Yandan Yang

I'm a research engineer at BIGAI in Beijing, China. My interests lie in computer vision and artificial intelligence, with a special focus on scene synthesis and generative AI. I used to work as an algorithm engineer in Tencent in 2021-2023. Previously, I received my Master (2021) & Bachelor(2018) degree from Beihang University, in China.

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Research

	MetaScenes: Towards Automated Replica Creation for Real-world 3D Scans Huangyue Yu, Baoxiong Jia, Yixin Chen, Yandan Yang, Puhao Li, Rongpeng Su, Jiaxin Li, Qing Li, Wei Liang, Song-Chun Zhu, Tengyu Liu, Siyuan Huang, Conference on Computer Vision and Pattern Recognition (CVPR) 2025* AI3DG @ CVPR 2025 (* indicates equal contribution.) Paper / Project
	PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI Yandan Yang, Baoxiong Jia, Peiyuan Zhi, Siyuan Huang, Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (Highlight) AI3DG @ CVPR 2024 (* indicates equal contribution.) Paper / Project / Code We introduce PhyScene, a novel method dedicated to generating interactive 3D scenes characterized by realistic layouts, articulated objects, and rich physical interactivity tailored for embodied agents..
	Latent Domain Generation for Unsupervised Domain Adaptation Object Counting Anran Zhang, Yandan Yang, Jun Xu, Xianbin Cao, Xiantong Zhen, Ling Shao, IEEE TRANSACTIONS ON MULTIMEDIA(TMM) 2023 Paper
	IncreACO: Incrementally Learned Automatic Check-out with Photorealistic Exemplar Augmentation Yandan Yang, Lu Sheng, Xiaolong Jiang, Haochen Wang, Dong Xu, Xianbin Cao, WACV 2021 Paper
	Attentional Kernel Encoding Networks for Fine-Grained Visual Categorization Yutao Hu, Yandan Yang, Jun Zhang, Xianbin Cao, Xiantong Zhen, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY(IEEE TCSVT) 2021 Paper
	Few-shot semantic segmentation with democratic attention networks Haochen Wang, Xudong Zhang, Yutao Hu, Yandan Yang, Xianbin Cao, Xiantong Zhen, ECCV 2020 Paper