Xuelin Qian

Associate Professor
the School of Automation
Northwestern Polytechnical University
Office: 127 Youyi West Road, Xi'an City, Shaanxi Province
Email: xlqian at nwpu dot edu dot cn or xuelinq92 at gmail dot com
(~~xlqian at fudan dot edu dot cn~~del>)

Biography

Hi! I am currently an Associate Professor at the School of Automation, Northwestern Polytechnical University.

I was a postdoctoral research fellow at the School of Data Science, Fudan University with Prof. Yanwei Fu. I ave completed my PHD study at the School of Computer Science, Fudan University, under the supervision of Prof. Xiangyang Xue. Previously, I received the Bachelor's degree from Xidian University, and majored in Mathematics and Applied Mathematics during my undergraduate study.

My research interests span computer vision, machine learning and deep learning. At present, I devote to the research of human understanding, model robust, image generation and computer-aided diagnosis.

Open-source projects can be found at GitHub, and publications can be found at Google Scholar. More details are in CV.

News

[09/2024] One paper is accepted by TPAMI about data-free black-box attack (DraKe). Congrats to all co-authors!

[09/2024] Two papers to appear in ML 2024 (ACML Journal track) on person Re-ID pre-training (Diffusion-ReID)[Code] and lifelong person Re-ID (DASA). Congrats to all co-authors!

[07/2024] One papers is accepted by ACM MM 2024 about model robustness (SSEAT). Congrats to all co-authors!

[07/2024] Three papers are accepted by ECCV 2024. Congrats to all co-authors!

[06/2024] One paper is accepted by TIFS 2024 on cloth-changing person re-id (FIRe2) and code has been released [Code].

[11/2023] We have released the code for ICCV 2023 paper about amodal object segmentation (C2F-Seg) [Code].

[07/2023] Three papers are accepted by ICCV 2023 on amodal object segmentation (C2F-Seg), 3D shape generation (ImAM), and video amodal segmentation (EoRaS).

[02/2023] One paper is accepted by CVPR 2023 on overall survival time prediction (CAWIM).

[12/2022] We have released the code for an ACCV Oral 2022 paper about cloth-changing person re-id CAMC [Code].

[10/2022] One paper is accepted by WACV 2023 on 3D object detection (ImpDet).

[09/2022] Two papers to apper in ACCV 2022 (1 Poster and 1 Oral) on human motion animation (QS-Craft) and person re-id (CAMC).

[03/2022] One paper is accepted by CVPR 2022 on adversarial examples (DST).

[08/2021] We have released the dataset and code of ACCV Oral 2020 about long-term cloth-changing re-id LTCC [Dataset] [Code].

[01/2021] We have released the code for TPAMI 2019 paper MuDeep_V2 [Code].

[10/2020] One paper is accepted by JBHI 2020 on medical image analysis (M³Lung-Sys). [Project Page]

[05/2020] One paper is accepted in ACCV 2020 as Oral Presentation on person re-identification (LTCC). [Dataset]

[09/2020] We have released a new makeup face verification dataset. FM2u-Net. [Dataset]

[06/2020] We have released a new cloth-changed ReID dataset. VC-Clothes Dataset. [Dataset]

[03/2020] One paper is accepted by CVPR 2020 on face recognition (FM2u-Net).

[02/2020] One paper is accepted by CVPR Workshop 2020 on person re-identification (Cloth-changed ReID).

[07/2019] One paper is accepted by TPAMI 2019 on person re-identification (MuDeep_V2).

[08/2018] One paper is accepted by ECCV 2018 on person re-identification (PN-GAN). [Code]

[07/2017] One paper is accepted by ICCV 2017 on person re-identification (MuDeep_V1). [Code]

Publications

(*: equal contribution; ✝: corresponding author)

Dynamic Routing and Knowledge Re-Learning for Data-free Black-box Attack

Xuelin Qian, Wenxuan Wang, Yu-Gang Jiang, Xiangyang Xue, Yanwei Fu.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024

[Paper]

Sustainable Self-evolution Adversarial Training

Wenxuan Wang, Chenglei Wang, Huihui Qi, Menghao Ye, Xuelin Qian^✝, Peng Wang, Yanning Zhang.

ACM International Conference on Multimedia (ACM MM), 2024

[Paper]

Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification

Qizao Wang, Xuelin Qian^✝, Bin Li, Xiangyang Xue, Yanwei Fu

IEEE Transactions on Information Forensics and Security (TIFS), 2024

[Paper] [Code]

Coarse-to-Fine Amodal Segmentation with Shape Prior

Jianxiong Gao, Xuelin Qian^✝, Yikai Wang, Tianjun Xiao^✝, Tong He, Zheng Zhang, Yanwei Fu

IEEE International Conference on Computer Vision (ICCV), 2023

[Project Page] [Paper] [Code]

Learning Versatile 3D Shape Generation with Improved Auto-regressive Models

Simian Luo^*, Xuelin Qian^*, Yanwei Fu, Yinda Zhang, Ying Tai, Zhenyu Zhang, Chengjie Wang, Xiangyang Xue

IEEE International Conference on Computer Vision (ICCV), 2023

[Paper]

Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation

Ke Fan, Jingshi Lei, Xuelin Qian^✝, Miaopeng Yu, Tianjun Xiao^✝, Tong He, Zheng Zhang, Yanwei Fu

IEEE International Conference on Computer Vision (ICCV), 2023

[Paper] [Code]

Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction

Xiang Li^*, Xuelin Qian^*, Litian Liang^*, Lingjie Kong, Qiaole Dong, Jiejun Chen, Dingxia Liu, Xiuzhong Yao, Yanwei Fu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper]

ImpDet: Exploring Implicit Fields for 3D Object Detection

Xuelin Qian, Li Wang, Yi Zhu, Li Zhang, Yanwei Fu, Xiangyang Xue.

Winter Conference on Applications of Computer Vision (WACV), 2023

[Paper]

Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification

Qizao Wang, Xuelin Qian^✝, Yanwei Fu, Xiangyang Xue.

Asian Conference on Computer Vision (ACCV), 2022 (Oral)

[Paper] [Code]

QS-Craft: Learning to Quantize, Scrabble and Craft for Conditional Human Motion Animation

Yuxin Hong, Xuelin Qian^✝, Simian Luo, Yanwei Fu, Guodong Guo, Xiangyang Xue.

Asian Conference on Computer Vision (ACCV), 2022

[Paper]

DST: Dynamic Substitute Training for Data-free Black-box Attack

Wenxuan Wang, Xuelin Qian^✝, Yanwei Fu, Xiangyang Xue.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

[Paper]

M³Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging

Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue.

IEEE Journal of Biomedical and Health Informatics (JBHI), 2020

[Paper] [Project Page]

Long-Term Cloth-Changing Person Re-identification

Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue.

Asian Conference on Computer Vision (ACCV), 2020 (Oral)

[Paper] [Project Page] [Dataset] [Code]

FM2u-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification

Wenxuan Wang, Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Tian Qi, Xiangyang Xue.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

[Paper] [Project Page] [Dataset Google Drive]

When Person Re-identification Meets Changing Clothes

Fangbin Wan, Yang Wu, Xuelin Qian, Yixiong Chen, Yanwei Fu.

15th IEEE Computer Society Workshop on Biometrics 2020, In conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPRW), 2020

[Paper] [Project Page] [Dataset Google Drive]

Leader-based Multi-Scale Attention Deep Architecture for Person Re-identification

Xuelin Qian, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue.

IEEE transactions on pattern analysis and machine intelligence (TPAMI), 2019

[Paper] [Project Page] [Code]

Pose-Normalized Image Generation for Person Re-identification

Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue.

European Conference on Computer Vision (ECCV), 2018

[Paper] [Code]

Scsp: Spectral clustering filter pruning with soft self-adaption manners

Huiyuan Zhuo, Xuelin Qian, Yanwei Fu, Heng Yang, Xiangyang Xue.

arXiv preprint arXiv:1806.05320, 2018

[Paper]

Multi-scale deep learning architectures for person re-identification

Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue.

IEEE International Conference on Computer Vision (ICCV), 2017

[Paper] [Code]

Academic Activities

Conference reviewer: CVPR, ECCV, ICCV, NeurIPS, AAAI, ACM MM, IJCAI, WACV, ACCV.

Journal reviewer: TPAMI, TMM, TIP, JBHI.