Visual Understanding
Open-vocabulary perception, semantic segmentation, and robust visual-language inference.
Visual Understanding / 3D Representation / Vision-Language
Chen Yanhui
I am an undergraduate researcher at Guangdong University of Technology. My work focuses on visual understanding and 3D representation, spanning open-vocabulary segmentation, language-driven 3DGS editing, and robust adaptation for vision-language models.
Chen Yanhui
Guangdong University of Technology
Research
Core research directions
3D Representation
Language-driven 3D Gaussian Splatting editing and multi-view semantic correspondence.
Test-Time Adaptation
Reliability-aware adaptation for vision-language models under modality-specific shift.
Papers
Selected papers
Representative papers are listed below. Ongoing updates are maintained on this homepage and linked profiles.
CoCo-SAM3: Harnessing Concept Conflict in Open-Vocabulary Semantic Segmentation
Yanhui Chen, Baoyao Yang, Siqi Liu, Jingchao Wang.
TransSplat: Unbalanced Semantic Transport for Language-Driven 3DGS Editing
Yanhui Chen, Jiahong Li, Jingchao Wang, Junyi Lin, Zixin Zeng, Yang Shi.
Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift
Lixian Chen, Mingxuan Huang, Yanhui Chen, Junyi Lin, Yang Shi.
Highlights
Patents, project, and awards
基于多提示协同与迁移学习的裂缝图像与视频分割方法及系统
First inventor.
基于深度重构网络与多维特征融合的结构损伤识别方法
Third inventor.
基于深度学习的高延性混凝土裂缝识别及裂纹特征发展预测研究
Provincial undergraduate innovation project, Mar 2025 - Present.
Recent awards
2025 National College Mathematical Contest in Modeling (Provincial Second Prize); National Innovation and Entrepreneurship Competition Provincial Gold Award; GDUT Outstanding Student Scholarship (2023-2024 Second Prize, 2024-2025 First Prize); GDUT Outstanding Student Cadre Scholarship; 2025 GDUT Top Youth League Secretary and Top Youth League Branch honors.
Experience
Leadership, internship, and skills
启明星党建办公室 - 主任
负责院内党务组事务，熟悉入党流程、档案与党务信息管理，协同组织与沟通工作。
广州佰司特人力资源有限公司 - AI 猎头实习 (2024.08-2024.11)
参与 BD 方向工作，覆盖人工智能、NLP、能源、IT 与医疗器械岗位寻访，积累了谈判沟通与岗位分析经验。
Languages, engineering, and office tools
English CET-4/CET-6, Cantonese; Python, C/C++, ROS2, machine learning and deep learning; proficient in Office tools.
Links