| 2025 | Adapting Large Language Models for Parameter-Efficient Log Anomaly Detection. | Ying Fu Lim, Jiawen Zhu, Guansong Pang |
| 2025 | Beyond Uniformity: Robust Backdoor Attacks on Deep Neural Networks with Trigger Selection. | Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yimin Chen |
| 2025 | Foundation Model for Lossy Compression of Spatiotemporal Scientific Data. | Xiao Li, Jaemoon Lee, Anand Rangarajan, Sanjay Ranka |
| 2025 | Session-Based Recommendation with Multi-granularity User Intent and Dual-Channel Sparse Graph Attention Networks. | Pei-Xuan Li, Chia-Lung Lin, Hsun-Ping Hsieh |
| 2025 | Dynamical Label Augmentation and Calibration for Noisy Electronic Health Records. | Yuhao Li, Ling Luo, Uwe Aickelin |
| 2025 | Machine Learning Techniques for Data Reduction of Climate Applications. | Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka |
| 2025 | A Survey on Enhancing Causal Reasoning Ability of Large Language Models. | Xin Li, Zhuo Cai, Shoujin Wang, Kun Yu, Fang Chen |
| 2025 | Single-agent vs. Multi-agent LLM Strategies for Automated Student Reflection Assessment. | Gen Li, Li Chen, Cheng Tang, Valdemar Svbensk, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada |
| 2025 | MLCL: Remote Sensing Change Detection Using Multi-level Contrastive Learning. | Yizhou Liang, Chunshi Wang, Bin Zhao |
| 2025 | PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting. | Yanhong Li, David C. Anastasiu |
| 2025 | SHIP: A Shapelet-Based Approach for Interpretable Patient-Ventilator Asynchrony Detection. | Xuan-May Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran, David Berlowitz, Mark Howard |
| 2025 | Mixture of Conditional Attention for Multimodal Fusion in Sequential Recommendation. | Sewon Lee, Kwangeun Yeo, Eungi Kim, Jinri Kim, Chanwoo Kim, Yujin Jeon, Jooyoung Kim, Joonseok Lee |
| 2025 | Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems. | Nayoung Lee, Gunmin Lee, Donghun Lee |
| 2025 | MDVAD: Multimodal Diffusion for Video Anomaly Detection. | Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park |
| 2025 | VISOR: VIsual Seizure Onset Detection PeRsonalized for Epilepsy Patients. | Uttam Kumar, Ran Yu, Michael Wenzel, Elena Demidova |
| 2025 | VisCon-100K: Leveraging Contextual Web Data for Fine-Tuning Vision Language Models. | Gokul Karthik Kumar, Iheb Chaabane, Kebin Wu |
| 2025 | Beyond Single Parsers: An Empirical Analysis of Dependency Parse Tree Aggregation. | Adithya Kulkarni, Mohna Chakraborty, Oliver Eulenstein, Qi Li |
| 2025 | HuPer: Human Factors Integrated Persuasive Dialogue Models. | Lingzhen Kong, Chuhao Jin, Ruihua Song, Xiting Wang, Yu Chen |
| 2025 | ReducedGCN: Learning to Adapt Graph Convolution for Top-N Recommendation. | Eungi Kim, Chanwoo Kim, Kwangeun Yeo, Jinri Kim, Yujin Jeon, Sewon Lee, Joonseok Lee |
| 2025 | Multi-behavior Recommender Systems: A Survey. | Kyungho Kim, Sunwoo Kim, Geon Lee, Jinhong Jung, Kijung Shin |
| 2025 | A Unified Detector for Both Adversarial Attacks and Out-of-Distribution Samples Based on Kernel Path Distribution. | Seonggyeom Kim, Minju Kim, Dong-Kyu Chae |
| 2025 | Handling Korean Out-of-Vocabulary Words with Phoneme Representation Learning. | Nayeon Kim, Eojin Jeon, Jun-Hyung Park, SangKeun Lee |
| 2025 | AugWard: Augmentation-Aware Representation Learning for Accurate Graph Classification. | Minjun Kim, Jaehyeon Choi, Seungjoo Lee, Jinhong Jung, U Kang |
| 2025 | Fast Approximation Algorithm for Euclidean Minimum Spanning Tree Building in High Dimensions. | Keito Kido, Daichi Amagata, Takahiro Hara |
| 2025 | Informed Augmentation Selection Improves Tabular Contrastive Learning. | Arash Khoeini, Shuman Peng, Martin Ester |