| 2025 | GLFMamba-U: Global-Local Fused Mamba-Unet. | Ziniu Liu, Fengxia Han, Xi Zhang, Chuan Liu, Daqiang Zhang, Mingqing Liu, Hao Deng, Shengjie Zhao |
| 2025 | Problem-Driven and Shape-Guided: Multi-scale Deform KAN for X-Shaped Anterior Visual Pathway Segmentation. | Jinhui Liu, Yongliang Han, Wenlong Lin, Yongmei Li, Fanghong Zhang, Binbin Sang, Tiansong Li, Wenfeng Zhang, Shaoguo Cui |
| 2025 | A Classification Algorithm for Bronchiolitis Obliterans in Pediatric CT Images with Extreme Class Imbalance. | Lu Liu, Xibin Feng, Ye Yuan, Wei Xu, Wenjun Tan |
| 2025 | HARNet: Human Activity Recognition with Spatial-Temporal Features. | Jiguang Li, Meryem Sena Siltu, Meng Xu, Jiawei Li, Zhao Huang, Minglei Guan |
| 2025 | Parallelizing Sharpness-Aware Minimization: A Semi-asynchronous, Small-Batch Approach. | Weimin Li, Yuzhong Sun |
| 2025 | CLIP-Guided Frequency-Aware Representation Learning for Generalizable Remote-Sensing Image Tampering Detection. | Hong Lin, Hongyang Zhang, Qingyao Wu, Haitao Zhang, Xinghao Ding, Yue Huang, Xiaotong Tu |
| 2025 | Multi-representation Adapter with Neural Architecture Search for Efficient Range-Doppler Radar Object Detection. | Zhiwei Lin, Weicheng Zheng, Yongtao Wang |
| 2025 | CM-MNet: A Coordinate Space-Aware Mamba-Based Multi-task Model for 3D Fine Lesions in Elongated Structures Segmentation and Diagnosis in MS and NMOSD. | Wenlong Lin, Yongliang Han, Jinhui Liu, Junshan Chen, Yongmei Li, Shaoguo Cui |
| 2025 | Hyperparameter-Free Bi-level Knowledge Graph Optimization for Link Prediction. | Hao Li, Tong Mei, Jiaxin Fang |
| 2025 | Semantic Enhanced Interaction for Unsupervised Cross-Modal Hashing Retrieval. | Xin Li, Mingyong Li |
| 2025 | Accurate SDF Reconstruction with Geometric-Differential Regularization and Categorized Sampling Strategy. | Kaiheng Li, Jiahui Chen, Chuanfeng Yang, Ziheng Zhang, Xuan Wei, Mingyu Shao, Qingqi Hong |
| 2025 | ACGCN: A Sequence-Attention-Based Graph Convolutional Model for Enhanced Recommendation Systems. | Mingke Liao, Feng Yao, Yang Yang |
| 2025 | TimeFlowDiffuser: A Hierarchical Diffusion Framework with Adaptive Context Sampling for Multi-horizon Time Series Forecasting. | Wei Li |
| 2025 | SWIFT: State-Space Wavelet Integrated Forecasting Technology for Enhanced Time Series Prediction. | Wei Li |
| 2025 | Continuous Fair SMOTE - Fairness-Aware Stream Learning from Imbalanced Data. | Kathrin Lammers, Valerie Vaquet, Barbara Hammer |
| 2025 | A Hybrid Learning Approach for Continual Knowledge Graph Embedding: Contrastive Masking and Joint Anti-Forgetting. | Nanhui Lai, Ke Jin, Yingchao Long, Weihao Yu, Jin Huang |
| 2025 | Benchmarking Nonlinear Readouts in Linear Reservoir Networks. | Giacomo Lagomarsini, Andrea Ceni, Claudio Gallicchio |
| 2025 | Identification and Realization of a Class of Discrete Event Systems by Neural Networks-Timed Petri Nets. | Yasuaki Kuroe |
| 2025 | Classification of Large Data Sets by Neural Networks: A Probabilistic Viewpoint. | Vera Kurkov, Marcello Sanguineti |
| 2025 | Merging Versus Separating Replay Samples in Continual Learning. | Andrii Krutsylo |
| 2025 | MolEncoder: Improved Masked Language Modeling for Molecules. | Fabian Krger, Nicklas sterbacka, Mikhail Kabeshov, Ola Engkvist, Igor V. Tetko |
| 2025 | Efficient Learning in Spiking Neural Networks - Introducing Feedback Alignment to the Reinforced Liquid State Machine. | Dominik Krenzer, Martin Bogdan |
| 2025 | Early-Stage Discovery in the Era of Hard-To-Drug Targets and Giga-Scale Chemical Spaces. | Dmitri Kireev |
| 2025 | Learning a Kernel-Based Beran Estimator Using Nearest-Neighbours and Its Application to Reliability Analysis. | Danilo Samuel Jodas, Christian Laurence Almeida Barry, Guilherme Brando Martins, Marcos Cleison S. Santana, Andre Luis Severino Abrego, Danilo Colombo, Joo Paulo Papa |
| 2025 | CIBR: Cross-Modal Information Bottleneck Regularization for Robust CLIP Generalization. | Yingrui Ji, Xi Xiao, Gaofei Chen, Hao Xu, Chenrui Ma, Lijing Zhu, Aokun Liang, Jiansheng Chen |