Research
My primary research topic is about 3D scene understanding. Working on projects related to human pose estimation and generative models.
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Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation of Indoor Scenes
Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai
TPAMI, 2022 (ICCV 2021 SI invited)
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LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation
Zeyu Hu, Xuyang Bai, Runze Zhang, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai
ECCV, 2022
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TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers.
Xuyang Bai, Zeyu Hu, Xinge Zhu, Qingqiu Huang, Yilun Chen, Hongbo Fu, Chiew-Lan Tai
CVPR, 2022
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VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation
Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai
ICCV, 2021 (Oral)
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Learning to Match Features with Seeded Graph Matching Network.
Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan
ICCV, 2021
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PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency.
Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai
CVPR, 2021
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JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds.
Zeyu Hu, Mingmin Zhen, Xuyang Bai, Hongbo Fu, Chiew-lan Tai
ECCV, 2020
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Experience
Lightspeed Studios, Tencent, Aug.2020-Present
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Reviewer Services
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
European Conference on Computer Vision (ECCV)
Association for the Advancement of Artificial Intelligence (AAAI)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Visualization and Computer Graphics (TVCG)
International Symposium on Mixed and Augmented Reality (ISMAR)
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