| 2025 | Dynamic Ensemble Member Selection for Data Stream Classification. | Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet |
| 2025 | MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever. | Yijia Sun, Shanshan Huang, Linxiao Che, Haitao Lu, Qiang Luo, Kun Gai, Guorui Zhou |
| 2025 | A Demonstration of PKGem: Secure Enrichment of Personal Knowledge Graphs. | Junzhou Su, Sriram Nutulapati, Chang Ge |
| 2025 | Extracting Global Temporal Patterns Within Short Look-Back Windows for Traffic Forecasting. | Bo Sun, Zhe Wu, Zhiyuan Deng, Li Su, Qingfang Zheng |
| 2025 | DiRW: Path-Aware Digraph Learning for Heterophily. | Daohan Su, Xunkai Li, Zhenjun Li, Yinping Liao, Rong-Hua Li, Guoren Wang |
| 2025 | Towards Explainable Transaction Risk Analysis With Dual Graph Retrieval Augmented Generation. | Liang Su, Mingyang Zhang, Kangxiang Jia, Tengfei Liu, Weiqiang Wang, Yun Xiong, Xixi Wu, Xinyu Gao, Yongrui Fu, Jiawei Zhang |
| 2025 | Compare: A Framework for Scientific Comparisons. | Moritz Staudinger, Wojciech Kusa, Matteo Cancellieri, David Pride, Petr Knoth, Allan Hanbury |
| 2025 | The Temporal Game: A New Perspective on Temporal Relation Extraction. | Hugo O. Sousa, Ricardo Campos, Alpio Jorge |
| 2025 | When Facts Expire: Benchmarking Temporal Validity in Knowledge Graphs. | Thibaut Soulard, Fatiha Sas, Joe Raad |
| 2025 | Parse-LLM: A Prior-Free LLM Parser for Unknown System Logs. | Chengyu Song, Lin Yang, Jianming Zheng, Jinzhi Liao, Feng Yang, Linru Ma, Fei Cai |
| 2025 | Quantized Factor Identifiable Causal Effect Variational Autoencoder. | Sujeong Song, Junghyo Sohn, Eunsong Kang, Heung-Il Suk |
| 2025 | PRECISE: Pre-training and Fine-tuning Sequential Recommenders with Collaborative and Semantic Information. | Chonggang Song, Chunxu Shen, Hao Gu, Yaoming Wu, Lingling Yi, Jie Wen, Chuan Chen |
| 2025 | Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval. | Jonghyun Song, Youngjune Lee, Gyu-Hwung Cho, Ilhyeon Song, Saehun Kim, Yohan Jo |
| 2025 | ProxySampler: Proxy Informativeness Estimation for Efficient Data Selection in Active Learning. | Miao-Hui Song, Lan Zhang, Mu Yuan, Yijun Liu |
| 2025 | Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration. | Tengwei Song, Min Wu, Yuan Fang |
| 2025 | Filtered One-Shot Training for Quantum Architecture Search. | Seok Bin Son, Samuel Yen-Chi Chen, Joongheon Kim, Soohyun Park |
| 2025 | Caption, Create, Continue: Continual Learning with Pre-trained Generative Vision-Language Models. | Indu Solomon, Aye Phyu Phyu Aung, Uttam Kumar, Senthilnath Jayavelu |
| 2025 | AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning. | Ahmed Soliman, Radwa El Shawi |
| 2025 | SeLeRoSa: Sentence-Level Romanian Satire Detection Dataset. | Razvan-Alexandru Smadu, Andreea Iuga, Dumitru-Clementin Cercel, Florin Pop |
| 2025 | L3X: Long Object List Extraction from Long Documents. | Sneha Singhania, Simon Razniewski, Gerhard Weikum |
| 2025 | InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing. | Bonggeun Sim, Yushin Kim, Minseo Kim, Yeonhong Park, Jae W. Lee |
| 2025 | Docking-Aware Attention: Dynamic Protein Representations through Molecular Context Integration. | Amitay Sicherman, Kira Radinsky |
| 2025 | LinkML for Collaborative Petrochemical Knowledge Graph Development. | Annie Shoup, Adam Russell, Gavin Nicol |
| 2025 | Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2. | Mohammad Javad Shokri, Yuchong Yao, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami |
| 2025 | MSOFormer: Multi-scale Transformer with Orthogonal Embedding and Frequency Modeling for Multivariate Time Series Forecasting. | Qin Shi, Chu Xu, Zongtang Hu, Dong Shen, Dapeng Sun, Lijun Quan |