Publications

Jianzhou Wang, Yirui Wu, Lixin Yuan, Wenxiao Zhang, Jun Liu. Beyond Sample-Level Forgetting: Improving Reliability in Multimodal Unlearning. In Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), 2026.

Yirui Wu, Xinfu Liu, Lixin Yuan, Wenxiao Zhang, Shivakumara Palaiahnakote. Multimedia Teaching Framework based on Cyclic Generative LLMs: Taking Sustainability Learning as an Example. Applied Soft Computing, 202, Article 115782, 2026.

Lixin Yuan, Ningyu Du, Yirui Wu, Shivakumara Palaiahnakote, Umapada Pal. Representative instance selection strategy for discriminative features. Pattern Recognition Letters, 206, 90-96, 2026.

Yuhang Xia, Cheng Zhen, Yirui Wu, Lixin Yuan, Wenxiao Zhang, Jun Liu. Disentangled Knowledge Forgetting in Machine Unlearning. In Proceedings of the 35th International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2026), 2026.

Yirui Wu, Qi Yan, Xinfu Liu, Shaohua Wan, Guohua Lv, Jiehan Zhou, Joel J. P. C. Rodrigues. Edge-Cloud Collaborated Prototype Graph Network for Efficient Few-Shot Object Detection. IEEE Internet of Things Journal, 13(11), 22670-22679, 2026.

Xinfu Liu, Yirui Wu, Yuting Zhou. Zero-shot Medical Image Classification via Large Multimodal Models and Knowledge Graphs-driven Processing. Methods, 245, 25-34, 2026.

Yirui Wu, Xinfu Liu, Qi Yan, Cheng Zhen, Lixin Yuan, Wenxiao Zhang. LLM-centric Collaborative Computing Framework: Leveraging Industry Specified Knowledge for Open-set Visual Recognition. Applied Soft Computing, 186, Article 114028, 2026.

Ziye Wang, Yirui Wu, Mohammed Abdel-Megeed Salem, Lixin Yuan, Junyang Chen, Huan Wang, Shaohua Wan. Alignment-Aware Fine-Tuning of Vision-Language Models for Out-of-Distribution Generalization. Multimedia Systems, 32(1), Article 55, 2025.

Yirui Wu, Xinfu Liu, Lucia Cascone, Michele Nappi, Shaohua Wan. Plausible Deniable Medical Image Encryption by Large Language Models and Reversible Content-Aware Strategy. IEEE Journal of Biomedical and Health Informatics, 2025.

Wenxiao Zhang, Hossein Rahmani, Jun Liu. Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion. IEEE Transactions on Visualization and Computer Graphics(CCF-A), 2025.

Yirui Wu, Yuhang Xia, Hao Li, Lixin Yuan, Junyang Chen, Jun Liu, Tong Lu, Shaohua Wan. Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation. Proceedings of the AAAI Conference on Artificial Intelligence(CCF-A), 2025.

Yirui Wu, Hao Cao, Yong Lai, Liang Zhao, Xiaoheng Deng, Shaohua Wan. Edge Computing and Few-Shot Learning Featured Intelligent Framework in Digital Twin Empowered Mobile Networks. IEEE Transactions on Network and Service Management, 2024.

Rui Qin, Benze Wu, Xinfu Liu, Yirui Wu. Hyperspectral Image Classification Method Based on Global Space-Spectral Attention Mechanism. Journal of Shanghai Jiaotong University (Science)(EI), 2024.

Junyang Chen, Guoxuan Zou, Pan Zhou, Yirui Wu, Zhenghan Chen, Houcheng Su, Huan Wang, Zhiguo Gong. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation. Proceedings of the AAAI Conference on Artificial Intelligence(CCF-A), 2024.

Wenxiao Zhang, Hossein Rahmani, Xun Yang, Jun Liu. Reverse2Complete: Unpaired Multimodal Point Cloud Completion via Guided Diffusion. Proceedings of the 32nd ACM International Conference on Multimedia(CCF-A), 2024.

Wenxiao Zhang, Ziqi Wang, Li Xu, Xun Yang, Jun Liu. Informative Point cloud Dataset Extraction for Classification via Gradient-based Points Moving. Proceedings of the 32nd ACM International Conference on Multimedia(CCF-A), 2024.

Guangchen Shi, Wei Zhu, Yirui Wu, Danhuai Zhao, Kang Zheng, Tong Lu. Few-shot Semantic Segmentation via Perceptual Attention and Spatial Control. Proceedings of the 32nd ACM International Conference on Multimedia(CCF-A), 2024.

Lixin Yuan, Cheng Mei, Wenhai Wang, Tong Lu. Feature Selection Based on Intrusive Outliers Rather Than All Instances. IEEE Transactions on Image Processing(CCF-A), 2024.

Xinfu Liu, Yirui Wu, Yuting Zhou, Junyang Chen, Huan Wang, Ye Liu, Shaohua Wan. Enhancing Large Language Models with Multimodality and Knowledge Graphs for Hallucination-free Open-set Object Recognition. VLDB Workshops, 2024.

Yi Rong, Haoran Zhou, Lixin Yuan, Cheng Mei, Jiahao Wang, Tong Lu. CRA-PCN: Point Cloud Completion with Intra-and Inter-level Cross-Resolution Transformers. Proceedings of the AAAI Conference on Artificial Intelligence, 2024.

Yirui Wu, Qiran Kong, Cheng Qian, Michele Nappi, Shaohua Wan. End-PolarT: Polar Representation for End-to-End Scene Text Detection. BigDR'23(SCI), 2023.

Wenxiao Zhang, Huajian Zhou, Zhen Dong, Jun Liu, Qingan Yan, Chunxia Xiao. Point Cloud Completion Via Skeleton-Detail Transformer. IEEE Transactions on Visualization and Computer Graphics(CCF-A), 2023.

Hao Li, Yirui Wu, Hexuan Hu, Hu Lu, Qian Huang, Shaohua Wan. Interpretable Thoracic Pathologic Prediction via Learning Group-Disentangled Representation. Methods'23(SCI), 2023.

Wenxiao Zhang, Huajian Zhou, Zhen Dong, Qingan Yan, Chunxia Xiao. Rank-PointRetrieval: Reranking Point Cloud Retrieval via a Visually Consistent Registration Evaluation. IEEE Transactions on Visualization and Computer Graphics(CCF-A), 2023.

Yirui Wu, Qiran Kong, Lai Yong, Fabio Narducci, Shaohua Wan. CDText: Scene Text Detector Based on Context-Aware Deformable Transformer. PRL'23(SCI, CCF-C), 2023.

Yirui Wu, Lilai Zhang, Zonghua Gu, Hu Lu, Shaohua Wan. Edge-AI-Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition. ACM TECS'23(CCF-B), 2023.

Yirui Wu, Qiran Kong, Lilai Zhang, Aniello Castiglione, Michele Nappi, Shaohua Wan. CDT-CAD: Context-Aware Deformable Transformers for End-to-End Chest Abnormality Detection on X-Ray Images. IEEE-ACM TCBB'23(CCF-B), 2023.

Qian Cheng, Yirui Wu, Aniello Castiglione, Fabio Narducci, Shaohua Wan. DA-Net: Dual Attention Network for Flood Forecasting. JSPS'23(SCI), 2023.

Yirui Wu, Lilai Zhang, Hao Li, Yunfei Zhang, Shaohua Wan. Feature Fusion Pyramid Network for End-to-End Scene Text Detection. ACM TALIP'23(SCI, CCF-C), 2023.

Yirui Wu, Benze Wu, Yunfei Zhang, Shaohua Wan. A Novel Method of Data and Feature Enhancement for Few-Shot Image Classification. Soft Computing'23(SCI, CCF-C), 2023.

Yirui Wu, Hao Li, Xi Feng, Andrea Casanova, Andrea F. Abate, Shaohua Wan. GDRL: An Interpretable Framework for Thoracic Pathologic Prediction. PRL'23(SCI, CCF-C), 2023.

Yirui Wu, Hao Cao, Guoqiang Yang, Tong Lu, Shaohua Wan. Digital Twin of Intelligent Small Surface Defect Detection with Cyber-manufacturing Systems. IEEE TOIT'22(CCF-B), 2022.

Minglei Yuan, Chunhao Cai, Tong Lu, Yirui Wu, Qian Xu, Shijie Zhou. A Novel Forget-Update Module for Few-Shot Domain Generalization. PR'22(Top Journal in Pattern Recognition, CCF-B), 2022.

Yirui Wu, Lilai Zhang, Stefano Berretti, Shaohua Wan. Medical Image Encryption by Content-Aware DNA Computing for Secure Healthcare. IEEE TII'22(Top Journal in Industrial Informatics, 中科院一区, IF:11.648), 2022.

Guangchen Shi, Yirui Wu, Jun Liu, Shaohua Wan, Wehai Wang, Tong Lu. Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation. Proceedings of the 30th ACM international conference on multimedia(CCF-A), 2022.

Yirui Wu, Wen Zhang, Shaohua Wan. CE-text: A Context-Aware and Embedded Text Detector in Natural Scene Images. PRL'22(SCI, CCF-C), 2022.

Yonghong Chen, Hao Li, Han Li, Wenhao Liu, Yirui Wu, Qian Huang, Shaohua Wan. An Overview of Knowledge Graph Reasoning: Key Technologies and Applications. JSAN(ESCI), 2022.

Yirui Wu, Haifeng Guo, Chinmay Chakraborty, Mohammad R. Khosravi, Stefano Berretti, Shaohua Wan. Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection. IEEE TNSE'22(中科院二区), 2022.

Hao Li, Yirui Wu, Hexuan Hu, Hu Lu, Shaohua Wan. Learning Group-Disentangled Representation for Interpretable Thoracic Pathologic Prediction. IEEE BIBM'22(CCF-B), 2022.

Lixin Yuan, Guoqiang Yang, Qian Xu, Tong Lu. Discriminative feature selection with directional outliers correcting for data classification. Pattern Recognition, 2022.

Qiran Kong, Yirui Wu, Chi Yuan, Yongli Wang. CT-CAD: Context-Aware Transformers for End-to-End Chest Abnormality Detection on X-Rays. IEEE BIBM'21(CCF-B), 2021.

Qiran Kong, Yirui Wu, Shaohua Wan. PolarText: Single-stage Scene Text Detection with Polar Representation. EUC'21(Best Paper Award,EI), 2021.

Yirui Wu, Pengfei Han, Zhan Zheng. Instant water body variation detection via analysis on remote sensing imagery. JRTIP'21(SCI), 2021.

Benze Wu, Yirui Wu, Shaohua Wan. An Image Enhancement Method for Few-shot Classification. EUC'21(EI), 2021.

Tingting Hang, Jun Feng, Yirui Wu, Le Yan, Yunfeng Wang. Joint Extraction of Entities and Overlapping Relations Using Source-Target Entity Labeling. ESWA'21(SCI, CCF-C, 中科院一区), 2021.

Guangchen Shi, Yirui Wu. Arbitrary shape scene text detection based on pixel aggregationandfeatureenhancement. 中国图象图形学报(CCF-B中文，中文核心), 2021.

Yirui Wu, Wenxiang Liu, Shaohua Wan. Multiple Attention Encoded Cascade R-CNN for Scene Text Detection. JVCIR'21(SCI, CCF-C), 2021.

Yirui Wu, Wenqin Mao, Jun Feng. AI for Online Customer Service: Intent Recognition and Slot Filling Based on Deep Learning Technology. MONET'21(SCI, CCF-C), 2021.

Yirui Wu, Hongfei Guo, Cheng Qian, Wenpeng Wang. 基于特征增强与时序感知的洪水预报模型. 人民长江(中文核心), 2021.

Jun Feng, Zhongyi Wang, Yirui Wu, Yuqi Xi. Spatial and Temporal Aware Graph Convolutional Network for Flood Forecasting. IJCNN'21(CCF-C), 2021.

Guangchen Shi, Yirui Wu, Shivakumara Palaiahnakote, Umapada Pal, Tong Lu. ARNet: Active-Reference Network for Few-Shot Image Semantic Segmentation. ICME'21(CCF-B), 2021.

Yirui Wu, Yuntao Ma, Shaohua Wan. Multi-Scale Relation Reasoning for Multi-Modal Visual Question Answering. SPIC'21(SCI, CCF-C), 2021.

Yuntao Ma, Tong Lu, Yirui Wu. Multi-scale Relational Reasoning with Regional Attention for Visual Question Answering. ICPR'20(CCF-C), 2021.

Xiaofang Li, Yirui Wu, Wen Zhang, Ruichao Wang, Feng Hou. Deep learning methods in real-time image super-resolution: a survey. JRTIP'20(SCI), 2020.

Pengyu Yu, Yirui Wu, Shun Zhao. A Novel SMOTE Algorithm based Portrait Model for Programmers. SmartCity'20(EI), 2020.

Pengyu Yu, Yirui Wu, Benze Wu. A Novel Developer Portrait Model based on Bert-Capsule Network. HPCC'20(EI), 2020.

Haifeng Guo, Tong Lu, Yirui Wu. Dynamic Low-Light Image Enhancement for Object Detection via End-to-End Training. ICPR'20(CCF-C), 2020.

Yirui Wu, Xiaozhong Ji, Wanting Ji, Yan Tian, Helen Zhou. CASR: a context-aware residual network for single-image super-resolution. NCAA'20(SCI, CCF-C, 中科院2区), 2020.

Yirui Wu, Pengyu Yu. User Portrait Technology Based on Stacking Mode. CyberSciTech'20(EI), 2020.

Yirui Wu, Yukai Ding, Jun Feng. SMOTE-Boost-based sparse Bayesian model for flood prediction. EJWCN'20(SCI), 2020.

Yirui Wu, Haohang Wang, Dabao Wei, Jun Feng. Construction method of watershed scene pattern library via spatio-temporal multiple features. Journal of Hohai University( Natural Sciences)(中文核心), 2020.

Xiaoge Song, Yirui Wu, Wenhai Wang, Tong Lu. TK-Text: Multi-shaped Scene Text Detection via Instance Segmentation. MMM'20(CCF-C), 2020.

Yirui Wu, Dabao Wei, Jun Feng, Xiaolong Xu. Network Attacks Detection Methods Based on Deep Learning Techniques: A Survey. SCN'20(SCI, CCF-C), 2020.

Wenxiao Zhang, Chengjiang Long, Qingan Yan, Alix L. H. Chow, Chunxia Xiao. Multi-stage point completion network with critical set supervision. Computer Aided Geometric Design, 2020.

Wenxiao Zhang, Qingan Yan, Chunxia Xiao. Detail Preserved Point Cloud Completion via Separated Feature Aggregation. Proceedings of the European Conference on Computer Vision(CCF-A), 2020.

Xiaozhong Ji, Yirui Wu, Tong Lu. Context-Aware Residual Network with Promotion Gates for Single Image Super-Resolution. MMM'20(CCF-C), 2019.

Yao Xiao, Minglong Xue, Tong Lu, Yirui Wu, Shivakumara Palaiahnakote. A Text-Context-Aware CNN Network for Multi-oriented and Multi-language Scene Text Detection. ICDAR'19(CCF-C), 2019.

Yukai Ding, Yuelong Zhu, Yirui Wu, Jun Feng, Zirun Cheng. Spatio-Temporal Attention LSTM Model for Flood Forecasting. CPSCom'19(EI), 2019.

Yirui Wu, Yukai Ding, Jun Feng. Sparse Bayesian Flood Forecasting Model Based on SMOTEBoost. CPSCom'19(EI), 2019.

Wenxiao Zhang, Chunxia Xiao. PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CCF-A), 2019.

Yirui Wu, Yuechao He, Palaiahnakote Shivakumara, Ziming Li, Hongxin Guo, Tong Lu. Channel-wise attention model-based fire and rating level detection in video. CIT'19(SCI), 2019.

Yirui Wu, Lianglei Wei, Yucong Duan. Deep spatiotemporal LSTM network with temporal pattern feature for 3D human action recognition. CI'19(SCI, CCF-C), 2019.

Yirui Wu, Weigang Xu, Qinghan Yu, Jun Feng, Tong Lu. Hierarchical Bayesian Network Based Incremental Model for Flood Prediction. MMM'19(CCF-C), 2019.

Yisheng Yue, Palaiahnakote Shivakumara, Yirui Wu, Liping Zhu, Tong Lu, Umapada Pal. An Automatic System for Generating Artificial Fake Character Images. MMM'19(CCF-C), 2019.

Yirui Wu, Zhouyu Meng, Palaiahnakote Shivakumara, Tong Lu. Compressive Sensing Based Convolutional Neural Network for Object Detection. MJCS'18(SCI), 2018.

Yirui Wu, Yisheng Yue, Xiao Tan, Wei Wang, Tong Lu. End-To-End Chromosome Karyotyping with Data Augmentation Using GAN. ICIP'18(CCF-C), 2018.

Zhaoyang Liu, Yirui Wu, Yukai Ding, Jun Feng, Tong Lu. Context and Temporal Aware Attention Model for Flood Prediction. PCM'18(CCF-C), 2018.

Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu. New COLD Feature Based Handwriting Analysis for Ethnicity/Nationality Identification. ICFHR'18(EI), 2018.

Yirui Wu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu. Local and Global Bayesian Network based Model for Flood Prediction. ICPR'18(CCF-C), 2018.

Yirui Wu, Zhikai Li, Shivakumara Palaiahnakote, Tong Lu. Em-SLAM: a Fast and Robust Monocular SLAM Method for Embedded Systems. ICPR'18(CCF-C), 2018.

Yirui Wu, Zhaoyang Liu, Weigang Xu, Jun Feng, Shivakumara Palaiahnakote, Tong Lu. Context-Aware Attention LSTM Network for Flood Prediction. ICPR'18(CCF-C), 2018.

Wenhai Wang, Yirui Wu, Palaiahnakote Shivakumara, Tong Lu. Cloud of Line Distribution and Random Forest Based Text Detection from Natural/Video Scene Images. MMM'18(CCF-C), 2018.

Lianglei Wei, Yirui Wu, Wenhai Wang, Tong Lu. A Novel 3D Human Action Recognition Framework for Video Content Analysis. MMM'18(CCF-C), 2018.

Yirui Wu, Wenhai Wang, Shivakumara Palaiahnakote, Tong Lu. A Robust Symmetry-Based Method for Scene/Video Text Detection through Neural Network. 2017.

Yirui Wu, Zhouyu Meng, Shivakumara Palaiahnakote, Tong Lu. Compressing YOLO Network by Compressive Sensing. ACPR'17(EI), 2017.

Lixin Yuan, ShiJin Li, YaPing Jiang. Remote Sensing Scene Classification Using a Preclassification Strategy and an Improved Structural Feature. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

Hengduo Li, Jun Liu, Guyue Zhang, Yuan Gao, Yirui Wu. Multi-glimpse LSTM with color-depth feature fusion for human detection. ICIP'17(CCF-C), 2017.

Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang.. FreeScup: A Novel Platform for Assisting Sculpture Pose Design. IEEE TMM'17(CCF-B), 2017.

Yiyang Zhou, Wenhai Wang, Wenjie Guan, Yirui Wu, Heng Lai, Tong Lu, Min Cai. Visual Robotic Object Grasping Through Combining RGB-D Data and 3D Meshes. MMM'17(CCF-C), 2016.

Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar. Contour Restoration of Text Components for Recognition in Video/Scene Images. IEEE TIP'16(CCF-A), 2016.

Wenhai Wang, Yirui Wu, Shivakumara Palaiahnakote, Tong Lu, Jun Liu. Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images. PCM'17(CCF-C), 2016.

Zehuan Yuan, Tong Lu, Yirui Wu. Deep-dense Conditional Random Fields for Object Co-segmentation. IJCAI'17(CCF-A), 2016.

ShiJin Li, Hui Yu, Lixin Yuan. A Novel Approach to Remote Sensing Image Retrieval with Multi-feature VP-Tree Indexing and Online Feature Selection. 2016 IEEE Second International Conference on Multimedia Big Data (BigMM), 2016.

Yirui Wu, Xianli Zhou, Tong Lu, Guo Mei, Sun Linbi. EvaToon: A novel graph matching system for evaluating cartoon drawings. ICPR'16(CCF-C), 2015.

Yirui Wu, Oscar Kin-Chung Au, Chiew-Lan Tai, Tong Lu. HIRM: A Handle-Independent Reduced Model for Incremental Mesh Editing. CAGD'15(SCI,CCF-B), 2015.

Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang.. FreeScup: A novel platform for assisting sculpture pose design. ICME'15(CCF-B,Oral), 2014.

LiMin Wang, Yirui Wu, Tong Lu, Kang Chen. Multiclass object detection by combining local appearances and context. ACM MM'11(CCF-A), 2011.