Publications

This list may be incomplete. For a complete and up to date list of publications please see Google Scholar.


2025
DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
Liao Shen, Tianqi Liu, Huiqiang Sun, Jiaqi Li, Zhiguo Cao, Wei Li, Chen Change Loy
CVPR 2025.
[Paper][Website][Code]
WildAvatar: Learning In-the-wild 3D Avatars from the Web
Zihao Huang, ShouKang Hu, Guangcong Wang, Tianqi Liu, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu
CVPR 2025.
[Paper][Website][Code]
F-LMM: Grounding Frozen Large Multimodal Models
Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Wentao Liu, Wei Li, Chen Change Loy
CVPR 2025.
[Paper][Website][Code]
2024
Generalizable Implicit Motion Modeling for Video Frame Interpolation
Zujin Guo, Wei Li, Chen Change Loy
NeurIPS 2024.
[Paper][Website][Code]
Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo
Tianqi Liu, Guangcong Wang, Shoukang Hu, Liao Shen, Xinyi Ye, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu
ECCV 2024.
[Paper][Website][Code]
RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition
Ziyu Liu, Zeyi Sun, Yuhang Zang, Wei Li, Pan Zhang, Xiaoyi Dong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang
arXiv 2024.
[Paper][Website][Code]
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy
IJCV 2024.
[Paper][Website][Code]
Contextual Object Detection with Multimodal Large Language Models
Yuhang Zang, Wei Li, Jun Han, Kaiyang Zhou, Chen Change Loy
IJCV 2024.
[Paper][Website][Code]
OMG-Seg: Is One Model Good Enough For All Segmentation?
Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy
CVPR 2024.
[Paper][Website][Code]
DeepInteraction++: Multi-Modality Interaction for Autonomous Driving
Zeyu Yang*, Nan Song*, Wei Li, Xiatian Zhu, Li Zhang, Philip HS Torr
arXiv 2024.
[Paper][Website][Code]
2023
Neural Operator Search
Wei Li, Shaogang Gong, Xiatian Zhu
Pattern Recognition 2023.
[Paper]
Siamese DETR
Gengshi Huang, Wei Li, Kun Wang, Zeren Chen, Jing Shao, Chen Change Loy, Lu Sheng
CVPR 2023.
[Paper][Website][Code]
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Wei Li, Jiahao Xie, Chen Change Loy
CVPR 2023.
[Paper][Website][Code]
Masked Frequency Modeling for Self-supervised Visual Pre-training
Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
ICLR 2023.
[Paper][Website][Code]
2022
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
Xingrun Xing, Yangguang Li, Wei Li, Wenrui Ding, Yalong Jiang, Yufeng Wang, Jing Shao, Chunlei Liu, Xianglong Liu
ECCV 2022.
[Paper][Website][Code]
Unified Vision and Language Prompt Learning
Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy
arXiv 2022.
[Paper][Website][Code]
DeepInteraction: 3D Object Detection via Modality Interaction
Zeyu Yang, Jiaqi Chen, Zhenwei Miao, Wei Li, Xiatian Zhu, Li Zhang
NeurIPS 2022 (Spotlight).
[Paper][Website][Code]
Open-Vocabulary DETR with Conditional Matching
Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy
ECCV 2022 (Oral).
[Paper][Website][Code]
2021
Hierarchical Distillation Learning for Scalable Person Search
Wei Li, Shaogang Gong, Xiatian Zhu
Pattern Recognition 2021.
[Paper]
Exploiting Distilled Learning for Deep Siamese Tracking
Chengxin Liu, Zhiguo Cao, Wei Li, Yang Xiao, Shuaiyuan Du, Angfan Zhu
ICPR 2021.
[Paper]
A Simple Feature Augmentation for Domain Generalization
Pan Li*, Da Li*, Wei Li, Shaogang Gong, Yanwei Fu, Timothy M Hospedales
ICCV 2021.
[Paper]
2020
Semi-Supervised Learning under Class Distribution Mismatch
Yanbei Chen, Xiatian Zhu, Wei Li, Shaogang Gong
AAAI 2020.
[Paper][Code]
Neural Graph Embedding for Neural Architecture Search
Wei Li, Shaogang Gong, Xiatian Zhu
AAAI 2020.
[Paper]
2019
Scalable Person Re-identification by Harmonious Attention
Wei Li, Xiatian Zhu, Shaogang Gong
IJCV 2019.
[Paper]
2018
Transferable Joint Attribute-identity Deep Learning for Unsupervised Person Re-identification
Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li
CVPR 2018.
[Paper]
Harmonious Attention Network for Person Re-identification
Wei Li, Xiatian Zhu, Shaogang Gong
CVPR 2018.
[Paper]
2017
Person Re-identification by Deep Joint Learning of Multi-loss Classification
Wei Li, Xiatian Zhu, Shaogang Gong
IJCAI 2017.
[Paper]
Attribute Recognition by Joint Recurrent Learning of Context and Correlation
Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li
ICCV 2017.
[Paper]
2015
Ground-based Cloud Image Categorization using Deep Convolutional Visual Features
Liang Ye, Zhiguo Cao, Yang Xiao, Wei Li
ICIP 2015.
[Paper]