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Wenxu Zhou I am a master student at University of Science and Technology of China, and supervised by Prof. Dong Yin in EEIS Department. Before that, I received my bachelor’s degree in Electronic Information Engineering at Anhui University. My research interests include 3D computer vision and medical image analysis. |
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Publications |
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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 (Paper Under Review) project page / arXiv / 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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RoomGen: Text-Driven Agentic 3D In-door Scene Synthesis and Editing
Pengbo Hu, Wenxu Zhou, Kaixuan Nie, Hang Du, Dong Yin, Siqiang Guo, Xiaobo Zhang, Wei Huang arXiv, 2025 (Paper Under Review) arXiv / code We propose an agent-based, sequential object placement framework for 3D indoor scene generation supports incremental editing and uses a solver fusing semantic and visual cues to produce more plausible, consistent, and realistic layouts. |
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Open-Vocabulary Endoscopic Scene Understanding via 4D Language Gaussian Splatting
Wenxu Zhou, Dong Yin (Paper Under Review) 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 Endo2DGS, a novel reconstruction framework for endoscopic scenes, addresses geometric inconsistencies in dynamic digestive tract modeling, achieving high-fidelity 4D reconstruction. |
Teaching |
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Teaching Assistant Data Structure and Algorithm (210070.06) 2024 Fall, Undergraduate/ Major Course School of Information Science and Technology |
Academic Services |
| Conference Reviewer: PRCV, AAAI |
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