| 2026 | AAAI | SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements. | Haiyang Xie, Xi Shen, Shihua Huang, Qirui Wang, Zheng Wang |
| 2025 | CVPR | DEIM: DETR with Improved Matching for Fast Convergence. | Shihua Huang, Zhichao Lu, Xiaodong Cun, Yongjun Yu, Xiao Zhou, Xi Shen |
| 2025 | HCI | VI Design Model of City Brand Based on Hierarchical Communication. | Xi Shen, Zhiyu Zhao |
| 2024 | CVPR | SURE: SUrvey REcipes for Building Reliable and Robust Deep Networks. | Yuting Li, Yingyi Chen, Xuanlong Yu, Dexiong Chen, Xi Shen |
| 2024 | CVPR | Depth-Aware Test-Time Training for Zero-Shot Video Object Segmentation. | Weihuang Liu, Xi Shen, Haolun Li, Xiuli Bi, Bo Liu, Chi-Man Pun, Xiaodong Cun |
| 2023 | CVPR | Explicit Visual Prompting for Low-Level Structure Segmentations. | Weihuang Liu, Xi Shen, Chi-Man Pun, Xiaodong Cun |
| 2023 | CVPR | SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation. | Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, Fei Wang |
| 2023 | CVPR | Generating Human Motion from Textual Descriptions with Discrete Representations. | Jianrong Zhang, Yangsong Zhang, Xiaodong Cun, Yong Zhang, Hongwei Zhao, Hongtao Lu, Xi Shen, Shan Ying |
| 2023 | ICCE | Assessment of Intelligent Teaching Preparation of EFL Teachers: Based on Two-Year Data Comparison. | Xin An, Xi Shen, Jiannan Bai, Yushun Li |
| 2023 | ICCV | LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation. | Yihao Zhi, Xiaodong Cun, Xuelin Chen, Xi Shen, Wen Guo, Shaoli Huang, Shenghua Gao |
| 2023 | WACV | Back to MLP: A Simple Baseline for Human Motion Prediction. | Wen Guo, Yuming Du, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, Francesc Moreno-Noguer |
| 2022 | CVPR | Learning Co-segmentation by Segment Swapping for Retrieval and Discovery. | Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry |
| 2022 | CVPR | Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut. | Yangtao Wang, Xi Shen, Shell Xu Hu, Yuan Yuan, James L. Crowley, Dominique Vaufreydaz |
| 2021 | CVPR | Boosting Co-Teaching With Compression Regularization for Label Noise. | Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens |
| 2021 | ICDAR | Image Collation: Matching Illustrations in Manuscripts. | Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry |
| 2020 | ECCV | RANSAC-Flow: Generic Two-Stage Image Alignment. | Xi Shen, Franois Darmon, Alexei A. Efros, Mathieu Aubry |
| 2020 | ICASSP | A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. | Xi Shen, Defeng David Huang, Claire Vincent, Wenxiao Wang, Roberto Togneri |
| 2020 | ICASSP | Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. | Boming Song, Defeng David Huang, Xi Shen, Roberto Togneri |
| 2020 | ICLR | Empirical Bayes Transductive Meta-Learning with Synthetic Gradients. | Shell Xu Hu, Pablo Garcia Moreno, Yang Xiao, Xi Shen, Guillaume Obozinski, Neil D. Lawrence, Andreas C. Damianou |
| 2020 | ICPR | Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach. | Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc H. Smith, Olivier Poncet, Mathieu Aubry |
| 2019 | CVPR | Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning. | Xi Shen, Alexei A. Efros, Mathieu Aubry |
| 2019 | ICLR | Marginalized Average Attentional Network for Weakly-Supervised Learning. | Yuan Yuan, Yueming Lyu, Xi Shen, Ivor W. Tsang, Dit-Yan Yeung |
| 2017 | APCC | Reconstruction of vertical rainfall fields using satellite communication links. | Xi Shen, Defeng David Huang, Lu Xu, Xiaowen Tang |
| 2017 | APCC | Tomographic reconstruction of rainfall fields using satellite communication links. | Lu Xu, Xi Shen, Defeng David Huang, Xuxiang Feng, Wanyu Wang |
| 2016 | ICFHR | A Method of Synthesizing Handwritten Chinese Images for Data Augmentation. | Xi Shen, Ronaldo O. Messina |
| 2015 | MMSP | Spatial-temporal correlation for trajectory based action video retrieval. | Xi Shen, Lelin Zhang, Zhiyong Wang, Dagan Feng |