Areas of Focus
- Computer Vision
- Machine Learning
- Explainable Artificial Intelligence
- Medical Image Processing
Work Experience
- 2022-Present - Shanghai Jiao Tong University, School of Biomedical Engineering - Assistant Professor
Academic Background & Achievements
- 2017-2022 PhD: Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering
- 2014-2017 Master's: National University of Defense Technology, School of Computer Science
- 2010-2014 Bachelor's: Changsha University of Science & Technology, School of Electrical and Information Engineering
- Granted 1 Chinese invention patent
Publications
- SubFace: Learning with Softmax Approximation for Face Recognition, Xiang S, Xu H, Xie M, et al., 2024
- iDAT: inverse Distillation Adapter-Tuning, Ruan J, Gao J, Xie M, Dong D, Xiang S, Liu T, Fu Y, 2024
- Toward an End-to-End Implicit Addressee Modeling for Dialogue Disentanglement, Gao J, Li Z, Xiang S, et al., 2024
- A Simple Normalization Technique Using Window Statistics to Improve the Out-Of-Distribution Generalization on Medical Images, Zhou C, Wang J, Xiang S, et al., 2024
- VT-ReID: Learning Discriminative Visual-Text Representation for Polyp Re-Identification, Xiang S, Liu C, Ruan J, et al., 2024
- LAMM: Label Alignment for Multi-Modal Prompt Learning, Gao J, Ruan J, Xiang S, et al., 2024
- Rethinking person re-identification via semantic-based pretraining, Xiang S, Qian D, Gao J, et al., 2023
- Editing outdoor scenes with a large annotated synthetic dataset, Xie M, Liu Z, Xiang S, et al., 2023
- SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling, Liu H, Gao J, Xiang S, et al., 2023
- CluCDD: Contrastive Dialogue Disentanglement Via Clustering, J. Gao, Z. Li, S. Xiang, T. Liu, Y. Fu, 2023
- Deep multimodal representation learning for generalizable person re-identification, Xiang S, Chen H, Ran W, et al., 2023
- Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval, Chen Q, Cai S, Cai C, Yu Z, Qian D, Xiang S*, 2023
- AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance Segmentation, You D, Xia P, Chen Q, Wu M, Xiang S*, Wang J, 2023
- Less is more: Learning from synthetic data with fine-grained attributes for person re-identification, Xiang S, Qian D, Guan M, et al., 2023
- AV-TAD: Audio-Visual Temporal Action Detection With Transformer, Li Y, Yu Z, Xiang S, et al., 2023
- MTDL-NET: Morphological and Temporal Discriminative Learning for Heartbeat Classification, Han C, Xiang S*, Qian D, 2023
- CC-PoseNet: Towards Human Pose Estimation in Crowded Classrooms, Yu Z, Hu Y, Xiang S, et al., 2023
- Learning from self-discrepancy via multiple co-teaching for cross-domain person re-identification, Xiang S, Fu Y, Guan M, et al., 2023
- MALUNet: A multi-attention and light-weight unet for skin lesion segmentation, Ruan J, Xiang S*, Xie M, et al., 2022
- CDTNET: Cross-Domain Transformer Based on Attributes for Person Re-Identification, Guan M, Xiang S, Liu T, et al., 2022
- Rethinking illumination for person re-identification: A unified view, Xiang S, You G, Li L, et al., 2022
- Spatial Attention Guided Local Facial Attribute Editing, Xie M, Xiang S, Wang F, et al., 2022
- Attention Based Facial Expression Manipulation, Wang F, Xiang S, Liu T, et al., 2021
- Taking a closer look at synthesis: Fine-grained attribute analysis for person re-identification, Xiang S, Fu Y, You G, et al., 2021
- Multi-level feature learning with attention for person re-identification, Xiang S, Fu Y, Chen H, et al., 2020
- Progressive learning with style transfer for distant domain adaptation, Xiang S, Fu Y, Liu T, 2020
- Unsupervised domain adaptation through synthesis for person re-identification, Xiang S, Fu Y, You G, et al., 2020
- Unsupervised person re-identification by hierarchical cluster and domain transfer, Xiang S, Fu Y, Xie M, et al., 2020
- Deep unsupervised progressive learning for distant domain adaptation, Xiang S, Fu Y, Liu T, 2019
- Enhancing Model Performance of Person Re-Identification on Unknown Target Domain, Xu R, Fu Y, Liu T, Xiang S, 2018
- Circuit design and optimization based on EXT, EXTU instruction, Xiang S C, Zhang M X, Xing Z C, et al., 2017
- Hardware design of ML algorithm in MIMO-OFDM system, Xiang S, Zhang M, Xing Z, et al., 2016
