Electrical Engineering, SUSTech. My research focuses on Robotics, Motion and Path Planning, and Human Robot Interaction. Recently, I am working on human-aware motion planning and data-driven method for motion planning. |
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Academic Appointments
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Journal Publications† indicates equal contribution, and * indicates corresponding authorship.First Author: 18, Corresponding Author: 21. 46. GVD-Exploration: An Efficient Autonomous Robot Exploration Framework Based on Fast Generalized Voronoi Diagram Extraction 45. A Systematic Evaluation of Different Indoor Localization Methods in Robotic Autonomous Luggage Trolley Collection at Airports 44. Socially Adaptive Path Planning Based on Generative Adversarial Network 43. Smart Mobility with Agent-based Foundation Models: Towards Interactive and Collaborative Intelligent Vehicles 42. A Review of Cloud-Edge SLAM: Toward Asynchronous Collaboration and Implicit Representation Transmission 41. Autonomous Multiple-Trolley Collection System with Nonholonomic Robots: Design, Control, and Implementation 40. Embracing the future: the rise of humanoid robots and embodied AI 39. A deep learning-based system for accurate detection of anatomical landmarks in colon environment 38. FabricFolding: Learning Efficient Fabric Folding without Expert Demonstrations 37. Graph neural network based method for robot path planning problem 36. Multi-Risk-RRT: An Efficient Motion Planning Algorithm for Robotic Autonomous Luggage Trolley Collection at Airports 35. Learning to Predict Diverse Stable Placements for Extrinsic Manipulation on a Support Plane 34. Learning to Reorient Objects with Stable Placements Afforded by Extrinsic Supports 33. Bi-AM-RRT*: A Fast and Efficient Sampling-Based Motion Planning Algorithm in Dynamic Environments 32. Learning-based Risk-Bounded Path Planning Under Environmental Uncertainty 31. A Divide-and-Conquer Control Strategy with Decentralized Control Barrier Function for Luggage Trolley Transportation by Collaborative Robots 30. Relevant Region sampling strategy with adaptive heuristic for asymptotically optimal path planning 29. BiAIT*: Symmetrical Bidirectional Optimal Path Planning with Adaptive Heuristic 28. NR-RRT: Neural Risk-Aware Near-Optimal Path Planning in Uncertain Nonconvex Environments 27. PRTIRL Based Socially Adaptive Path Planning for Mobile Robots 26. Enhance Connectivity of Promising Regions for Sampling-based Path Planning 25. Hierarchical Policy for Non-prehensile Multi-object Rearrangement with Deep Reinforcement Learning and Monte Carlo Tree Search 24. Bi-Risk-RRT Based Efficient Motion Planning for Autonomous Ground Vehicles 23. GMR-RRT*: Sampling-based Path Planning Using Gaussian Mixture Regression 22. Efficient Robot Motion Planning Using Bidirectional-Unidirectional RRT Extend Function 21. Robot Path Planning via Neural-Networks-Driven Prediction 20. Deep Neural Network Enhanced Sampling-based Path Planning in 3D Space 19. Robustness Improvement of Using Pre-trained Network in Visual Odometry for On-road Driving 18. Learning Robot Exploration Strategy with 4D Point-Clouds-like Information as Observations 17. Generative Adversarial Network based Heuristics for Sampling-based Path Planning 16. A Generalized Voronoi Diagram based Efficient Heuristic Path Planning Method for RRTs in Mobile Robots 15. A Survey of Learning-based Robot Motion Planning 14. A survey of the development of biomimetic intelligence and robotics 13. Conditional Generative Adversarial Networks for Optimal Path Planning 12. A Reusable Generalized Voronoi Diagram Based Feature Tree for Fast Robot Motion Planning in Trapped Environments 11. Real-time Decision Making and Path Planning for Robotic Autonomous Luggage Trolley Collection at Airports 10. Kinematic Constrained Bi-directional RRT with Efficient Branch Pruning for Robot Path Planning 9. A Searching Space Constrained Partial to Full Registration Approach with Applications in Airport Trolley Deployment Robot 8. EB-RRT: Optimal Motion Planning for Mobile Robots 7. Neural RRT*: Learning-based Optimal Path Planning 6. Optimal Path Planning using Generalized Voronoi Graph and Multiple Potential Functions 5. Socially Compliant Path Planning for Robotic Autonomous Luggage Trolley Collection at Airports 4. Safe and Robust Mobile Robot Navigation in Uneven Indoor Environments 3. Finding a High-Quality Initial Solution for the RRTs Algorithms in 2D Environments 2. Risk-DTRRT-Based Optimal Motion Planning Algorithm for Mobile Robots 1. Efficient Object Search With Belief Road Map Using Mobile Robot |
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Conference Publications 29. MMA-Net: Multiple Morphology-Aware Network for Automated Cobb Angle Measurement 28. Indoor Exploration and Simultaneous Trolley Collection Through Task-Oriented Environment Partitioning 27. Efficient RRT*-based Safety-Constrained Motion Planning for Continuum Robots in Dynamic Environments 26. Focused Bidirectional Search Trees: A Bidirectional Optimal Fast Matching Method for Robot Path Planning 25. Ethical Decision-making for Autonomous Driving based on LSTM Trajectory Prediction Network 24. Mani-GPT: A Generative Model for Interactive Robotic Manipulation 23. Virtual Reality Based Robot Teleoperation via Human-Scene Interaction 22. Bidirectional Search Strategy for Incremental Search-based Path Planning 21. Collaborative Trolley Transportation System with Autonomous Nonholonomic Robots 20. Automatic Angle of Trunk Rotation Detection Using 3D Sensor Imaging in Scoliosis Assessment 19. Kinova Gemini: Interactive Robot Grasping with Visual Reasoning and Conversational AI 18. Quadrotor Autonomous Landing on Moving Platform 17. Multi-Tree Guided Efficient Robot Motion Planning 16. Robotic Autonomous Trolley Collection with Progressive Perception and Nonlinear Model Predictive Control 15. Motion Planning for Hexapod Robots in Dynamic Rough Terrain Environments 14. Learning-based Fast Path Planning in Complex Environments 13. A Nonuniform Sampling Strategy for Path Planning Using Heuristic-based Certificate Set 12. Sliding-Window Informed RRT*: A Method for Speeding Up the Optimization and Path Smoothing 11. Efficient Heuristic Generation for Robot Path Planning with Recurrent Generative Model 10. Multibranch Learning for Angiodysplasia Segmentation with Attention-Guided Networks and Domain Adaptation 9. No Need for Interactions: Robust Model-Based Imitation Learning using Neural ODE 8. A Knowledge-Based Fast Motion Planning Method Through Online Environmental Feature Learning 7. Path Planning for Nonholonomic Multiple Mobile Robot System with Applications to Robotic Autonomous Luggage Trolley Collection at Airports 6. SARL: Deep Reinforcement Learning based Human-Aware Navigation for Mobile Robot in Indoor Environments 5. Tropistic RRT*: An Efficient Planning Algorithm via Adaptive Restricted Sampling Space 4. Risk-Informed-RRT*: A Sampling-based Human-friendly Motion Planning Algorithm for Mobile Service Robots in Indoor Environments 3. Motion Artifact Reduction in PPG Signals based on Periodic Component Factorization 2. Continuous Systolic and Diastolic Blood Pressure Estimation utilizing Long Short-term Memory Network 1. An Improved RRT Algorithm Incorporating Obstacle Boundary Information |
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Honors & Awards
Hong Kong Ph.D. Fellowship, 2015-2019 The President Scholarship of Shandong University, 2014(Highest scholarship for undergraduate student) National Scholarship, Ministry of Education, 2013 First Prize in International Underwater Robot Competiotion, 2014–2015 |
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Experience
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Professional Activities
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Teaching
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© WANG Jiankun | Last updated: Jul.5 2020 |