Publications
Patents [Web-link 🌐]
[P.1] M. Lee, J. Chang, A. Jalali, "Device for predicting length of stay and mortality rate of patients in intensive care unit." Application number: 102600493, filing date: 2023-03-21, publication date: 2023-11-08, patent number: KR20230036401A. Application agency: Kyungpook National University Industry-University Cooperation Foundation, South Korea.
[P.2] M. Lee, A. Jalali, J. Chang, J. Hong, J. Kim, "Patient Status Analysis in the Intensive Care Unit Based on Deep Neural Network and Method Thereof." Application number: 102598101, filing date: 2022-06-27, publication date: 2023-11-02, patent number: KR20220078274A, South Korea.
[P.3] M. Lee, J. Seo, A. Jalali, "Low-Shot Transfer with Attention for Highly Imbalanced Cursive Character Recognition, Recording Medium, and Device for Performing the Method." Application number: KR20210013300A, filing date: 2021-01-29, publication date: 2022-08-05, patent number: KR20220109821A, South Korea.
[P.4] M. Lee, J. Park, A. Jalali, "Atrial Fibrillation Predicting System and Method Thereof." Application number: KR20190155412A, filing date: 2019-11-28, publication date: 2022-05-23, patent number: 102401131, South Korea.
[P.5] M. Lee, A. Jalali, J. Park, "Traditional Korean Character Hanja Recognition System and Method Thereof." Application number: 102264988, filing date: 2019-08-12, publication date: 2021-06-16. Application agency: KNU Industry-University Cooperation Foundation, patent number: KR20190098004A, South Korea.
Publications J=Journal, C=Conference
Journal Publications
[J.1] P. Angkan, A. Jalali, P. Hungler, A. Etemad, "Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification," (Submitted).
[J.2] J. Kim, M. Toikkanen, A. Jalali, M. Kim, H. Han, H. Kim, W. Shin, J. Ho-Young, K. Kim, "Adaptive Metadata-Guided Supervised Contrastive Learning for Domain Adaptation on Respiratory Sound Classification," IEEE Journal of Biomedical and Health Informatics, vol., pp. (2025).
[J.3] M. Bermudez-Gonzalez, A. Jalali, and M. Lee, "Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents," Engineering Applications of Artificial Intelligence, vol. 139, pp. 109458 (2025).
[J.4] A. Jalali, S. Lee, and M. Lee, "Learnable Feature Alignment with Attention-Based Data Augmentation for Handling Data Issue in Traditional Scripts," Applied Soft Computing, vol. 167, pp. 112394 (2024).
[J.5] S. A. M. Mohamud, A. Jalali, and M. Lee, "Hierarchical Reasoning Based on Perception Action Cycle for Visual Question Answering," Expert Systems with Applications, vol. 241, pp. 122698 (2024).
[J.6] K. Keisham, A. Jalali, J. Kim, M. Lee, "Multi-Level Alignment for Few-Shot Temporal Action Localization," Information Sciences, vol. 650, pp. 119618 (2023).
[J.7] S. A. M. Mohamud, A. Jalali, and M. Lee, "Encoder-Decoder Cycle for Visual Question Answering Based on Perception-Action Cycle," Pattern Recognition, vol. 144, pp. 109848 (2023).
[J.8] K. Hwang, J. Lee, A. Jalali, and M. Lee, "Predicting the Refrigerant Amounts across Air Conditioners with a Domain Adaptive Lightweight Transformer," IEEE Transactions on Consumer Electronics, vol. 69 (2023).
[J.9] A. Jalali and M. Lee, "Adversarial Lagrangian Integrated Contrastive Embedding for Limited Size Datasets," Neural Networks, vol. 160, pp. 122--131 (2023).
[J.10] E. Assareh, S. S. Mousavi Asl, N. Agarwal, M. Ahmadinejad, A. Jalali, and M. Lee, "A Cogeneration-Coupled Energy Storage System Utilizing Hydrogen and Methane-Fueled CAES and ORC with Ambient Temperature Consideration Enhanced by Artificial Neural Network, and Multi-Objective Optimization," Thermal Science and Engineering Progress, vol. 46, pp. 102161 (2023).
[J.11] K. Keisham, A. Jalali, and M. Lee, "Online Action Proposal Generation Using Spatio-Temporal Attention Network," Neural Networks, vol. 153, pp. 518--529 (2022).
[J.12] A. Jalali, S. Kavuri, and M. Lee, "Low-Shot Transfer with Attention for Highly Imbalanced Cursive Character Recognition," Neural Networks, vol. 143, pp. 489--499 (2021).
[J.13] A. Jalali and M. Lee, "High Cursive Traditional Asian Character Recognition Using Integrated Adaptive Constraints in Ensemble of DenseNet and Inception Models," Pattern Recognition Letters, vol. 131, pp. 172--177 (2020).
[J.14] A. Jalali and M. Lee, "Atrial Fibrillation Prediction with Residual Networks Using Sensitivity and Orthogonality Constraints," IEEE Journal of Biomedical and Health Informatics, vol. 24, pp. 407--413 (2019).
[J.15] A. Jalali, R. Mallipeddi, and M. Lee, "Sensitive Deep Convolutional Neural Network for Face Recognition at Large Standoffs with Small Dataset," Expert Systems with Applications, vol. 87, pp. 304--315 (2017).
Conference Publications
[C.1] A. Jalali, M. Soltani, M. Greenspan, and A. Etemad, "Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing," (Submitted).
[C.2] S. Grover, A. Jalali, and A. Etemad, "Segment, Shuffle, and Stitch: A Simple Network Layer for Improving Time-Series Representations," In Conference on Neural Information Processing Systems (NeurIPS) (2024) (Top Tier).
[C.3] A. Jalali and M. Lee, "Imbalanced Data Distribution Norm Adjustment Using Attentive Constraints," In Brain and Artificial Intelligence Symposium (2023).
[C.4] A. Jalali and M. Lee, "Deep Convolutional Structure to Identify Cardiac Arrhythmia," In Brain and Artificial Intelligence Symposium (2019).
[C.5] A. Jalali and M. Lee, "DNN Combinations with Adjusted Features Applied in Language Translation," In Neurobiology and Neuroinformatics Conference (2019).
[C.6] A. Jalali, G. Jang, J. Kang, and M. Lee, "Convolutional Neural Networks Considering Robustness Improvement and Its Application to Face Recognition," In International Conference on Neural Information Processing, Proceedings, Part IV 22, pp. 240--245 (2015).
[C.7] A. Jalali and M. Lee, "Night Time Face Recognition Considering Slight Changes of Output Vector in the Cost Function of Deep Structure," In Brain and Artificial Intelligence Symposium (2015).
[C.8] A. Jalali and M. Lee, "Face Recognition Using Robust Convolutional Neural Network," In Korean Institute of Electronics Engineering Summer Conference (2015).
[C.9] A. Jalali, R. Mallipeddi, and M. Lee, "Deformation Invariant and Contactless Palmprint Recognition Using Convolutional Neural Network," In International Conference on Human-Agent Interaction, pp. 209--212 (2015).