| 2024 | Wave-RVFL: A Randomized Neural Network Based on Wave Loss Function. | M. Sajid, Abdul Quadir, Muhammad Tanveer |
| 2024 | Spatio-Temporal Graph Neural Networks for Infant Language Acquisition Prediction. | Andrew Roxburgh, Floriana Grasso, Terry R. Payne |
| 2024 | Importance Resides in Activations: Fast Input-Based Nonlinearity Pruning. | Baptiste Rossigneux, Vincent Lorrain, Inna Kucher, Emmanuel Casseau |
| 2024 | SegDaemon: Actively Protecting Semantic Segmentation Models Against Intellectual Property Infringement. | Ge Ren, Gaolei Li, Bo Zhang, Xiaoyang Jiang, Shiyong Qiu, Liangjie Liu, Wei Du, Shuilin Li, Hao Peng, Shenghong Li |
| 2024 | TaW-PeRCNN:Time-Adaptive Weights Physics-Encoded Recurrent Convolutional Neural Network for Solving Partial Differential Equations. | Ruixuan Ren, Tiejun Li, Xinru Wang, Hanqing Li, Yuhan Tang, Yi Xie, Jianmin Zhang |
| 2024 | Enhancing Convnets with Pruning and Symmetry-Based Filter Augmentation. | Igor Ratajczyk, Adrian Horzyk |
| 2024 | CSTFormer: Cross Spatial-Temporal Learning Transformer with Fourier Filtering Operators for Multivariate Time Series Classification. | Feiyue Qiu, Wei Wu, Liping Wang |
| 2024 | NCSV: A Multimodal Benchmark for Negative Chinese Short Video Detection with Social Context. | Yuhang Qin, Guiping Xu |
| 2024 | Cross-Modal Memory Attention Network with Multi-view for Multimodal Rumor Detection. | Ning Qin, Hongyan Mao, Kai Chen |
| 2024 | GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention. | Jiahao Qin, Feng Liu |
| 2024 | Driver Cognitive Distraction Detection Based on Eye Movement Behavior and Spatio-Temporal Information Fusion. | Yu Qiao, Xiaohui Yang, Jing Wang, Tongzhen Si, Qingbei Guo |
| 2024 | Temporal Semantic Scoring Path Aware Multi-embedding Sequential Recommendation. | Yongwei Qiao, Ranhao Guo, Chunjing Xiao, Honghai Zhang, Xuecheng Wu |
| 2024 | MT-EPTNet: Multi-task Acoustic Scene Classification with Efficient Parameter Tuning. | Qing Qian, Yi Yue, Yilin Kuang, Huan Wang, Yunhe Cui, Bingxiang Wu, Longwen Ran, Hong Wang |
| 2024 | Identifying Misaligned Features for Cross-Domain Cold-Start Recommendation. | Mingda Qian, Feifei Dai, Xiaoyan Gu, Haihui Fan, Dong Liu, Feng Tian, Bo Li |
| 2024 | Highlight Detection in Podcasts: A Multimodal Deep Learning Approach. | Wongsapat Phuengpanyaloet, Nonpipat Boonruengkhao, Viktor Anchutin, Kitsuchart Pasupa, Chu Kiong Loo |
| 2024 | Enhancing Industrial Energy Efficiency with Predictive Analytics and Fuzzy Logic: A Case Study of Renewable Energy Management in the Meat Processing Industry. | Mostafa Pasandideh, Jason Kurz, Martin Atkins, Mark D. Apperley |
| 2024 | Seizure Prediction Based on Multi-scale Fusion-Attention Transformer. | Ding Pan, Guibo Luo, Yuesheng Zhu |
| 2024 | MambaFuse: Fusing Multi-scale Mamba and CNN Features for Seizure Prediction. | Ding Pan, Guibo Luo, Yuesheng Zhu |
| 2024 | Tackling Periodic Distribution Shifts in Federated Learning with Half-Cycle Knowledge Distillation. | Xiangyu Pang, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye |
| 2024 | MetaFix: Semi-supervised Model Agnostic Meta-learning Using Consistency Regularization. | Solarica Palit, C. Chandra Sekhar |
| 2024 | A Semantic Segmentation Method for Skin Lesion Images Based on ViT. | Zhaofeng Niu, Lihua Wang, Zhouqiang Jiang, Bowen Wang, Guangshun Li, Liangzhi Li |
| 2024 | Dual-Level Contrastive Learning Framework. | Bingyan Nie, Wulin Xie, Jiang Long, Xiaohuan Lu |
| 2024 | bfOneWORD: Adversarial Text Detection and Prediction Restoration Using One-Word Perturbation. | Hoang-Quoc Nguyen-Son, Seira Hidano, Kazuhide Fukushima, Shinsaku Kiyomoto, Isao Echizen |
| 2024 | Generalized Knowledge-Enhanced Framework for Biomedical Entity and Relation Extraction. | Minh Nguyen, Phuong Le |
| 2024 | STMGFN: Spatio-Temporal Multi-graph Fusion Network for Traffic Flow Prediction. | Xiangfu Meng, Weipeng Xie, Jiangyan Cui |