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Yuenan Hou
Researcher, Shanghai AI Laboratory
Joined
December 2019
Names
Yuenan Hou
(Preferred)
,
Yuenan HOU
Emails
****@ie.cuhk.edu.hk
(Confirmed)
,
****@pjlab.org.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Researcher
Shanghai AI Laboratory
(pjlab.org.cn)
2021
–
Present
PhD student
The Chinese University of Hong Kong
(cuhk.edu.hk)
2017
–
2021
Intern
SenseTime Research
(sensetime.com)
2017
–
2017
Undergrad student
Nanjing University
(nju.edu.cn)
2013
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Chen Change Loy
2017
–
2021
PhD Advisor
Xiaoou Tang
2017
–
2021
Expertise
Multi-modal learning
2021
–
Present
3D perception
2021
–
Present
Model compression
2017
–
Present
Robot manipulation
2024
–
2025
Network pruning
2020
–
2021
Knowledge distillation
2017
–
2020
Lane detection
2018
–
2019
Reinforcement learning
2016
–
2017
Publications
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase
Youquan Liu
,
Runnan Chen
,
Xin Li
,
Lingdong Kong
,
Yuchen Yang
,
Zhaoyang Xia
,
Yeqi BAI
,
Xinge ZHU
,
Yuexin Ma
,
Yikang LI
,
Yu Qiao
,
Yuenan Hou
16 Sept 2023
OpenReview Archive Direct Upload
Readers:
Everyone
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP
Runnan Chen
,
Youquan Liu
,
Lingdong Kong
,
Xinge ZHU
,
Yuexin Ma
,
Yikang LI
,
Yuenan Hou
,
Yu Qiao
,
Wenping Wang
19 Jan 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading
Xiaohan Xing
,
Zhen Chen
,
Meilu Zhu
,
Yuenan Hou
,
Zhifan Gao
,
Yixuan Yuan
2022 (modified: 02 Nov 2022)
MICCAI (5) 2022
Readers:
Everyone
Vision-Centric BEV Perception: A Survey
Yuexin Ma
,
Tai Wang
,
Xuyang Bai
,
Huitong Yang
,
Yuenan Hou
,
Yaming Wang
,
Yu Qiao
,
Ruigang Yang
,
Dinesh Manocha
,
Xinge Zhu
2022 (modified: 02 Nov 2022)
CoRR 2022
Readers:
Everyone
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes
Peishan Cong
,
Xinge Zhu
,
Feng Qiao
,
Yiming Ren
,
Xidong Peng
,
Yuenan Hou
,
Lan Xu
,
Ruigang Yang
,
Dinesh Manocha
,
Yuexin Ma
2022 (modified: 02 Nov 2022)
CoRR 2022
Readers:
Everyone
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation
Yuenan Hou
,
Xinge Zhu
,
Yuexin Ma
,
Chen Change Loy
,
Yikang Li
2022 (modified: 02 Nov 2022)
CoRR 2022
Readers:
Everyone
Mind the Gap in Distilling StyleGANs
Guodong Xu
,
Yuenan Hou
,
Ziwei Liu
,
Chen Change Loy
2022 (modified: 02 Nov 2022)
CoRR 2022
Readers:
Everyone
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection
Xin Li
,
Botian Shi
,
Yuenan Hou
,
Xingjiao Wu
,
Tianlong Ma
,
Yikang Li
,
Liang He
2022 (modified: 02 Nov 2022)
CoRR 2022
Readers:
Everyone
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection
Xin Li
,
Botian Shi
,
Yuenan Hou
,
Xingjiao Wu
,
Tianlong Ma
,
Yikang Li
,
Liang He
2022 (modified: 02 Nov 2022)
ECCV (38) 2022
Readers:
Everyone
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation
Yuenan Hou
,
Xinge Zhu
,
Yuexin Ma
,
Chen Change Loy
,
Yikang Li
2022 (modified: 02 Nov 2022)
CVPR 2022
Readers:
Everyone
View all 24 publications
Co-Authors
Botian Shi
Chen Change Loy
Chunlin Chen
Chunxiao Liu
Dinesh Manocha
Feng Qiao
Guodong Xu
Hang Li
Hongsheng Li
Huitong Yang
Lan Xu
Liang He
Lifeng Liu
Lingdong Kong
Max Q.-H. Meng
Meilu Zhu
Peishan Cong
Qing Wei
Ruigang Yang
Runnan Chen
Tai Wang
Tak-Wai Hui
Tianlong Ma
Wenping Wang
Xiaohan Xing
View all 48 co-authors