PRAI 2026

2026 the 9th International Conference on Pattern Recognition and Artificial Intelligence August 15-17, 2026 \| Shanghai, China
		Proceedings Online IEEE Xplore: PRAI 2026 Proeedings will be Indexed by Ei Compendex & Scopus (论文集会后被EI, SCOPUS检索) PRAI 2026 was listed in IEEE Official Conference Calendar
On August 15, 2026, the 9th International Conference on Pattern Recognition and Artificial Intelligence (PRAI 2026) kicked off in Shanghai. Hosted by Shanghai Jiao Tong University and organized by the School of Artificial Intelligence, Shanghai Jiao Tong University, the conference received support from Guizhou University, University of Electronic Science and Technology of China, Xi’an Microelectronics Technology Institute, and Southwest Petroleum University. Nearly 300 experts, scholars, industry representatives and young students from multiple countries and regions attended the event, engaging in academic exchanges on fundamental theories, methodological research and practical applications in the fields of pattern recognition and artificial intelligence. 2026年8月15日，第九届模式识别与人工智能国际会议（PRAI 2026）在上海开幕。会议由上海交通大学主办，上海交通大学人工智能学院承办，并获得贵州大学、电子科技大学、西安微电子技术研究所、西南石油大学支持。来自多个国家和地区的近300名专家学者、行业代表及青年学生参会，围绕模式识别与人工智能领域的基础理论、方法研究及应用实践开展学术交流。 . PRAI 2026 Special Sessions 特别主题专场: Special Session 1 - Artificial Intelligence for Aerospace Applications Special Session 2 - Intelligent Data Analysis and Cyber Security Special Session 3. Multimodal Medical Data Fusion and Precision Diagnosis-Treatment Practice with Large Models Special Session 4. Generative AI and Innovation in Multimodal Intelligent Interaction Special Session 5. Global Frontiers in AI-Driven Intelligent Image/Video Processing and related Innovation Special Session 6. Perception and Understanding of Multimodal Large Models and Intelligent Recommendation Special Session 7. Multimodal Affective Computing and Applications Special Session 8. Data-Driven Domain AI Systems: Models, Architectures, and Applications Special Session 9. Application of Artificial Intelligence in Astrophysics Special Session 10. 3D Vision and Digital Preservation of Cultural Heritage Special Session 11. AI-Driven Technologies for Astronomical Data Analysis and Cosmic Discovery Special Session 12. Adaptive Filtering Theory and Engineering Applications Special Session 13. Intelligent Signal Processing and State Perception for Power Systems Special Session 14. Generative AI and Large Models for Educational Scenarios Special Session 15. Intelligent Systems: Bridging Generative AI, Computer Vision, and Large Models Special Session 16. Multimodal Data Fusion and Intelligent Analysis for Remote Sensing Applications Special Session 17. Deep Learning for Document Image Understanding & Layout Analysis Special Session 18. AI Driven Applied Cybersecurity: Securing Digital Ecosystems from Identity, IoT, OT, and SOC Threats v Best Paper Award "A Methodology for Socio-Physical World Models: Unifying Intuitive Physics and Theory of Mind in Foundation Models Authors: Shunsheng Gui, Yi Chen, Xiaoyin Xu, Yang Ding and Jiaming Qin LFF-MGAN: A Cross-Stage Layer-wise Feature Fusion Network for Time-Domain Speech Enhancement Authors: Zhenyu Ye, Qingchun Chen, Xiaohui Cai, Yong Liu and Bingpeng Zhou Verifiable Secure Domain Adaptation Learning Authors: Mingyun Bian and Chen Meng Best Student Paper Award Enhanced Self-Supervised Monocular Depth Estimation with Global Context Aggregation and Gated Skip Fusion Authors: Zetao Lin, Dan Zhang, Huiling Xue, Yitao Mai, Mingshen Huang and Chenjun Bi APDNet: Adaptive Period Discovery Network for Human Activity Recognition Authors: Shengyuan Huang, Boyuan Gai and Xiaoyan Sun MedQFilter: Training Better Medical Multimodal LLMs with Fewer High-Quality Instructions Authors: Hongyu Bai and Genke Yang
The Excellent Presentation Winners A Novel Collaborative Representation Hyperspectral Anomaly Detection Method Based on Background Purification Author (s): Jiaxin Li, Fang He, Weimin Jia, Jianwei Zhao, Haojie Hu, Fenggan Zhang Presenter: Jiaxin Li, Rocket Force University of Engineering, China BeyondFaces: A Real-World Dataset for Human Skin Appearance Author (s): Boqi Wu, Markus Tokas, Ulrich Jung Presenter: Boqi Wu, University of Wuppertal, Germany A Fall Detection System Based on Dual-Modal Gated Decision Fusion Author (s): Yiran Liao, Hewen Lu, Zhetao Yang, Jinhang Liu, Ruicheng Guo, Zhen Zhang Presenter: Hewen Lu, Huizhou University, China Exploring Unknown Types of Radio Transient Sources using Foundation-Model Representations Author (s): Jinhuang Cao, Yongkun Zhang, Pei Wang Presenter: Jinhuang Cao, National Astronomical Observatories, Chinese Academy of Sciences, China Estimating the Impact of Recommendation Concentration on Creator Attrition: Evidence from Twitch Using Causal Machine Learning Author (s): Yingrui Ruan Presenter: Yingrui Ruan, Zhejiang University, China Low-Age Mandarin Child Speech Recognition Based on Whisper Adaptation Author (s): Jiaxin Hong, Shengyuan Huang, Xiaoyan Sun Presenter: Jiaxin Hong, Hangzhou Normal University, China FastPano: Very Fast Image Stitching for Creating Panoramas Author (s): Ning Li, Haifeng Zhao, Mingwei Cao Presenter: Ning Li, Anhui University, China Node-Adaptive Defense for Graph Neural Networks via Risk-Aware Prototype Calibration Author (s): Jiaxing Zuo, Mingjian Guang Presenter: Jiaxing Zuo, Donghua University, China A MITRE ATT&CK-Aligned Taxonomy for Machine Learning-Based Detection of Malicious Non- Executable Files Author (s): Waleed Omar Paracha, Omar Al Jarrah Presenter: Waleed Omar Paracha, Arab Open University, Kuwait ParkSO-YOLO: A Hierarchical Attention Framework for Distortion-Aware Oriented Object Perception in Fisheye Surround-View Images for Autonomous Parking Author (s): Liequan Liang, Jiaqi Zheng, Xiang Li, Fng Chen, Wenlong Lv, Xuan Zhou Presenter: Jiaqi Zheng, Guangdong University of Finance and Economics, China Cross-branch Enhanced Attention Method for Fine-grained Detection of Sick Chickens Author (s): XingJian Tian, ZiXiang Fei, MinRui Fei Presenter: XingJian Tian, Shanghai University, China Cross-Modal Knowledge Distillation with Dual-Branch Feature Fusion for Myocardial Perfusion Defect Detection from CCTA Author (s): Shuoshi Zhu, Yimeng Zhao, Yisheng Ruan, Liang Bai, Jiani Zou, Jiangming Zhu, Dianqi Liu, Tianyuan Yu Presenter: Shuoshi Zhu, National University of Defense Technology, China Semi-Supervised Hyperspectral Remote Sensing Image Classification Based on Deep Reinforcement Active Learning Author (s): Zijing Wang, Chunzhao Ma, Lianmeng Jiao Presenter: Lianmeng Jiao, Northwestern Polytechnical University, China Machine Learning Based Thrust and Power Prediction for Energy Efficient Motor Propeller Selection in Electric Unmanned Aerial Vehicles Author (s): Erwan Eko Prasetiyo, Rustam Asnawi, Moh Khairudin, Hendriana Helda Pratama Presenter: Erwan Eko Prasetiyo, Universitas Negeri Yogyakarta, Indonesia A Direct Drive Coaxial Force-Controlled Deformable Hybrid Mobile Robot Author (s): Zhuocheng Gu, Feiteng Du, Hongya Zhang, Aoqi Li, Xuan Xiao, Kun Wang Presenter: Zhuocheng Gu, Tiangong University, China Predicting First-Choice Academic Program of NU Fairview Applicants Using Random Forest Classification on Admissions Data Author (s): Corazon Rebong, Herminiño Lagunzad, Warren Panizales, Patricia Kerstin Zamora Presenter: Herminiño C. Lagunzad, National University, Philippines Temporal Respiratory Rhythm Instability as a Portable Screening Biomarker for Early Parkinson’s Disease Author (s): Phatpitcha Taemkhornburee, Aueaphum Aueawatthanaphisut Presenter: Phatpitcha Taemkhornburee, The Newton Sixth Form School, Thailand A Spatio-Temporal Learning Framework for Power System Transient Stability Assessment Using GCN and Bi-LSTM Author (s): Haiquan Zhao, Liujun Lai, Ruixue Ni Presenter: Liujun Lai, Southwest Jiaotong University, China MRF-Det: Multi-Residual Forensic Evidence Aggregation for Generalizable Deepfake Detection Author (s): Jie Zou, Hongrui Zhang, Quanbin Xin, Zixuan Zhu, Mengxing Huang, Yingjie Feng, Qingkui Chen and Siling Feng Presenter: Jie Zou, Hainan University, China Vector Font Generation with Dynamic Multi-Resolution and Structural Priors Encoding Author (s): Hao Zhang, Shizhe Zhou Presenter: Hao Zhang, Hunan University, China A Confidence-Calibrated Multimodal Knowledge Graph for Explainable Drug Recommendation Author (s): Yichen Song, Siling Feng Presenter: Yichen Song, Hainan University, China