Publications

ArxivInternVL

Zhe Chen, Weiyun Wang, Yue Cao, Yangzhou Liu, Zhangwei Gao, etc.. "Expanding performance boundaries of open-source multimodal models with model, data, and test-time scaling". Arxiv, 2025

PDF Code Model

ICLR

Chongjie Si*, Xuehui Wang*, Xue Yang, Zhengqin Xu, Qingyun Li, Jifeng Dai, Yu Qiao, Xiaokang Yang, Wei Shen#. "FLoRA: Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning". IEEE International Conference on Learning Representation (ICLR), 2025

PDF Code Zhihu

ECCV

Chongjie Si*, Xuehui Wang*, Xiaokang Yang, Wei Shen#. "Tendency-driven mutual exclusivity for weakly supervised incremental semantic segmentation". European Conference on Computer Vision (ECCV), 2024

PDF Code

ECCV

Tongkun Guan, Wei Shen#, Xue Yang, Xuehui Wang, Xiaokang Yang. "Bridging synthetic and real worlds for pre-training scene text detectors". European Conference on Computer Vision (ECCV), 2024

PDF Code

AAAI

Mengyang Wu, Yuzhi Zhao, Jialun Cao, Mingjie Xu, Zhongming Jiang, Xuehui Wang, Qinbin Li, Guangneng Hu, Shengchao Qin, Chi-Wing Fu. "ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation". Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025

PDF Code Model Dataset

AAAI

Chongjie Si, Zekun Jiang, Xuehui Wang, Yan Wang, Xiaokang Yang, Wei Shen. "Partial Label Learning with A Partner". Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024

PDF

TIP

Yuzhi Zhao, Lai-Man Po, Kangcheng Liu, Xuehui Wang, Wing-Yin Yu, Pengfei Xian, Yujia Zhang, Mengyang Liu. "SVCNet: Scribble-based video colorization network with temporal aggregation". IEEE Transactions on Image Processing (TIP), 2023

PDF Code Zhihu

ICLR

Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, Junchi Yan. "H2RBox: Horizonal Box Annotation is All You Need for Oriented Object Detection". International Conference on Learning Representations (ICLR), 2023

Code Arxiv

TPAMI

Wei Shen, Zelin Peng, Xuehui Wang, Huayu Wang, Jiazhong Cen, Dongsheng Jiang, Lingxi Xie, Xiaokang Yang, Qi Tian. "A Survey on Label-efficient Deep Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction". Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Arxiv Porject page

ECCV

Yuzhi Zhao, Yongzhe Xu, Qiong Yan, Dingdong Yang, Xuehui Wang, Lai-Man Po. "D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration". European Conference on Computer Vision (ECCV), 2022

Code Arxiv Dataset

NEUCOM

Kai Zhao, Xuehui Wang, Xingyu Chen, Ruixin Zhang, Wei Shen. "Rethinking Mask Heads for Partially Supervised Instance Segmentation". Neurocomputing, 2022

PDF

TMM

Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, et al. "ChildPredictor: A Child Face Prediction Framework with Disentangled Learning". IEEE Transactions on Multimedia (TMM), 2022

Project page Code Arxiv Dataset

CVPR

Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen. "ContrastMask: Contrastive Learning to Segment Every Thing". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Project page Code PDF Arxiv Presentation video

ICIP

Xuehui Wang, Qingyun Zhao, Lei Fan, Yuzhi Zhao, Tiantian Wang, Qiong Yan, Long Chen. "Semasuperpixel: A Multi-Channel Probability-Driven Superpixel Segmentation Method". IEEE International Conference on Image Processing (ICIP), 2021

PDF

WACVORAL

Yuzhi Zhao, Lai Man Po, Tingyu Lin, Xuehui Wang, Kangcheng Liu, Yujia Zhang, Wing Yin Yu, Pengfei Xian, Jingjing Xiong. "Legacy Photo Editing with Learned Noise Prior". Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021

Code Arxiv Dataset

ACCV

Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, Long Chen. "Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning". Proceedings of the Asian Conference on Computer Vision (ACCV), 2020

Project page Code PDF Slide