教育经历
2012年，本科毕业于浙江大学计算机科学与技术学院。
2017年，获得香港科技大学计算机科学系博士学位，师从著名华人计算机视觉学者权龙教授。
工作经历
2013年至2017年，作为联合创始人创立了Alituzre，后来被苹果公司收购。
2017年至2023年，在阿里云人工智能实验室担任总监。
2023年至今，任职于复旦大学人工智能创新与产业研究院，担任研究员和博士生导师。
研究方向
主要研究方向包括视频和三维生成式模型，涉及基于视觉的三维和视频的重建、生成、理解、方针和模拟；以及深度学习和模式识别领域，包括自监督学习、人体姿势估计、语义分割、目标检测、图像分类和显著物体检测。
主要成果
发表了50余篇高水平会议和期刊论文，包括CVPR、ICCV、ICLR和TPAMI等计算机视觉和机器学习领域。在40余个计算机视觉国际比赛和榜单上取得第一名，涵盖Tanks and Temple、ScanNet、DTU、KITTI、Matterport3D、NYUv2、InLoc、Cambridge Landmarks等。在阿里云领导开发了三维视觉和视频感知技术体系，推动了较大规模的应用转化，服务于政府、零售、交通、地产、文旅和教育等行业的大型企业客户，带动数亿元的商业收入，服务过超过亿级用户。
招生专业
依托计算机科学技术学院招生，招生专业为计算机应用技术、电子信息。
发表论文
1. Weihao Yuan, Xiaodong Gu, Heng Li, Zilong Dong, Siyu Zhu. Monocular Scene Reconstruction with 3D SDF Transformers. International Conference on Learning Representations (ICLR). 2023
2. Xiaodong Gu, Chengzhou Tang, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Ping Tan. RCP: Recurrent Closest Point for Scene Flow Estimation on 3D Point Clouds. Computer Vision and Pattern Recognition (CVPR). 2022
3. Weihao Yuan, Xiaodong Gu, Dai, Zuozhuo, Siyu Zhu, Ping Tan Neural Window Fully-Connected CRFs for Monocular Depth Estimation. Computer Vision and Pattern Recognition (CVPR)}. 2022
4. Shitao Tang, Jiahui Zhang, Siyu Zhu, Ping Tan. QuadTree Attention for Vision Transformers. International Conference on Learning Representations (ICLR). 2022
5. Shitao Tang, Chengzhou Tang, Rui Huang, Siyu Zhu, Ping Tan. Learning Camera Localization via Dense Scene Matching. Computer Vision and Pattern Recognition (CVPR). 2021
6. Lizhe Liu, Xiaohao Chen, Siyu Zhu, Ping Tan. CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution. International Conference on Computer Vision (ICCV). 2021
7. Zhiwen Fan, Lingjie Zhu, Honghua Li, Xiaohao Chen, Siyu Zhu, Ping Tan. FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting. International Conference on Computer Vision (ICCV). 2021
8. Lei Li, Siyu Zhu, Hongbo Fu, Ping Tan, Chiew-Lan Tai. End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds. Computer Vision and Pattern Recognition (CVPR). 2020
9. Runze Zhang, Siyu Zhu, Tianwei Shen, Lei Zhou, Zixin Luo, Tian Fang, Long Quan. Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2020
10. Sicong Tang, Feitong Tan, Kelvin Cheng, Zhaoyang Li, Siyu Zhu, Ping Tan. A Neural Network for Detailed Human Depth Estimation from a Single Image. International Conference on Computer Vision (ICCV)}. 2019
11. Zuozhuo Dai, Mingqiang Chen, Siyu Zhu, Ping Tan. Batch DropBlock Network for Person Re-identification and Beyond. International Conference on Computer Vision (ICCV). 2019
12. Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan. Learning and Matching Multi-View Descriptors for Registration of Point Clouds. European Conference on Computer Vision (ECCV). 2018
13. Siyu Zhu, Runze Zhang, Lei Zhou, Tianwei Shen, Tian Fang, Ping Tan, Long Quan. Very Large-Scale Global SfM by Distributed Motion Averaging. Computer Vision and Pattern Recognition (CVPR). 2018
14. Tianwei Shen, Siyu Zhu, Tian Fang, Runze Zhang, Long Quan. Graph-based consistent matching for structure-from-motion. European Conference on Computer Vision (ECCV)}. 2016
15. Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan. Progressive large scale-invariant image matching in scale space. International Conference on Computer Vision (ICCV). 2017
16. Runze Zhang, Siyu Zhum Tian Fang, Long Quan. Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus. International Conference on Computer Vision (ICCV). 2017
17. Siyu Zhu, Tian Fang, Jianxiong Xiao, Long Quan. Local Readjustment for High-Resolution 3D Reconstruction. Computer Vision and Pattern Recognition (CVPR). 2014
