Bingyang Wang 王秉旸

Email: 12211609@mail.sustech.edu.cn

profile photo

I am a final-year undergraduate student majoring in Information Engineering at the Department of Electrical and Electronic Engineering, Southern University of Science and Technology (SUSTech).

I am currently a research intern at the World Mind Lab, Hong Kong University of Science and Technology (HKUST), supervised by Prof. Fangneng Zhan and an undergraduate research assistant at the AdaComp Lab, School of Computing, National University of Singapore (Jan 2025 – present), supervised by Prof. David Hsu. Previously, I led a university-funded research project under the RCV Lab, Southern University of Science and Technology (Sep 2024 – Sep 2025), as part of the Climbing Program for Innovation and Research, supervised by Prof. Hong Zhang.

My research focuses on scene representation and perception for robotic manipulation. I am interested in developing unified frameworks that combine geometric reconstruction, object detection and tracking, and articulation reconstruction to enable robots to understand and interact with complex environments.

CV


Research
Active Perception for Articulated Objects

Research Intern, World Mind Lab, HKUST

Keywords: Articulated Manipulation, Active Perception

Developed a closed-loop articulated manipulation system featuring VLM-based zero-shot planning for articulated manipulation (e.g., operating cabinets). Designed an online screw-parameter refinement strategy that leverages robot kinematic and visual feedback to realign articulation axes in real-time; this active-sensing approach provided critical calibration for concurrent visual reconstruction modules.

Code (In progress)
Dynamic Scene Representation for Task and Motion Planning

Research Assistant, AdaComp Lab, NUS

Keywords: Scene Representation, Object Tracking, Dynamic Environments

As a research assistant at the AdaComp Lab, I designed and implemented a real-time robotic perception system that integrates object detection, segmentation, tracking, pose estimation, and geometric reconstruction within a unified scene representation framework. The system leverages manipulator pose feedback to improve robustness in dynamic pose estimation and runs in real time on physical robotic platforms.

Demo Video Code (In progress)
General In-Building Delivery Robot Research & Design

Project Leader, Climbing Program for Innovation and Research, SUSTech

Keywords: Scene Understanding, Semantic Mapping

As the project leader of a university-funded research program, I was responsible for designing the system architecture and implementing core modules for an autonomous indoor delivery robot, focusing on open-vocabulary semantic mapping and object-level representation to enhance scene understanding and task planning in structured environments.




Projects

UWB-Based Indoor Air-Ground Collaborative System

National College Students' Innovation and Entrepreneurship Training Program, SUSTech

Keywords: UWB Localization, UAV, Multi-Robot System

In this project, I was responsible for developing the UWB-based localization module and implementing motion control for ground robots, enabling precise indoor navigation and coordination with aerial platforms in GPS-denied environments.

Visible and Thermal Imaging Fusion Camera with Parallax Correction

SUSTech EE351 Microcomputer Principles and Microsystems Course Project

Keywords: Thermal Imaging, Sensor Fusion

In this course project, I designed a dual-spectrum imaging system based on Raspberry Pi 5, fusing visible and thermal images with parallax correction.

FPGA-Based Neural Network for Handwritten Digit Recognition

SUSTech EE332 Digital System Design Course Project

Keywords: FPGA, Neural Network, Hardware Acceleration

In this course project, I implemented a feed-forward neural network on an FPGA for handwritten digit recognition using the MNIST dataset. I designed the hardware architecture in VHDL, including parallel MAC units and pipeline modules, and optimized memory access for efficient on-chip inference acceleration.




Honors and Awards

First-Class Academic Scholarship

Southern University of Science and Technology

Member of the Wolong Program

Department of Electrical and Electronic Engineering, SUSTech

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