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Wenxu Zhou I am a first-year Ph.D. student at University of Science and Technology of China (USTC). I am currently conducting research in the Graphics & Geometric Computing Laboratory (GCL), School of Mathematical Sciences, under the supervision of Prof. Juyong Zhang. Before joining GCL, I received my M.S. degree in Electronic Information from the Department of Electronic Engineering and Information Science (EEIS), USTC, where I was advised by Prof. Dong Yin. I earned my B.Eng. degree in Electronic Information Engineering from the School of Electronics and Information Engineering, Anhui University (AHU). My research interests include 3d vision, generative models and embodied AI. |
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Research InterestsSpecifically, my work (some papers are highlighted) focuses on the following sub-fields:
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IL3D: A Large-scale indoor layout dataset for LLM-Driven 3D Scene Generation
Wenxu Zhou, Kaixuan Nie, Hang Du, Dong Yin, Wei Huang, Siqiang Guo, Xiaobo Zhang, Pengbo Hu arXiv, 2025 project page / arXiv / BibTeX / code / dataset IL3D, a large-scale dataset with 27,816 indoor layouts and 29,215 3D assets, supports LLM-driven 3D scene generation. It includes natural language annotations and rigorous benchmarks, enhancing the 3D scene generation task. |
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Open-Vocabulary Endoscopic Scene Understanding via 4D Language Gaussian Splatting
Wenxu Zhou, Dong Yin BIBM, 2025 paper / BibTeX / code EndoLGS, a 4D Language Gaussian Splatting for endoscopic scenes dynamic reconstruction and semantic understanding, shows significant potential for robot-assisted surgery. |
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Endo2DGS: Endoscopic Scene Reconstruction with High-fidelity Geometry
Wenxu Zhou, Taoran Sun, Tianle Hu, Jiulin Li, Dong Yin PRCV, 2025 paper / BibTeX Endo2DGS, a novel reconstruction framework for endoscopic scenes, addresses geometric inconsistencies in dynamic digestive tract modeling, achieving high-fidelity 4D reconstruction. |
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Academic Services |
| Conference Reviewer: PRCV, AAAI. Journal Reviewer: T-PAMI. |
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