[113]

Rizhuo Huang^#, Yifan Feng^#, Rundong Xue, Shihui Ying, Junhai Yong, Chuan Shi, Shaoyi Du*, Yue Gao*, "Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation" in Proc. 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026 (EI)

[112]

Heming Xu, Jingxi Feng, Dong Zhang, Zhiqiang Tian, Shaoyi Du*, "HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2026 (EI)

[111]

Jingxi Feng, Heming Xu, Rundong Xue, Junhao Cai, Xudong Chen, Dong Zhang, Shaoyi Du*, "Cross-Modal Dynamic Hypergraph Computation via Functional-Structural Brain Network for Brain Disorder Diagnosis" in Proc. 35th International Joint Conference on Artificial Intelligence (IJCAI), 2026 (EI)

[110]

Yaoyue Zheng, Yin Zhang, Joost van de Weijer, Gido M van de Ven, Shaoyi Du, Xuetao Zhang, Zhiqiang Tian, "Revisiting Weight Regularization for Low-Rank Continual Learning" in Proc. Fourteenth International Conference on Learning Representations (ICLR), 2026 (EI)

[108]

Xiuquan Hou, Meiqin Liu*, Senlin Zhang, Shaoyi Du, "DAPE: Harmonizing Content-Position Encoding for Versatile Dense Visual Prediction" in Proc. the Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026, pp. 4780-4788 (EI)

[107]

Rundong Xue, Hao Hu, Zhitao Zeng, Xiangmin Han, Zhiqiang Tian, Shaoyi Du*, Yue Gao*, "Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis" in Proc. the Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026, pp. 27468-27476 (EI)

[106]

Shengwei Zhao^#, Jingwen Yao^#, Sitong Wei, Linhai Xu, Yuying Liu, Dong Zhang, Zhiqiang Tian, Shaoyi Du*, "MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation" in Proc. the Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026, pp. 34968-34975 (EI)

[105]

Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du*, "Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation" in Proc. the Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026, pp. 31032-31040 (EI)

2025

[109]

Xiaoyang Xiao, Runzhao Yao, Zhiqiang Tian, Shaoyi Du*, "Point-MaDi: Masked Autoencoding with Diffusion for Point Cloud Pre-training" in Proc. the Thirty-ninth Annual Conference on Neural Information Processing Systems (NeuIPS), 2025.

[104]

Yihong Wu, Jinqiao Wei, Xionghui Zhao, Yidi Li*, Shaoyi Du, Bin Ren, Nicu Sebe, "DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining" in Proc. the 8th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2025, pp. 400-413.

[103]

Meichen Mu, Meiqin Liu*, Senlin Zhang, Shaoyi Du, "DSK-YOLO: Feature-level Super Resolution Boosted Industrial Defect Detection" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025, pp. 712-717 (EI)

[102]

Rundong Xue, Hao Hu, Zeyu Zhang, Xiangmin Han*, Juan Wang, Yue Gao, Shaoyi Du*, "DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, pp. 268-278 (EI)

[101]

Rundong Xue, Xiangmin Han*, Hao Hu, Zeyu Zhang, Shaoyi Du*, Yue Gao, "Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformers on fMRI" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, pp. 46-55 (EI)

[100]

Jingxi Feng, Heming Xu, Junhao Cai, Yujie Chang, Dong Zhang, Shaoyi Du*, Juan Wang*, "Cross-Modal Brain Graph Transformer via Function-Structure Connectivity Network for Brain Disease Diagnosis" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, pp. 247-256 (EI)

[99]

Xuejian Guo, Zhiqiang Tian, Yuehang Wang, Siqi Li, Yu Jiang, Shaoyi Du, Yue Gao*, "ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement" in Proc. IEEE International Conference on Robotics and Automation (ICRA), 2025, pp. 3759-3765 (EI)

[98]

Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu*, Yue Gao*, "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?" in Proc. Thirteenth International Conference on Learning Representations (ICLR), 2025, pp. 1-28 (EI)

[97]

Jingxi Feng, Xiangmin Han, Heming Xu, Juan Wang, Jue Jiang, Shaoyi Du*, Yue Gao*, "Cross-Template-Based Hypergraph Transformer for Brain Disease Diagnosis" in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, pp. 1-5 (EI)

2024

[96]

Hao Deng, Peng Cheng, Shengmei Cheng, Cheng Liu, Shaoyi Du*, Lin Wang*, "Point Cloud Segmentation Network Based on Multi-scale Feature Fusion" in Proc. China Automation Congress (CAC), 2024, pp. 5054-5059 (EI)

[95]

Shengwei Zhao, Linhai Xu, Yuying Liu, Shaoyi Du*, "Multi-grained Correspondence Learning of Audio-language Models for Few-shot Audio Recognition" in Proc. 32th ACM International Conference on Multimedia (MM), 2024, pp. 9244-9252 (EI)

[94]

Minghao Wang and Shaoyi Du, "OCDE: Adaptive Differential Evolution Algorithm in Distributed Intelligent Systems" in Proc. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2024, pp. 12-21 (EI, Oral)

[93]

Teng Wan, Shaoyi Du, Qiang Zhang, Ying Qi, Ce Li, "Multispectral Registration Algorithm Based on Fusion of Infrared and Color Images" in Proc. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2024, pp. 5-11 (EI, Oral)

[92]

Panpan Jiao, Zhiqiang Tian*, Zhang Chen, Xuejian Guo, Zhi Chen, Liang Dou, Shaoyi Du, "SCC-CAM: Weakly Supervised Segmentation on Brain Tumor MRI with Similarity Constraint and Causality" in Proc. the 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024, pp. 261-275 (EI)

[91]

Weidong Xie, Lun Luo, Nanfei Ye, Yi Ren, Shaoyi Du*, Minhang Wang, Jintao Xu, Rui Ai, Weihao Gu, Xieyuanli Chen, "ModaLink: Unifying Modalities for Efficient Image-to-Point Cloud Place Recognition" in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024, pp. 3326-3333 (EI, Oral)

[90]

Xiangmin Han, Rundong Xue, Shaoyi Du, Yue Gao*, "Inter-Intra High-Order Brain Network for ASD Diagnosis via Functional MRIs" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024, pp. 216-226.

[89]

Huijian Zhou, Zhiqiang Tian, Xiangmin Han*, Shaoyi Du, Yue Gao, "ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs" in Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024, pp. 145-154.

[88]

Runzhao Yao, Shaoyi Du*, Wenting Cui, Canhui Tang, Chengwu Yang, "PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration" in Proc. European Conference on Computer Vision (ECCV), 2024, pp. 287-303 (EI)

[87]

Yu Gong, Yang Yang*, Xuehao Gao, Shaoyi Du, "Full-Dimensional Optimizable Network: A Channel, Frame and Joint-Specific Network Modeling for Skeleton-Based Action Recognition" in Proc. International Joint Conference on Neural Networks (IJCNN), 2024, pp. 1-8 (EI)

[86]

Juncheng Mu, Lin Bie, Shaoyi Du, Yue Gao*, "ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion" in Proc. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024, pp. 21062-21070 (EI)

[85]

Siqi Li, Zhikuan Zhou, Zhou Xue, Yipeng Li, Shaoyi Du, Yue Gao*, "3D Feature Tracking at 250 FPS via Event Camera" in Proc. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024, pp. 18974-18983 (EI)

[84]

Fengrui Tian, Yueqi Duan, Angtian Wang, Jianfei Guo, Shaoyi Du*, "Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos" in Proc. International Conference on Learning Representations (ICLR), 2024, pp. 1-18 (EI)

[83]

Wenting Cui, Runzhao Yao, Shaoyi Du*, "PHFormer: Multi-Fragment Assembly Using Proxy-Level Hybrid Transformer" in Proc. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024, pp. 1408-1416 (EI)

2023

[82]

Hao Luo, Shaoyi Du, Zhiqiang Tian*, "Return of Small-Scale Crowd Counting via Fast and Accurate Semi-Supervised Least Squares Model" in Proc. IEEE Symposium Series on Computational Intelligence (SSCI), 2023, pp. 270-275 (EI)

[81]

Huijian Zhou, Zhiqiang Tian*, Shaoyi Du, "Two Stream Multi-Attention Graph Convolutional Network for Skeleton-Based Action Recognition" in Proc. 8th International Symposium on Artificial Intelligence and Robotics (ISAIR), 2023, pp. 112-120 (EI)

[80]

Fengrui Tian, Shaoyi Du, Yueqi Duan*, "MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos" in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 17857-17867 (EI)

[79]

Jie Li, Jing Yang*, Zhou Jiang, Yuehai Chen, Shaoyi Du, "Video Self-supervised Cross-pathway Training Based on Slow and Fast Pathways" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023, pp. 2048-2053 (EI)

[78]

Yuying Liu, Shaoyi Du*, Qinbo Guo, Zhiyue Zhao, Zhiqiang Tian, Nanning Zheng, "Structure Consistent Unsupervised Domain Adaptation for Driver Behavior Recognition" in Proc. IEEE Intelligent Transportation Systems Conference (ITSC), 2023, pp. 1038-1043 (EI)

[77]

Yuying Liu, Shaoyi Du*, Shengwei Zhao, Zhiqiang Tian, Nanning Zheng, "CenterDA: Center-Aware Unsupervised Domain Adaptation Regularized by Class Diversity for Distracted Driver Recognition" in Proc. IEEE Intelligent Transportation Systems Conference (ITSC), 2023, pp. 1092-1097 (EI)

[76]

Hongcheng Han, Zhiqiang Tian, Yuying Liu, Shengpeng Li, Dong Zhang, Shaoyi Du*, "GSA-Gaze: Generative Self-adversarial Learning for Domain Generalized Driver Gaze Estimation" in Proc. IEEE Intelligent Transportation Systems Conference (ITSC), 2023, pp. 1610-1615 (EI)

[75]

Zhiyong Wang, Shaoyi Du*, Zhigiang Tian, "Domain Adaptative Driving Behavior Recognition through Skeleton-guided Domain Adversarial Learning" in Proc. IEEE Intelligent Transportation Systems Conference (ITSC), 2023, pp. 2206-2211 (EI)

[74]

Zhou Jiang, Jing Yang*, Jie Li, Dong Zhang, Shaoyi Du, "PointHGSA: Efficient Point Cloud Understanding with Hypergraph-Based Self-Attention Network" in Proc. IEEE Intelligent Transportation Systems Conference (ITSC), 2023, pp. 4756-4761 (EI)

[73]

Yang Zou, Shaoyi Du*, Hongcheng Han, Yuying Liu, Zhiqiang Tian, "Two-Stream (2+1)D CNN Based on Frame Difference Attention for Driver Behavior Recognition" in Proc. 10th International Conference on Dependable Systems and Their Applications (DSA), 2023, pp. 782-788 (EI)

[72]

Shengwei Zhao, Linhai Xu, Yuying Liu, Shaoyi Du*, "Multi-grained Representation Learning For Cross-modal Retrieval" in Proc. 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023, pp. 2194-2199 (EI)

[71]

Yiheng Li, Canhui Tang, Runzhao Yao, Aixue Ye, Feng Wen, Shaoyi Du*, "HybridPoint: Point Cloud Registration Based on Hybrid Point Sampling and Matching" in Proc. Proc, 2023, pp. 2021-2026 (EI)

[70]

Xuehao Gao, Shaoyi Du, Yang Wu, Yang Yang*, "Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction" in Proc. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023, pp. 6451-6460 (EI)

[69]

Zhou Jiang, Jing Yang*, Chunyu Xuan, Dong Zhang, Shaoyi Du*, "Color-Difference Correntropy Guided Convolution Network for Point Cloud Semantic Segmentation" in Proc. International Joint Conference on Neural Networks (IJCNN), 2023, pp. 1-8 (EI, Oral)

[68]

Canhui Tang, Yiheng Li, Shaoyi Du*, Guofa Wang, Zhiqiang Tian, "HD2Reg: Hierarchical Descriptors and Detectors for Point Cloud Registration" in Proc. IEEE Intelligent Vehicles Symposium (IV), 2023, pp. 1-6 (EI)

[67]

Jiaqin Lin, Shaoyi Du*, Yuying Liu, Zhiqiang Tian, Ting Qu, Nanning Zheng, "Interpretable Driver Fatigue Estimation Based on Hierarchical Symptom Representations" in Proc. 29th International Conference on Multimedia Modeling (MMM), 2023, pp. 647-658 (EI)

[66]

Shengwei Zhao, Yuying Liu, Linhai Xu, Zhiqiang Tian, Ting Qu, Shaoyi Du*, "CMFG:Cross-Model Fine-Grained Feature Interaction for Text-Video Retrieval" in Proc. 29th International Conference on Multimedia Modeling (MMM), 2023, pp. 435-445 (EI)

2022

[65]

Fengrui Tian^#, Jiawei Fan^#, Xie Yu, Shaoyi Du*, Meina Song, Yu Zhao, "TCVM: Temporal Contrasting Video Montage Framework for Self-supervised Video Representation Learning" in Proc. Asian Conference on Computer Vision (ACCV), 2022, pp. 1539-1555 (EI, Oral, Best Paper Award Honorable Mention)

[64]

Yuyan Ge, Zhenyu Tang, Lei Ma, Caiwen Jiang, Feng Shi, Shaoyi Du*, Dinggang Shen*, "Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation" in Proc. International Workshop on Machine Learning in Medical Imaging (MLMI), 2022, pp. 466-475 (EI, Oral)

[63]

Zhang Chen, Zhiqiang Tian*, Jihua Zhu, Ce Li, Shaoyi Du*, "C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image" in Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 11676-11685 (EI)

2021

[62]

Junling Zheng, Wensong Chan, Shaoyi Du, Fei Zhao, Zhiqiang Tian*, "Coordinate Transformation and Connection Feature for Skeleton-based Action Recognition" in Proc. Chinese Automation Congress (CAC), 2021, pp. 6762-6769 (EI)

[61]

Biao Li, Qixing Xie, Shaoyi Du*, Wenting Cui, Runzhao Yao, Yang Yang, Jing Yang, Lin Wang, "DWG-Reg: Deep Weight Global Registration" in Proc. International Joint Conference on Neural Networks (IJCNN), 2021, pp. 1-7 (EI, Oral)

[60]

Biao Li, Qixing Xie, Shaoyi Du*, Wenting Cui, Runzhao Yao, Yue Gao, Nannning Zheng, "TAG-Reg: Iterative Accurate Global Registration Algorithm" in Proc. IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6 (EI, Oral)

[59]

Xuehao Gao^#, Yang Yang^#, Shaoyi Du*, "Contrastive Self-Supervised Learning for Skeleton Action Recognition" in Proc. NeurIPS 2020 Workshop on Pre-registration in Machine Learning (PMLR), 2021, pp. 51-61.

2020

[58]

Yuyan Ge, Shaoyi Du*, Wenting Cui, Runzhao Yao, Jiamin Zhao, Mengqi Han, Yucheng Guo, "Evaluation of Orthodontic Treatment Based on the Registration of X-ray Image Features" in Proc. Chinese Automation Congress (CAC), 2020, pp. 5516-5520 (EI)

[57]

Hongcheng Han, Shaoyi Du*, Dong Zhang, Hong Long, Yucheng Guo, "Precise Dental Staging Method through Panoramic Radiographs Based on Deep Learning" in Proc. Chinese Automation Congress (CAC), 2020, pp. 9343-9348 (EI)

[56]

Pengyu Yin^#, Di Wang^#, Shaoyi Du*, Shihui Ying, Yue Gao*, Nanning Zheng, "CoBigICP: Robust and Precise Point Set Registration Using Correntropy Metrics and Bidirectional Correspondence" in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020, pp. 4694-4699 (EI, Oral)

[55]

Qinlong Wang, Yang Yang*, Teng Wan, Shaoyi Du, "Robust Point Set Registration Based on Semantic Information" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, pp. 2553-2558 (EI)

[54]

Xiaoli Li, Yang Yang*, Wentao Yang, Guobin Zhang, Wenting Cui, Shaoyi Du, "Pamls Alignment Based on Two-Stage Convolutional Network with a Large in-Plane Rotation" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, pp. 1175-1180 (EI)

[53]

Yi Xu^#, Jing Yang^#, Shaoyi Du*, "CF-LSTM: Cascaded Feature-based Long Short-Term Networks for Predicting Pedestrian Trajectory" in Proc. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020, pp. 12541-12548 (EI)

[52]

Wenting Cui, Shaoyi Du*, Teng Wan, Yan Liu, Yuying Liu, Yang Yang, Qingnan Mou, Mengqi Han, Yu-cheng Guo, "3-D Oral Shape Retrieval Using Registration Algorithm" in Proc. International Conference on Multimedia Modeling (MMM), 2020, pp. 340-349 (EI)

[51]

Teng Wan, Shaoyi Du*, Wenting Cui, Qixing Xie, Yuying Liu, Zuoyong Li, "Robust RGB-D Data Registration Based on Correntropy and Bi-directional Distance" in Proc. International Conference on Multimedia Modeling (MMM), 2020, pp. 316-326 (EI)

2019

[50]

Teng Wan, Shaoyi Du*, Wenting Cui, Runzhao Yao, Ce Li, "Precise Point Set Registration Method for Scene Reconstruction and Unmanned Vehicle Localization" in Proc. 12th International Conference on Brain Informatics (BI), 2019 (Abstract Paper, Invited Talks)

[49]

Qixing Xie, Yang Yang*, Teng Wan, Wenting Cui, Yuying Liu, Botao Wang, Shaoyi Du*, "Precise Point Set Registration Algorithm for Indoor Scene Reconstruction" in Proc. Chinese Automation Congress (CAC), 2019, pp. 4336-4339 (EI)

[48]

Yuying Liu, Shaoyi Du*, Wengting Cui, Teng Wan, Qingxing Xie, Mengqi Han, Guang Chu, Yucheng Guo, "Precise Iterative Closest Point Algrithm Based on Correntropy for 3-D Oral Data Registration" in Proc. Chinese Automation Congress (CAC), 2019, pp. 4332-4335 (EI)

[47]

Leida Guo, Shaoyi Du*, Yuting Chi, Wenting Cui, Panpan Song, Jihua Zhu, Songmei Geng, Meifeng Xu*, "A Multi-model Ensemble Method Using CNN and Maximum Correntropy Criterion for Basal Cell Carcinoma and Seborrheic Keratoses Classification" in Proc. International Joint Conference on Neural Networks (IJCNN), 2019, pp. 1-6 (EI, Oral)

2018

[46]

Yiting Xu, Shaoyi Du*, Teng Wan, Yang Yang*, Badong Chen, Yue Gao, "Building Correspondence Based on Matching Triangles for Partial Registration" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, pp. 2136-2141 (EI, Oral)

[45]

Teng Wan, Shaoyi Du*, Yiting Xu, Guanglin Xu, Yang Yang*, Yue Gao, Badong Chen, "Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, pp. 3960-3964 (EI)

[44]

Di Wang, Jianru Xue, Zhongxing Tao, Yang Zhong, Dixiao Cui, Shaoyi Du, Nanning Zheng, "Accurate Mix-Norm-Based Scan Matching" in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, pp. 1665-1671 (EI)

[43]

Guanglin Xu, Shaoyi Du*, Dixiao Cui, Sirui Zhang, Badong Chen, Xuetao Zhang, Jianru Xue, Yue Gao, "Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for Lidar Based Localization" in Proc. IEEE Intelligent Vehicles Symposium (IV), 2018, pp. 734-739 (EI)

[42]

Zhongxing Tao, Jianru Xue, Di Wang, Shuyang Zhang, Dixiao Cui, Shaoyi Du, "Accurate Localization in Underground Garages via Cylinder Feature based Map Matching, ” in Proc. IEEE Intelligent Vehicles Symposium (IV), 2018, pp. 314-319. (EI, Oral), "" in Proc. IEEE Intelligent Vehicles Symposium (IV), 2018, pp. 314-319 (EI, Oral)

2017

[41]

Yang Yang, Qian Kou, Shaoyi Du, Shuang Luo, Yuehu Liu, Bangyu Wu, "An Iterative Feature-Pair Updating Framework for Rigid Template Matching with Outliers" in Proc. 19th IEEE International Symposium on Multimedia (ISM), 2017, pp. 200-207 (EI, Oral)

[40]

Liyang Wu, Lei Xiong, Shaoyi Du*, "A Method for Face Affine Registration via Rough Search and Fine Registration" in Proc. 2nd International Conference on Communication and Information Systems (ICCIS), 2017, pp. 279-283 (EI, Oral)

[39]

Qian Kou, Yang Yang, Shaoyi Du, Zhuo Chen, Weile Chen, Dexing Zhong, "Accurate Joint Template Matching Based on Tree Propagating" in Proc. CCF Chinese Conference on Computer Vision (CCCV), 2017, pp. 307-319 (EI)

[38]

Liyang Wu, Lei Xiong, Shaoyi Du*, Duyan Bi, Ting Fang, "Robust Non-rigid Registration Algorithm Based on Local Affine Registration" in Proc. The 2017 9th International Conference on Graphic and Image Processing (ICGIP), 2017, pp. 106151Q (EI, Oral)

[37]

Shaoyi Du, Wenting Cui, Xuetao Zhang, Liyang Wu, Lei Xiong, "Precise Isotropic Scaling Iterative Closest Point Algorithm Based on Corner Points for Shape Registration" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, pp. 1811-1815 (EI, Oral)

[36]

Liyang Wu, Lei Xiong, Duyan Bi, Ting Fang, Shaoyi Du*, Wenting Cui, "Robust Affine Registration Based on Corner Point Guided ICP Algorithm" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, pp. 537-541 (EI, Oral)

[35]

Yang Yang, Weile Chen, Badong Chen, Shaoyi Du, Lei Xiong, "Robust 2D Point Sets Matching with Kernel Mean p-Power Error Loss" in Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017, pp. 1898-1902 (EI)

2016

[34]

Hongchen Chen, Zongze Wu, Shaoyi Du*, Nan Zhou, Jing Sun, "Robust Scale Iterative Closest Point Algorithm Based on Correntropy for Point Set Registration" in Proc. Australian Control Conference (AUCC), 2016, pp. 238-242 (EI)

[33]

Di Wang, Shaoyi Du, Jun Zhou, Jianru Xue, "Accurate Modified Normal Based ICP for 3D Mapping" in Proc. 8th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2016, pp. 223-227 (EI)

[32]

Mingyuan Cao, Chen Li, Zongze Wu, Lihua Tian, Shaoyi Du*, "Novel Robust Audio Watermarking Scheme against Synchronization Attacks" in Proc. 8th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2016, pp. 9-13 (EI, Best Paper Candidate)

[31]

Shaoyi Du, Jianmin Dong, Guanglin Xu, Bo Bi, Zhongmin Cai, "An Improvement of Affine Iterative Closest Point Algorithm for Partial Registration" in Proc. 8th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2016, pp. 72-75 (EI)

[30]

Qian Kou, Yang Yang, Shaoyi Du, Shuang Luo, Dongge Cai, "A Modified Non-rigid ICP Algorithm for Registration of Chromosome Images" in Proc. International Conference on Intelligent Computing (ICIC), 2016, pp. 503-513 (EI)

[29]

Yang Yang, Shaoyi Du, Qian Kou, "Robust Image Registration with Rotation, Scale and Translation Using Best-Buddies Pairs" in Proc. International Joint Conference on Neural Networks (IJCNN), 2016, pp. 1728-1732 (EI)

[28]

Zongze Wu, Hongchen Chen, Shaoyi Du*, "Robust Affine Iterative Closest Point Algorithm Based on Correntropy for 2D Point Set Registration" in Proc. International Joint Conference on Neural Networks (IJCNN), 2016, pp. 1415-1419 (EI)

[27]

Guanglin Xu, Shaoyi Du*, Jianru Xue, "Precise 2D Point Set Registration Using Iterative Closest Algorithm and Correntropy" in Proc. International Joint Conference on Neural Networks (IJCNN), 2016, pp. 4627-4631 (EI)

2015

[26]

Di Qu, Shaoyi Du*, Juan Liu, Yike Wang, Jianru Xue, "Robust Non-rigid Point Set Registration Based on Dynamic Tree" in Proc. Chinese Automation Congress (CAC), 2015, pp. 707-711 (EI)

[25]

Juan Liu, Shaoyi Du*, Di Qu, Jianru Xue, "Fast and Robust Isotropic Scaling Probability Iterative Closest Point Algorithm" in Proc. Chinese Automation Congress (CAC), 2015, pp. 680-685 (EI)

[24]

Juan Liu, Shaoyi Du*, Linhai Xu, "Accurate Non-rigid Registration of Point Set with Large Deformation via Heuristic Tree" in Proc. 7th ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015, pp. 325-328 (EI)

2014

[23]

Juan Liu, Shaoyi Du*, Chunjia Zhang, Jihua Zhu, Ke Li, Jianru Xue, "Probability Iterative Closest Point Algorithm for Position Estimation" in Proc. IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), 2014, pp. 458-463 (EI)

[22]

Dixiao Cui, Jianru Xue, Shaoyi Du, Nanning Zheng, "Real-time Global Localization of Intelligent Road Vehicles in Lane-level via Lane Marking Detection and Shape Registration" in Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2014, pp. 4958-4964 (EI)

[21]

Chunjia Zhang, Jianru Xue, Shaoyi Du, Xiaolin Qi, Ye Song, "Real-Time Road Detection Using Lidar Data" in Proc. Seventh International Conference on Intelligent Systems and Knowledge Engineering (ISKE), 2014, pp. 575-585 (EI)

[20]

Chunjia Zhang, Shaoyi Du, Jianru Xue, Xiaolin Qi, "Improved ICP Algorithm with Bounded Rotation Angle for 2D Point Set Registration" in Proc. IEEE First International Conference on Cognitive Systems and Information Processing (CSIP), 2014, pp. 523-530 (EI)

2012

[19]

Ce Li, Xinying Luo, Shaoyi Du, Limei Xiao, "A Method of Registration Based on Skeleton for 2-D Shapes" in Proc. 5th International Congress on Image and Signal Processing (CISP), 2012, pp. 967-970 (EI)

2011

[18]

Ce Li, Jianru Xue, Nanning Zheng, Shaoyi Du, Jihua Zhu, Zhiqiang Tian, "Fast and Robust Isotropic Scaling Iterative Closest Point Algorithm" in Proc. IEEE International Conference on Image Processing (ICIP), 2011, pp. 1517-1520 (EI)

2010

[17]

Ce Li, Jianru Xue, Shaoyi Du, Nanning Zheng, "A Fast Multi-Resolution Iterative Closest Point Algorithm" in Proc. Chinese Conference on Pattern Recognition (CCPR), 2010, pp. 712-716 (EI)

2009

[16]

Yang Yang, Nanning Zheng, Yuehu Liu, Shaoyi Du, Yoshifumi Nishio, "Example-Based Performance Driven Facial Shape Animation" in Proc. IEEE International Conference on Multimedia and Expo (ICME), 2009, pp. 1350-1353 (EI)

[15]

Zhengwang Wu, Yuehu Liu, Shaoyi Du, Jingjun Wu, Maojun Yuan, "A Save-Fail Mechanism for Face Detection Validation" in Proc. IEEE Intelligent Vehicles Symposium (IV), 2009, pp. 490-493 (EI)

[14]

Jihua Zhu, Nanning Zheng, Zejian yuan, Shaoyi Du, "Point-to-line Metric Based Iterative Closest Point with Bounded Scale" in Proc. 4th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2009, pp. 3032-3037 (EI)

[13]

Lei Xiong, Nanning Zheng, Shaoyi Du, Lan Wu, "Extended Facial Expression Synthesis Using Statistical Appearance Model" in Proc. 4th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2009, pp. 1582-1587 (EI)

2008

[12]

Jianyi Liu, Nanning Zheng, Lei Xiong, Gaofeng Meng, Shaoyi Du, "Illumination Transition Image: Parameter-Based Illumination Estimation and Re-Rendering" in Proc. 19th International Conference on Pattern Recognition (ICPR), 2008, pp. 1-4 (EI)

[11]

Gaofeng Meng, Nanning Zheng, Shaoyi Du, Yonghong Song, Yuanlin Zhang, "Tensor Product Surface Model for Document Illumination Correction" in Proc. International Workshop on Vision, Communications and Circuits (IWVCC), 2008, pp. 169-172.

[10]

Shaoyi Du, Nanning Zheng, Shihui Ying, Gaofeng Meng, Jianyi Liu, "Affine ICP Algorithm Based on Lie Group for Point Set Registration" in Proc. International Workshop on Vision, Communications and Circuits (IWVCC), 2008, pp. 82-85.

[9]

Shaoyi Du, Jingjun Wu, Yuehu Liu, Nanning Zheng, Pengfei Huang, Gang Zhou, "The Framework of Face and Eye Detection Based on a Complete Haar-like Feature Set" in Proc. International Symposium on Artificial Intelligence and Affective Computing (AIAC), 2008, pp. 1-11.

[8]

Shaoyi Du, Nanning Zheng, Yuehu Liu, Jingjun Wu, Gang Zhou, Pengfei Huang, "An Extended Set of Haar-Like Features for Face Detection with In-Plane Rotation" in Proc. KEIO-XJTU Workshop on Electronic & Information Engineering, 2008, pp. 21-26 (The Third Prize for Presentation)

2007

[7]

Lei Xiong, Nanning Zheng, Qubo You, Jianyi Liu, Shaoyi Du, "Eye Synthesis Using the Eye Curve Model" in Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2007, pp. 531-534 (EI)

[6]

Qubo You, Nanning Zheng, Shaoyi Du, Yang Wu, "General Solution for Supervised Graph Embedding" in Proc. 18th European Conference on Machine Learning (ECML), 2007, pp. 782-789 (EI)

[5]

Fei Wang, Jishang Wei, Nanning Zheng, Shaoyi Du, Bin Gao, "Automatic ROI Selection for JPEG2000 Compression of Remote Sensing Images" in Proc. First IEEE International Conference on Semantic Computing (ICSC), 2007, pp. 615-621 (EI)

[4]

Yang Wu, Nanning Zheng, Qubo You, Shaoyi Du, "Object Recognition by Learning Informative, Biologically Inspired Visual Features" in Proc. 14th IEEE International Conference on Image Processing (ICIP), 2007, pp. 181-184 (EI)

[3]

Shaoyi Du, Nanning Zheng, Shihui Ying, Qubo You, Yang Wu, "An Extension of the ICP Algorithm Considering Scale Factor" in Proc. 14th IEEE International Conference on Image Processing (ICIP), 2007, pp. 193-196 (EI)

[2]

Shaoyi Du, Nanning Zheng, Shihui Ying, Jishang Wei, "ICP with Bounded Scale for Registration of M-D Point Sets" in Proc. IEEE International Conference on Multimedia and Expo (ICME), 2007, pp. 1291-1294 (EI, Best Student Paper Award)

2006

[1]

Qubo You, Nanning Zheng, Shaoyi Du, Yang Wu, "Neighborhood Discriminant Projection for Face Recognition" in Proc. 18th International Conference on Pattern Recognition (ICPR), 2006, pp. 532-535 (EI)