Zhenchao Jin

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About

Zhenchao Jin is a rising researcher at the forefront of surgical robotics and 3D computer vision, with a focused expertise in deformable tissue reconstruction for endoscopic surgery. His most impactful work, "EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting," has rapidly accumulated over 30 citations since its initial 2024 preprint and 2025 publication, signaling strong interest from both the surgical and graphics communities. Jin’s major contribution lies in addressing a critical bottleneck in robotic surgery: the slow, computationally heavy optimization of dynamic radiance fields for reconstructing soft, moving tissues from single-viewpoint video. By pioneering the application of Gaussian Splatting—a state-of-the-art 3D representation—to the endoscopic domain, he has demonstrated a path toward real-time, high-fidelity 3D reconstruction that could dramatically improve intraoperative navigation and surgical planning. This work not only advances the technical frontier of deformable scene reconstruction but also holds tangible promise for enhancing the precision and safety of minimally invasive procedures. Jin’s research is a compelling example of how cutting-edge computer graphics techniques can be translated into impactful medical technologies.