The Successful Conclusion of HNNDL 2026
On January 11, 2026, 2026 International Conference on Human-Computer Interaction, Neural Networks and Deep Learning（HNNDL 2026) successfully concluded online. The conference attracted leading experts and scholars who engaged in in-depth discussions on cutting-edge research and practical applications in the fields of cryptography, network security, and communication technology.
During the conference, Professor Daojing He from Harbin Institute of Technology, Shenzhen, delivered a keynote speech titled "Research on Typical Applications and Security Defense Technologies for Artificial Intelligence Systems"
Professor Lei Zhang from Chongqing University, presented a keynote speech titled "Spatial Intelligence: Concepts, Connotations, and Challenges"
Additionally, Associate Professor Lei Chen from Shandong University, China, presented a talk on "Deep Learning for Abnormal Behavior Detection in Video"
The conference continued through an online platform, where seven scholars from various universities delivered oral presentations covering several emerging topics in cryptography, network security, and communication technology. These online presentations provided participants with broader opportunities for exchange, further enriching the content of the conference.
Anni Tang, School of Sciences, Civil Aviation Flight University of China Speech Title: Machine Learning and Deep Learning for Osteoporosis: A Review of Imaging-Based and Clinical Data Applications |
Zihan Lei, Shanghai Maritime University Speech Title: YOLOv11-P2-CBAM: A High-Resolution Detection Method for Tiny Rust Defects in Complex Industrial Scenarios |
Zhaoyang Xia, Logistics Engineering College,Shanghai Maritime University Speech Title: Research on Ship Heave Displacement Prediction Based on the BKA- CNN-LSTM-Attention Mode |
BaoQiang Gao, School of Electrical Engineering, Guangxi University Speech Title: Att-CNN–BiLSTM: An Interpretable Multi-task Learning Framework for Multimodal Stroke Functional Assessment |
The conference also featured multiple panel discussions and paper presentations, where participants engaged in lively exchanges on current scientific challenges and the latest technological advancements. The successful organization of this conference further strengthened international academic interaction and promoted innovation in the fields of cryptography, network security, and communication technology.
We thank all participants for their active involvement and contributions, and we look forward to continuing our collaboration and creativity in future gatherings.
Thank you for your attention and participation, and we look forward to seeing you at the next HNNDL conference!