Feng, Mengling

7 publications

NeurIPS 2025 GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images Xiang Lan, Feng Wu, Kai He, Qinghao Zhao, Shenda Hong, Mengling Feng

IJCAI 2025 ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging Jingying Ma, Qika Lin, Ziyu Jia, Mengling Feng

ICCV 2025 Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior Young Seok Jeon, Hongfei Yang, Huazhu Fu, Mengling Feng

ECCV 2024 Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning Jihai Zhang, Xiang Lan, Xiaoye Qu, Yu Cheng, Mengling Feng, Bryan Hooi

ICLR 2024 Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach Xiang Lan, Hanshu Yan, Shenda Hong, Mengling Feng

AAAI 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng

AAAI 2015 A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng