| 2026 | AAAI | DAPE: Harmonizing Content-Position Encoding for Versatile Dense Visual Prediction. | Xiuquan Hou, Meiqin Liu, Senlin Zhang, Shaoyi Du |
| 2026 | AAAI | Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation. | Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du |
| 2026 | AAAI | Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis. | Rundong Xue, Hao Hu, Zhitao Zeng, Xiangmin Han, Zhiqiang Tian, Shaoyi Du, Yue Gao |
| 2026 | AAAI | MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation. | Shengwei Zhao, Jingwen Yao, Sitong Wei, Linhai Xu, Yuying Liu, Dong Zhang, Zhiqiang Tian, Shaoyi Du |
| 2025 | ICASSP | Cross-Template-Based Hypergraph Transformer. | Jingxi Feng, Xiangmin Han, Heming Xu, Juan Wang, Jue Jiang, Shaoyi Du, Yue Gao |
| 2025 | ICLR | Beyond Graphs: Can Large Language Models Comprehend Hypergraphs? | Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu, Yue Gao |
| 2025 | ICRA | ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement. | Xuejian Guo, Zhiqiang Tian, Yuehang Wang, Siqi Li, Yu Jiang, Shaoyi Du, Yue Gao |
| 2025 | MICCAI | Cross-Modal Brain Graph Transformer via Function-Structure Connectivity Network for Brain Disease Diagnosis. | Jingxi Feng, Heming Xu, Junhao Cai, Yujie Chang, Dong Zhang, Shaoyi Du, Juan Wang |
| 2025 | MICCAI | Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI. | Rundong Xue, Xiangmin Han, Hao Hu, Zeyu Zhang, Shaoyi Du, Yue Gao |
| 2025 | MICCAI | DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis. | Rundong Xue, Hao Hu, Zeyu Zhang, Xiangmin Han, Juan Wang, Yue Gao, Shaoyi Du |
| 2025 | SMC | DSK-YOLO: Feature-level Super Resolution Boosted Industrial Defect Detection. | Meichen Mu, Meiqin Liu, Senlin Zhang, Shaoyi Du |
| 2024 | AAAI | PHFormer: Multi-Fragment Assembly Using Proxy-Level Hybrid Transformer. | Wenting Cui, Runzhao Yao, Shaoyi Du |
| 2024 | CVPR | 3D Feature Tracking via Event Camera. | Siqi Li, Zhikuan Zhou, Zhou Xue, Yipeng Li, Shaoyi Du, Yue Gao |
| 2024 | CVPR | ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion. | Juncheng Mu, Lin Bie, Shaoyi Du, Yue Gao |
| 2024 | ECCV | PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration. | Runzhao Yao, Shaoyi Du, Wenting Cui, Canhui Tang, Chengwu Yang |
| 2024 | ICLR | Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos. | Fengrui Tian, Yueqi Duan, Angtian Wang, Jianfei Guo, Shaoyi Du |
| 2024 | IJCNN | Full-Dimensional Optimizable Network: A Channel, Frame and Joint-Specific Network Modeling for Skeleton-Based Action Recognition. | Yu Gong, Yang Yang, Xuehao Gao, Shaoyi Du |
| 2024 | IROS | ModaLink: Unifying Modalities for Efficient Image-to-PointCloud Place Recognition. | Weidong Xie, Lun Luo, Nanfei Ye, Yi Ren, Shaoyi Du, Minhang Wang, Jintao Xu, Rui Ai, Weihao Gu, Xieyuanli Chen |
| 2024 | MICCAI | Inter-intra High-Order Brain Network for ASD Diagnosis via Functional MRIs. | Xiangmin Han, Rundong Xue, Shaoyi Du, Yue Gao |
| 2024 | MICCAI | ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs. | Huijian Zhou, Zhiqiang Tian, Xiangmin Han, Shaoyi Du, Yue Gao |
| 2023 | CVPR | Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction. | Xuehao Gao, Shaoyi Du, Yang Wu, Yang Yang |
| 2023 | ICCV | MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos. | Fengrui Tian, Shaoyi Du, Yueqi Duan |
| 2023 | IJCNN | Color-Difference Correntropy Guided Convolution Network for Point Cloud Semantic Segmentation. | Zhou Jiang, Jing Yang, Chunyu Xuan, Dong Zhang, Shaoyi Du |
| 2023 | MMM | Interpretable Driver Fatigue Estimation Based on Hierarchical Symptom Representations. | Jiaqin Lin, Shaoyi Du, Yuying Liu, Zhiqiang Tian, Ting Qu, Nanning Zheng |
| 2023 | MMM | CMFG: Cross-Model Fine-Grained Feature Interaction for Text-Video Retrieval. | Shengwei Zhao, Yuying Liu, Shaoyi Du, Zhiqiang Tian, Ting Qu, Linhai Xu |
| 2023 | SMC | Video Self-Supervised Cross-Pathway Training Based on Slow and Fast Pathways. | Jie Li, Jing Yang, Zhou Jiang, Yuehai Chen, Shaoyi Du |
| 2023 | SIGIR | Multi-grained Representation Learning for Cross-modal Retrieval. | Shengwei Zhao, Linhai Xu, Yuying Liu, Shaoyi Du |
| 2022 | ACCV | TCVM: Temporal Contrasting Video Montage Framework for Self-supervised Video Representation Learning. | Fengrui Tian, Jiawei Fan, Xie Yu, Shaoyi Du, Meina Song, Yu Zhao |
| 2022 | CVPR | C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image. | Zhang Chen, Zhiqiang Tian, Jihua Zhu, Ce Li, Shaoyi Du |
| 2022 | MICCAI | Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation. | Yuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi, Shaoyi Du, Dinggang Shen |
| 2021 | IJCNN | DWG-Reg: Deep Weight Global Registration. | Biao Li, Qixing Xie, Shaoyi Du, Wenting Cui, Runzhao Yao, Yang Yang, Jing Yang, Lin Wang |
| 2020 | AAAI | CF-LSTM: Cascaded Feature-Based Long Short-Term Networks for Predicting Pedestrian Trajectory. | Yi Xu, Jing Yang, Shaoyi Du |
| 2020 | IROS | CoBigICP: Robust and Precise Point Set Registration using Correntropy Metrics and Bidirectional Correspondence. | Pengyu Yin, Di Wang, Shaoyi Du, Shihui Ying, Yue Gao, Nanning Zheng |
| 2020 | MMM | 3-D Oral Shape Retrieval Using Registration Algorithm. | Wenting Cui, Shaoyi Du, Teng Wan, Yan Liu, Yuying Liu, Yang Yang, Qingnan Mou, Mengqi Han, Yu-Cheng Guo |
| 2020 | MMM | Robust RGB-D Data Registration Based on Correntropy and Bi-directional Distance. | Teng Wan, Shaoyi Du, Wenting Cui, Qixing Xie, Yuying Liu, Zuoyong Li |
| 2020 | SMC | Pamls Alignment Based On Two-Stage Convolutional Network with a Large in-Plane Rotation. | Xiaoli Li, Yang Yang, Wentao Yang, Guobin Zhang, Wenting Cui, Shaoyi Du |
| 2020 | SMC | Robust Point Set Registration Based on Semantic Information. | Qinlong Wang, Yang Yang, Teng Wan, Shaoyi Du |
| 2019 | IJCNN | A Multi-model Ensemble Method Using CNN and Maximum Correntropy Criterion for Basal Cell Carcinoma and Seborrheic Keratoses Classification. | Leida Guo, Shaoyi Du, Yuting Chi, Wenting Cui, Panpan Song, Jihua Zhu, Songmei Geng, Meifeng Xu |
| 2018 | IROS | Accurate Mix-Norm-Based Scan Matching. | Di Wang, Jianru Xue, Zhongxing Tao, Yang Zhong, Dixiao Cui, Shaoyi Du, Nanning Zheng |
| 2018 | SMC | Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction. | Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Yang Yang, Yue Gao, Badong Chen |
| 2018 | SMC | Building Correspondence Based on Matching Triangles for Partial Registration. | Yiting Xu, Shaoyi Du, Teng Wan, Yang Yang, Badong Chen, Yue Gao |
| 2017 | ISM | An Iterative Feature-Pair Updating Framework for Rigid Template Matching with Outliers. | Yang Yang, Qian Kou, Shaoyi Du, Shuang Luo, Yuehu Liu, Bangyu Wu |
| 2017 | SMC | Precise isotropic scaling iterative closest point algorithm based on corner points for shape registration. | Shaoyi Du, Wenting Cui, Xuetao Zhang, Liyang Wu, Lei Xiong |
| 2017 | SMC | Robust affine registration based on corner point guided ICP algorithm. | Liyang Wu, Lei Xiong, Duyan Bi, Ting Fang, Shaoyi Du, Wenting Cui |
| 2017 | SMC | Robust 2D point set matching with Kernel mean P-power error loss. | Yang Yang, Weile Chen, Badong Chen, Shaoyi Du, Lei Xiong |
| 2016 | IJCNN | Robust image registration with rotation, scale and translation using Best-Buddies Pairs. | Shuang Luo, Yang Yang, Shaoyi Du, Qian Kou |
| 2016 | IJCNN | Robust affine iterative closest point algorithm based on correntropy for 2D point set registration. | Zongze Wu, Hongchen Chen, Shaoyi Du |
| 2016 | IJCNN | Precise 2D point set registration using iterative closest algorithm and correntropy. | Guanglin Xu, Shaoyi Du, Jianru Xue |
| 2014 | IROS | Real-time global localization of intelligent road vehicles in lane-level via lane marking detection and shape registration. | Dixiao Cui, Jianru Xue, Shaoyi Du, Nanning Zheng |
| 2011 | ICIP | Fast and robust isotropic scaling iterative closest point algorithm. | Ce Li, Jianru Xue, Nanning Zheng, Shaoyi Du, Jihua Zhu, Zhiqiang Tian |
| 2008 | ICPR | Illumination transition image: Parameter-based illumination estimation and re-rendering. | Jianyi Liu, Nanning Zheng, Lei Xiong, Gaofeng Meng, Shaoyi Du |
| 2007 | ICIP | AN Extension of the ICP Algorithm Considering Scale Factor. | Shaoyi Du, Nanning Zheng, Shihui Ying, Qubo You, Yang Wu |
| 2007 | ICIP | Object Recognition by Learning Informative, Biologically Inspired Visual Features. | Yang Wu, Nanning Zheng, Qubo You, Shaoyi Du |
| 2007 | ICTAI | Eye Synthesis Using the Eye Curve Model. | Lei Xiong, Nanning Zheng, Qubo You, Jianyi Liu, Shaoyi Du |
| 2006 | ICPR | Neighborhood Discriminant Projection for Face Recognition. | Qubo You, Nanning Zheng, Shaoyi Du, Yang Wu |