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H-tr/README.md

Hi, I'm Tianrun Hu 👋

I'm a PhD student in Computer Science at the National University of Singapore (NUS), advised by Prof. Harold Soh, and have been awarded the A*STAR Graduate Scholarship (Computing).

Previously, I was a Research Engineer at the Smart Systems Institute, NUS, under the supervision of Prof. David Hsu, where I worked closely with Dr. Hanbo Zhang.

Research

My research focuses on real-world mobile manipulation, with an emphasis on reasoning in unknown and dynamic environments. I develop representations and planning methods that enable robots to:

  • jointly reason about where to look and how to act under partial knowledge;
  • build action-oriented object and scene representations;
  • quantify uncertainty and adapt as the environment changes; and
  • tackle open-world, multi-step tasks in homes and public spaces.

My recent work spans visibility-aware mobile grasping, open-world robot planning, uncertainty-aware visual grounding, robotic manipulation, and multimodal human–robot interaction.

Let's connect

I'm always happy to discuss research, collaborate, or chat with students interested in robotics and graduate study.

🌐 Personal website · 📚 Publications · 📄 Resume

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  1. AdaCompNUS/Autolife-Planning AdaCompNUS/Autolife-Planning Public

    The planning module for autolife robot

    C++ 11 3

  2. Gaussian-Splatting-Toolkit/Gaussian-Splatting-Toolkit Gaussian-Splatting-Toolkit/Gaussian-Splatting-Toolkit Public

    The Gaussian Splatting Toolkit is a cutting-edge collection of tools designed for new view synthesis using Gaussian splatting techniques, providing a novel explicit 3D representation for scene rend…

    Python 99 8

  3. AdaCompNUS/rls-digital-twin AdaCompNUS/rls-digital-twin Public

    The Digital Twin Project simulates the Robot Living Studio environment with an integrated Fetch robot in GAZEBO, enabling seamless development and testing of robotic control systems.

    Python 8 2

  4. object_planner object_planner Public

    High performance, 3D SIMD pointcloud collision checking, arbitrary object 2D configuration space RRT* motion planner.

    C++ 5 1