YY
Yuzhe Yang
cs.LGcs.AIcs.CVstat.MLcs.CLcs.HCChest X-rayArtificial Intelligencecs.CYcs.MA
On Valency
published · living versionsW_asfp4xmv·v1 · currentpublished
ReSight: Task-Driven Self-Improving Memory for Embodied Agents
with Lirong Che, Yang Chen, Yimeng Su, Daqi Liu +6
1 version
Preprints & journals
56 papers in the corpus · 2017–2026The anatomy of a personal health agent.42907512 · Heydari, A Ali, Gu, Ken, Srinivas, Vidya et al.2026 · 7 citationsNature. 2026
Sensor-Language-Action Models2610.08244v1 · Yuekai Xu, Zitao Shuai, Yuzhe Yang2026 · 0 citationsarXiv
TimeNet: An Extensible Unified Data Infrastructure for Next-Generation Temporal Foundation Models2610.04407v1 · Martin Maritsch, Timo Stoffregen, Thomas Kaar et al.2026 · 0 citationsarXiv
PPG-LM: A Photoplethysmography-Language Model with Multi-Level Clinical Alignment2609.33516v1 · Xiaoda Wang, Minxiao Wang, Maxwell A Xu et al.2026 · 0 citationsarXiv
Locating Hidden Failures Makes Long-Horizon Agents More Reliable2609.17930v1 · Salman Rahman, Yubin Kim, Mihir Parmar et al.2026 · 0 citationsarXiv
MonteRET: AI Agent Enhancing Multimodal LLMs with Multi-granularity Knowledge Retrieval for Chest CT Report Generation2607.14264v1 · Yi Lin, Yihao Ding, Elana Benishay et al.2026 · 0 citationsarXiv
Inertia-1: An Open Exploration of Wearable Motion Foundation Models2607.06617v1 · Zongzhe Xu, Aakarsh Anand, Sarah Jiang et al.2026 · 0 citationsarXiv
Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series2607.04245v1 · Zitao Shuai, Zongzhe Xu, Yuntian Wu et al.2026 · 0 citationsarXiv
Shortcut to Nowhere: Demystifying Deep Spurious Regression2606.01723v1 · Guanrong Xu, Jessica Li, Hao Wang et al.2026 · 0 citationsarXiv
Passive heart-rate monitoring during smartphone use in everyday life.42225933 · Liao, Shun, Di Achille, Paolo, Wu, Jiang et al.2026 · 2 citationsNature. 2026;655(8123):728-736
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring2605.30865v2 · Zechen Li, Keerthana Natarajan, Weizhi Zhang et al.2026 · 0 citationsarXiv
Towards a General Intelligence and Interface for Wearable Health Data2605.22759v3 · Girish Narayanswamy, Maxwell A. Xu, A. Ali Heydari et al.2026 · 0 citationsarXiv
TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health2605.21295v1 · Yuang Fan, Lilin Xu, Millie Wu et al.2026 · 0 citationsarXiv
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation2604.18005v2 · Nuo Chen, Yicheng Tong, Yuzhe Yang et al.2026 · 0 citationsarXiv
An AI Co-Data-Scientist for Prioritizing Candidate Biomarkers from Wearable Sensor Data2604.14615v2 · Yubin Kim, Salman Rahman, Samuel Schmidgall et al.2026 · 2 citationsarXiv
CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification.42389249 · Dong, Hexin, Lin, Yi, Zhou, Pengyu et al.2026 · 0 citationsArXiv. 2026
Rethinking radiology AI benchmarks.42131312 · Lin, Yi, Yang, Yuzhe, Shih, George et al.2026 · 0 citationsRadiology advances. 2026;3(3):umag022
OVERVIEW OF THE CXR-LT 2026 CHALLENGE: MULTI-CENTER LONG-TAILED AND ZERO SHOT CHEST X-RAY CLASSIFICATION.42222662 · Dong, Hexin, Lin, Yi, Zhou, Pengyu et al.2026 · 2 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2026;2026
Insulin resistance prediction from wearables and routine blood biomarkers.41840032 · Metwally, Ahmed A, Heydari, A Ali, McDuff, Daniel et al.2026 · 10 citationsNature. 2026;652(8109):451-461
SleepLM: Natural-Language Intelligence for Human Sleep2602.23605v2 · Zongzhe Xu, Zitao Shuai, Eideen Mozaffari et al.2026 · 0 citationsProceedings of the 43st International Conference on Machine Learning (ICML 2026)
OSF: On Pre-training and Scaling of Sleep Foundation Models2603.00190v2 · Zitao Shuai, Zongzhe Xu, David Yang et al.2026 · 0 citationsarXiv
HEARTS: Benchmarking LLM Reasoning on Health Time Series2603.06638v3 · Sirui Li, Shuhan Xiao, Mihir Joshi et al.2026 · 0 citationsarXiv
ELF: A Family of Encoder-Free ECG-Language Models2601.18798v3 · William Han, Tony Chen, Chaojing Duan et al.2026 · 0 citationsarXiv
Towards a Science of Scaling Agent Systems2512.08296v3 · Yubin Kim, Ken Gu, Chanwoo Park et al.2025 · 1 citationarXiv
Optimizing Long-context LLM Serving via Fine-grained Sequence Parallelism2511.06247v2 · Cong Li, Yuzhe Yang, Xuegui Zheng et al.2025 · 0 citationsarXiv
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models.41684746 · An, Ulzee, Jeong, Moonseong, Lee, Simon A et al.2026 · 0 citationsProceedings of machine learning research. 2025;267:1462-1482
SensorLM: Learning the Language of Wearable Sensors2506.09108v1 · Yuwei Zhang, Kumar Ayush, Siyuan Qiao et al.2025 · 7 citationsarXiv
RADAR: Benchmarking Language Models on Imperfect Tabular Data2506.08249v2 · Ken Gu, Zhihan Zhang, Kate Lin et al.2025 · 0 citationsarXiv
LSM-2: Learning from Incomplete Wearable Sensor Data2506.05321v1 · Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush et al.2025 · 1 citationarXiv
Demographic bias of expert-level vision-language foundation models in medical imaging.40138420 · Yang, Yuzhe, Liu, Yujia, Liu, Xin et al.2025 · 57 citationsScience advances. 2025;11(13):eadq0305
Scaling Wearable Foundation Models2410.13638v1 · Girish Narayanswamy, Xin Liu, Kumar Ayush et al.2024 · 6 citationsarXiv
The limits of fair medical imaging AI in real-world generalization.38942996 · Yang, Yuzhe, Zhang, Haoran, Gichoya, Judy W et al.2024 · 279 citationsNature medicine. 2024;30(10):2838-2848
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.37986726 · Holste, Gregory, Zhou, Yiliang, Wang, Song et al.2024 · 54 citationsArXiv. 2024
Demographic bias in misdiagnosis by computational pathology models.38641744 · Vaidya, Anurag, Chen, Richard J, Williamson, Drew F K et al.2024 · 124 citationsNature medicine. 2024;30(4):1174-1190
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium2403.01628v2 · Hyewon Jeong, Sarah Jabbour, Yuzhe Yang et al.2024 · 0 citationsarXiv
The Limits of Fair Medical Imaging AI In The Wild2312.10083v1 · Yuzhe Yang, Haoran Zhang, Judy W Gichoya et al.2023 · 1 citationarXiv
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data2311.05371v2 · Yuxuan Ou, Yuzhe Zhang, Yuntang Wang et al.2023 · 0 citationsarXiv
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements2303.11573v2 · Girish Narayanswamy, Yujia Liu, Yuzhe Yang et al.2023 · 35 citationsarXiv
Change is Hard: A Closer Look at Subpopulation Shift2302.12254v3 · Yuzhe Yang, Haoran Zhang, Dina Katabi et al.2023 · 22 citationsarXiv
SimPer: Simple Self-Supervised Learning of Periodic Targets2210.03115v2 · Yuzhe Yang, Xin Liu, Jiang Wu et al.2022 · 29 citationsarXiv
Rank-N-Contrast: Learning Continuous Representations for Regression2210.01189v2 · Kaiwen Zha, Peng Cao, Jeany Son et al.2022 · 34 citationsarXiv
Monitoring gait at home with radio waves in Parkinson's disease: A marker of severity, progression, and medication response.36130014 · Liu, Yingcheng, Zhang, Guo, Tarolli, Christopher G et al.2022 · 116 citationsScience translational medicine. 2022;14(663):eadc9669
Artificial intelligence-enabled detection and assessment of Parkinson's disease using nocturnal breathing signals.35995955 · Yang, Yuzhe, Yuan, Yuan, Zhang, Guo et al.2022 · 295 citationsNature medicine. 2022;28(10):2207-2215
On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond2203.09513v3 · Yuzhe Yang, Hao Wang, Dina Katabi2022 · 54 citationsarXiv
Domain Adaptation with Factorizable Joint Shift2203.02902v1 · Hao He, Yuzhe Yang, Hao Wang2022 · 2 citationsarXiv
Targeted Supervised Contrastive Learning for Long-Tailed Recognition2111.13998v2 · Tianhong Li, Peng Cao, Yuan Yuan et al.2021 · 229 citationsarXiv
Contactless In-Home Monitoring of the Long-Term Respiratory and Behavioral Phenotypes in Older Adults With COVID-19: A Case Series.34777058 · Zhang, Guo, Vahia, Ipsit V, Liu, Yingcheng et al.2024 · 21 citationsFrontiers in psychiatry. 2021;12:754169
Delving into Deep Imbalanced Regression2102.09554v2 · Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen et al.2021 · 229 citationsarXiv
Rethinking the Value of Labels for Improving Class-Imbalanced Learning2006.07529v2 · Yuzhe Yang, Zhi Xu2020 · 302 citationsarXiv
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation2006.06135v1 · Devavrat Shah, Dogyoon Song, Zhi Xu et al.2020 · 15 citationsarXiv
Career total: 69 works. 56 are in this corpus.Showing the 50 most recent.
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