Publications
ICASSP 2026Rethinking Large Language Models For Irregular Time Series Classification In Critical Care, Feixiang Zheng, Yu Wu, Cecilia Mascolo, Ting DangICASSP 2026AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs, Ting Dang, Soumyajit Chatterjee, Hong Jia, Yu Wu, Flora Salim, Fahim KawsarICLR 2026Beyond Hearing: Learning Task-agnostic ExG Representations from Earphones via Physiology-informed Tokenization, Hyungjun Yoon*, Seungjoo Lee*, Yu Yvonne Wu*, Xiaomeng Chen*, Taiting Lu, Freddy Yifei Liu, Taeckyung Lee, Hyeongheon Cha, Haochen Zhao, Gaoteng Zhao, Sung-Ju Lee, Cecilia Mascolo, Dongyao Chen, Lili Qiu (* equal contribution)NeurIPS 2024Towards open respiratory acoustic foundation models: Pretraining and benchmarking, Yuwei Zhang, Tong Xia, Jing Han, Yu Yvonne Wu, Georgios Rizos, Yang Liu, Mohammed Mosuily, Jagmohan Chauhan, Cecilia MascoloCIKM 2024StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast, Yu Wu, Ting Dang, Dimitris Spathis, Hong Jia, Cecilia MascoloBodySys 2024Imchew: Chewing Analysis Using Earphone Inertial Measurement Units, Tamisa Ketmalasiri, Yu Yvonne Wu, Kayla-Jade Butkow, Cecilia Mascolo, Yang LiuMLHC 2023Udama: Unsupervised domain adaptation through multi-discriminator adversarial training with noisy labels improves cardio-fitness prediction, Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I Gonzales, Soren Brage, Nicholas Wareham, Cecilia Mascolonpj Digital MedicineLongitudinal cardio-respiratory fitness prediction through wearables in free-living environments, Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I Gonzales, Yu Wu, Soren Brage, Nicholas Wareham, Cecilia MascoloML4H 2022Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction, Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I Gonzales, Soren Brage, Nicholas Wareham, Cecilia Mascolo