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Selected Publications
See the full list on
Google Scholar
Dissertation:
Research on Person Re-Identification Methods Based on Deep Learning
Suncheng Xiang
Ph.D. Dissertation, Shanghai Jiao Tong University, Computer Science and Technology, March 2022.
[
Paper
]
Preprints:
Deep Multimodal Collaborative Learning for Polyp Re-Identification
Jiacheng Ruan, Jingsheng Gao, Mingye Xie,
Suncheng Xiang
*
arXiv preprint, 2024.
[
arXiv
] [
Project Page
]
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
Jiacheng Ruan,
Suncheng Xiang
*
arXiv preprint, 2024.
[
arXiv
] [
Project Page
] [
Zhihu Post
]
Supervised Contrastive Learning for Fine-grained Chromosome Recognition
Ruijia Chang,
Suncheng Xiang
, Chengyu Zhou, Kui Su, Dahong Qian, Jun Wang
arXiv preprint, 2023.
[
arXiv
] [
Project Page
]
Towards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning
Chen Liu, Can Han, Chengfeng Zhou, Crystal Cai,
Suncheng Xiang
, Hualiang Ni and Dahong Qian
arXiv preprint, 2023.
[
arXiv
] [
Project Page
]
Towards Discriminative Representation with Meta-learning for Colonoscopic Polyp Re-Identification
Suncheng Xiang
, Qingzhong Chen, Shilun Cai, Chengfeng Zhou, Crystal Cai, Sijia Du, Zhengjie Zhang, Yunshi Zhong, Dahong Qian
arXiv preprint, 2023.
[
arXiv
] [
Project Page
]
Learning Robust Visual-Semantic Embedding for Generalizable Person Re-identification
Suncheng Xiang
, Jingsheng Gao, Mengyuan Guan, Jiacheng Ruan, Chengfeng Zhou, Ting Liu, Dahong Qian, Yuzhuo Fu
arXiv preprint, 2023.
[
arXiv
] [
Project Page
]
Attribute Analysis with Synthetic Dataset for Person Re-Identification
Suncheng Xiang
, Yuzhuo Fu, Guanjie You, Ting Liu
arXiv preprint, 2020.
[
arXiv
]
Journal Publications:
2024 (5)
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation
Jiacheng Ruan, Jingsheng Gao, Mingye Xie,
Suncheng Xiang
*
Machine Learning
(MLJ)
, 2024. (CCF-B)
[
Paper
] [
arXiv
] [
Project Page
]
Deep Learning–Based Facial and Skeletal Transformations for Surgical Planning
Jiahao Bao, Xiangning Zhang,
Suncheng Xiang
, et al.
Journal of Dental Research
(JDR)
, 2024. (中科院1区TOP, JCR Q1)
[
Paper
]
SubFace: Learning with Softmax Approximation for Face Recognition
Suncheng Xiang
*
, Hongwei Xu, Mingye Xie, Dahong Qian
Multimedia Tools and Applications
(MTA)
, 2024. (CCF-C)
[
Paper
] [
arXiv
]
Toward an End-to-End Implicit Addressee Modeling for Dialogue Disentanglement
Jingsheng Gao, Zeyu Li,
Suncheng Xiang
, Zhuowei Wang, Ting Liu, Yuzhuo Fu
Multimedia Tools and Applications
(MTA)
, 2024. (CCF-C)
[
Paper
]
A Simple Normalization Technique Uing Window Statistics to Improve the Out-Of-Distribution Generalization on Medical Images
Chengfeng Zhou, Jun Wang,
Suncheng Xiang
, Feng Liu, Hefeng Huang, Dahong Qian
IEEE Transactions on Medical Imaging
(IEEE TMI)
, 2024. (CCF-B)
[
Paper
] [
Project Page
]
2023 (5)
Rethinking Person Re-Identification via Semantic-Based Pretraining
Suncheng Xiang
, Dahong Qian, Jingsheng Gao, Zirui Zhang, Ting Liu, Yuzhuo Fu
ACM Transactions on Multimedia Computing, Communications and Applications
(ACM TOMM)
, 2023. (CCF-B)
[
Paper
] [
arXiv
] [
Project Page
] [
Zhihu Post
]
Editing Outdoor Scenes with A Large Annotated Synthetic Dataset
Mingye Xie, Zongwei Liu,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
Multimedia Tools and Applications
(MTA)
, 2023. (CCF-C)
[
Paper
]
Deep Multimodal Representation Learning for Generalizable Person Re-identification
Suncheng Xiang
, Hao Chen, Wei Ran, Zefang Yu, Ting Liu, Dahong Qian, Yuzhuo Fu
Machine Learning
(MLJ)
, 2023. (CCF-B)
[
Paper
] [
arXiv
] [
Project Page
]
Deep Learning-based PET/MR Radiomics for the Classification of Annualized Relapse Rate in Multiple Sclerosis
Sijia Du, et al.,
Suncheng Xiang
, Dahong Qian, Biao Li, Sheng Chen, Min Zhang
Multiple Sclerosis and Related Disorders
(MULT SCLER RELAT DIS)
, 2023. (JCR Q2)
[
Paper
]
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification
Suncheng Xiang
, Dahong Qian, Mengyuan Guan, Binjie Yan, Ting Liu, Yuzhuo Fu, Guanjie You
ACM Transactions on Multimedia Computing, Communications and Applications
(ACM TOMM)
, 2023. (CCF-B)
[
arXiv
] [
Project Page
] [
Zhihu Post
]
2022 (1)
Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification
Suncheng Xiang
, Yuzhuo Fu, Mengyuan Guan, Ting Liu
Machine Learning
(MLJ)
, 2022. (CCF-B,
Invited Paper
)
Presented in
the Weakly Supervised Representation Learning Workshop
in IJCAI, 2021.
[
Paper
] [
arXiv
] [
Code
]
2020 (3)
Multi-Level Feature Learning with Attention for Person Re-Identification
Suncheng Xiang
, Yuzhuo Fu, Hao Chen, Wei Ran, Ting Liu
Multimedia Tools and Applications
(MTA)
, 2020. (CCF-C)
[
Paper
]
Progressive Learning with Style Transfer for Distant Domain Adaptation
Suncheng Xiang
, Yuzhuo Fu, Ting Liu
IET Image Processing
(IET-IPR)
, 2020. (CCF-C)
[
Paper
]
Unsupervised Person Re-Identification by Hierarchical Cluster and Domain Transfer
Suncheng Xiang
, Yuzhuo Fu, Mingye Xie, Zefang Yu, Ting Liu
Multimedia Tools and Applications
(MTA)
, 2020. (CCF-C)
[
Paper
]
Conference Publications:
2024 (6)
GIST: Improving Parameter Efficient Fine-Tuning via Knowledge Interaction
Jiacheng Ruan, Jingsheng Gao, Mingye Xie,
Suncheng Xiang
, Zefang Yu, Ting Liu, Yuzhuo Fu, Xiaoye Qu
ACM International Conference on Multimedia
(ACM MM)
, 2024. (CCF-A)
[
Paper
] [
arXiv
] [
Project Page
]
Oceanship: A Large-Scale Dataset for Underwater Audio Target Recognition
Zeyu Li,
Suncheng Xiang
, Tong Yu, Jingsheng Gao, Jiacheng Ruan, Yanping Hu, Ting Liu, Yuzhuo Fu
International Conference On Intelligent Computing
(ICIC)
, 2024. (CCF-C,
Oral
)
[
Paper
] [
arXiv
] [
Project Page
]
iDAT: inverse Distillation Adapter-Tuning
Jiacheng Ruan, Jingsheng Gao, Mingye Xie, Daize Dong,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Multimedia and Expo
(ICME)
, 2024. (CCF-B,
Oral
)
[
Paper
] [
arXiv
] [
Project Page
]
Enhancing Nasopharyngeal Carcinoma Classification Based on Multi-View Cross-Modal Knowledge Distillation
Zhengjie Zhang, Crystal Cai, Sijia Du,
Suncheng Xiang
, Dahong Qian
IEEE International Symposium on Biomedical Imaging
(ISBI)
, 2024.
[
Paper
] [
Project Page
]
VT-ReID: Learning Discriminative Visual-Text Representation for Polyp Re-Identification
Suncheng Xiang
*
, Cang Liu, Jiacheng Ruan, Shilun Cai, Sijia Du, Dahong Qian
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP)
, 2024. (CCF-B,
Oral
)
[
Paper
] [
arXiv
] [
Slides
] [
Project Page
]
LAMM: Label Alignment for Multi-Modal Prompt Learning
Jingsheng Gao, Jiacheng Ruan,
Suncheng Xiang
, Zefang Yu, Ke Ji, Mingye Xie, Ting Liu, Yuzhuo Fu
Thirty-Eighth AAAI Conference on Artificial Intelligence
(AAAI)
, 2024. (CCF-A)
[
Paper
] [
arXiv
] [
Project Page
]
2023 (7)
SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling
Hao Liu, Jingsheng Gao,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
4th Workshop on Computational Approaches to Discourse
(CODI)
, 2023.
[
Paper
] [
Project Page
]
CluCDD: Contrastive Dialogue Disentanglement via Clustering
Jingsheng Gao, Zeyu Li,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Acoustics, Speech and Signal Processing Satellite Workshop
(IWCIM)
, 2023.
[
Paper
] [
arXiv
] [
Project Page
]
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval
Qingzhong Chen, Shilun Cai, Crystal Cai, Zefang Yu, Dahong Qian
*
,
Suncheng Xiang
*
IEEE International Conference on Multimedia and Expo
(ICME)
, 2023. (CCF-B,
Oral
)
[
Paper
] [
arXiv
] [
Project Page
]
AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance Segmentation
Dan You, Pengcheng Xia, Qiuzhu Chen, Minghui Wu,
Suncheng Xiang
*
, Jun Wang
*
IEEE International Conference on Multimedia and Expo
(ICME)
, 2023. (CCF-B)
[
Paper
] [
arXiv
] [
Project Page
]
AV-TAD: Audio-Visual Temporal Action Detection with Transformer
Yangcheng Li, Zefang Yu,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP)
, 2023. (CCF-B,
Oral
)
[
Paper
]
MTDL-Net: Morphological and Temporal Discriminative Learning for Heartbeat Classification
Can Han,
Suncheng Xiang
*
, Dahong Qian
*
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP)
, 2023. (CCF-B)
[
Paper
]
CC-PoseNet: Towards Human Pose Estimation in Crowded Classrooms
Zefang Yu, Yanping Hu,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP)
, 2023. (CCF-B,
Oral
)
[
Paper
]
2022 (4)
MALUNet: A Muti-Attention and Light-weight UNet for Skin Lesion Segmentation
Jiacheng Ruan,
Suncheng Xiang
*
, Mingye Xie, Ting Liu, Yuzhuo Fu
*
IEEE International Conference on Bioinformatics and Biomedicine
(BIBM)
, 2022. (CCF-B)
[
Paper
] [
Project Page
]
CDTnet: Cross-Domain Transformer based on Attributes for Person Re-Identification
Mengyuan Guan,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Multimedia and Expo Workshops
(ICMEW)
, 2022.
[
Paper
]
Rethinking Illumination for Person Re-Identification: A Unified View
Suncheng Xiang
, Guanjie You, Leqi Li, Mengyuan Guan, Ting Liu, Dahong Qian, Yuzhuo Fu
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
(CVPRW)
, 2022.
[
Paper
] [
Project Page
] [
Slides
] [
Poster
]
Spatial Attention Guided Local Facial Attribute Editing
Mingye Xie,
Suncheng Xiang
, Feng Wang, Ting Liu, Yuzhuo Fu
IEEE International Conference on Multimedia and Expo
(ICME)
, 2022. (CCF-B)
[
Paper
]
2021 (2)
Attention Based Facial Expression Manipulation
Feng Wang,
Suncheng Xiang
, Ting Liu, Yuzhuo Fu
IEEE International Conference on Multimedia Expo Workshops
(ICMEW)
, 2021.
[
Paper
]
Taking a Closer Look at Synthesis: Fine-grained Attribute Analysis for Person Re-Identification
Suncheng Xiang
, Yuzhuo Fu, Guanjie You, Ting Liu
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP)
, 2021. (CCF-B)
[
Paper
] [
arXiv
] [
Project Page
] [
Slides
] [
Poster
] [
Video
]
2020 (1)
Unsupervised Domain Adaptation Through Synthesis for Person Re-Identification
Suncheng Xiang
, Yuzhuo Fu, Guanjie You, Ting Liu
IEEE International Conference on Multimedia and Expo
(ICME)
, 2020. (CCF-B)
[
Paper
] [
Slides
]
2019 (1)
Deep Unsupervised Progressive Learning for Distant Domain Adaptation
Suncheng Xiang
, Yuzhuo Fu, Ting Liu
IEEE International Conference on Tools with Artificial Intelligence
(ICTAI)
, 2019. (CCF-C,
Oral
)
[
Paper
] [
Slides
] [
Video
]