IJCAI - arXivDaily 期刊&会议

2509.03477 2025-09-26 cs.LG cs.AI cs.CV

Robult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning

Duy A. Nguyen, Abhi Kamboj, Minh N. Do

机构 * Siebel School of Computing and Data Science, UIUC, US（UIUC计算机与数据科学学院）； Department of Electrical and Computer Engineering, UIUC, US（UIUC电气与计算机工程学院）； VinUni-Illinois Smart Health Center, VinUniversity, Vietnam（Vin大学-伊利诺伊智能健康中心）

Comments Accepted and presented at IJCAI 2025 in Montreal, Canada

2410.13253 2025-09-26 cs.LG

Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting

Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（认知智能国家重点实验室，中国科学技术大学）

Journal ref Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence 2025, Main Track

2409.11064 2025-09-26 cs.LG cs.RO

A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension

Mingyue Cheng, Jintao Zhang, Zhiding Liu, Chunli Liu

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（认知智能国家重点实验室，中国科学技术大学）； Intelligent Interconnected Systems Laboratory of Anhui Province, Hefei University of Technology（安徽省智能互联系统实验室，合肥工业大学）

Journal ref Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence 2025, Main Track

2408.11884 2025-09-26 q-bio.NC cs.LG

ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging

Jingying Ma, Qika Lin, Ziyu Jia, Mengling Feng

机构 * Saw Swee Hock School of Public Health, National University of Singapore（新加坡国立大学公共健康学院）； Institute of Data Science, National University of Singapore（新加坡国立大学数据科学研究所）； Beijing Key Laboratory of Brainnetome and Brain-Computer Interface, Institute of Automation, Chinese Academy of Sciences（北京脑网膜与脑机接口重点实验室，中国科学院自动化研究所）； Brainnetome Center, Institute of Automation, Chinese Academy of Sciences（脑网膜中心，中国科学院自动化研究所）

Journal ref IJCAI-25, Main Track, pp. 4182-4190, 2025