|
Yuenan Hou is a Researcher of Shanghai AI Laboratory, led by Dr. Xiao Sun and Prof. Yu Qiao. He obtained the Ph.D. degree from the Chinese University of Hong Kong (Multimedia Lab) in August 2021, under the supervision of Prof. Chen Change Loy and Prof. Xiaoou Tang. He received his B.E degree from Nanjing University in July 2017, supervised by Prof. Chunlin Chen and Prof. Xianzhong Zhou. His research interest includes 3D Perception, Embodied AI and Large Vision Models. If you are interested in research intern/engineer or joint-training PhD programs or academic/industrial collaboration in Shanghai AI Lab, please send the e-mail to houyuenan[at]pjlab.org.cn. |
 |
|
|
-
One paper is accepted by ISPRS (IF=12.7). (2024-09)NEW!
-
One paper is accepted by TPAMI (IF=20.8). (2024-08)
-
One paper is accepted by ECCV. (2024-07)
-
Two papers are accepted by CVPR. (2024-02)
-
Two papers are accepted by AAAI, including one Oral. (2024-01)
|
|
|
Aug. 2017 - Aug. 2021 , Information Engineering, the Chinese University of Hong Kong Doctor of Philosophy |
|
Sep. 2013 - Jul. 2017 , Automation, Nanjing University Bachelor of Engineering |
|
|
|
Jan. 2023 - now , work in Shanghai AI Lab (OpenGVLab) |
|
Aug. 2021 - Dec. 2022 , work in Shanghai AI Lab (ADG) |
|
Apr. 2020 - May. 2020 , internship in SenseTime |
|
Mar. 2017 - May. 2017 , internship in SenseTime |
|
|
*: Corresponding Author(s)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Rank 1st on the Waymo 2022 3D Semantic Segmentation Challenge and SemanticKITTI LiDAR Semantic Segmentation Challenge (single-scan)!!! |
|
|
|
|
|
|
|
|
|
|
|
|
|
One of the most influential paper in the lane detection field! |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
-
Xiaopei Wu (PhD at ZJU)
-
Nange Wang (SJTU)
-
Haoxuan Ma (SEU)
-
Sizhe Zheng (NUAA)
-
Zhiting Zhou (THU)
-
Yulin Chen (SEU)
-
Heng Li (PhD at USTC)
-
Weijie Li (PhD at NUDT)
-
Jiaojiao Su (CSU)
-
Zijia Chen (Master at NUDT)
|
|
-
Chenxi Huang (PhD at ZJU)
-
Zeren Chen (PhD at BUAA)
-
Yingjie Wang (PhD at USTC)
-
Lidian Wang (PhD at USTC)
-
Jingyuan Xie (THU)
-
Jiaao Tang (THU)
-
Xin Li (PostDoc at SJTU)
-
Zhaoyang Xia (Researcher at SH AI Lab)
-
Yeqi Bai (NTU)
-
Runnan Chen (PostDoc at USYD)
-
Lingdong Kong (PhD at NUS)
-
Kai Li (Master at SUSTC)
-
Junchao Gong (PhD at SJTU)
-
Youquan Liu (PhD at Fudan)
|
|
-
Area chair of PRCV 2023
-
Conference reviewer of CVPR, ICCV, ECCV, ICLR, NeurIPS, AAAI, IJCAI, WACV
-
Journal reviewer of TPAMI, IJCV, TIP, Neurocomputing, T-IV, RA-L, TCSVT, IET, Advanced Robotics, TGRS, JSTARS
-
Invited talk at Zhidongxi Open Classes, "Advances and Challenges of 3D Foundation Models in the Autonomous Driving Field", 2023
-
Invited talk at School of Computer Science and Technology, East China Normal University, "Advances and Challenges of 3D Foundation Models in the Autonomous Driving Field", 2023
-
Invited talk at School of Information Science and Technology, ShanghaiTech University, "Recent Advances and Challenges of 3D Perception Tasks", 2022
-
Invited talk at School of Computer Science, Wuhan University, "Improving Deep Network Performance via Model Compression", 2021 [ppt pdf]
-
Invited talk at School of Cyber Science and Engineering, Wuhan University, "Improving Deep Network Performance via Model Compression", 2021
-
Invited talk at School of Artificial Intelligence, Sun Yat-sen University, "Improving Deep Network Performance via Model Compression", 2020
|
|
-
Rank 1st in SemanticKITTI LiDAR Semantic Segmentation Challenge (multi-scan), 1/50, Apr. 2023
-
Visiting Scholar, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Mar. 2023
-
Rank 1st in nuScenes LiDAR Semantic Segmentation Challenge, 1/25, the "UniSeg" entry, Oct. 2022
-
Rank 1st in Waymo 3D Object Detection Challenge, 1/100, the "LoGoNet_Ens" entry, Oct. 2022
-
Rank 1st in SemanticKITTI Semantic Scene Completion Challenge, 1/19, the "SCPNet" entry, Oct. 2022
-
Rank 1st in SemanticKITTI Panoptic Segmentation Challenge, 1/30, the "UniSeg" entry, Jul. 2022
-
Rank 1st in SemanticKITTI 4D Panoptic Segmentation Challenge, 1/7, the "UniSeg" entry, Jul. 2022
-
Rank 1st in SemanticKITTI LiDAR Semantic Segmentation Challenge (single-scan), 1/300, the "Point-Voxel-KD" entry, Jun. 2022
-
Rank 1st in Waymo 3D Semantic Segmentation Challenge, 1/20, the "Cylinder3D" entry, May 2022
-
Shanghai Leading Talent Program, Shanghai Government, Dec. 2021
-
Shanghai Specially-Invited Expert, Shanghai Government, Dec. 2021
-
Rank 2nd in SemanticKITTI LiDAR Semantic Segmentation Challenge (multi-scan), 2/100, the "PVKD" entry, Dec. 2021
-
Rank 1st in ApolloScape Lane Segmentation Challenge, Baidu, 1/104, the "Codes-for-IntRA-KD" entry, Sep. 2020
-
Postgraduate Scholarship, the Chinese University of Hong Kong, 2017 ~ 2021
-
Third Prize of Jiangsu Province for Undergraduate Thesis, Nanjing University, 2017 [paper pdf] [awards list]
-
Zhenggang Scholarship, Nanjing University, 2017
-
Mathematical Contest in Modeling (MCM), Meritorious Winner (13%), 2016 [paper pdf]
-
Liao's Scholarship, Nanjing University, 2015
-
National Scholarship, Nanjing University, 2014