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ORCIDRunze Yan
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2020 – today
- 2026
[j6]Gan Zhang
, Yafei Wang, Runze Yan, Xianping Fu:
MAFM-Gaze: Multi-scale adaptive feature modulation for in-vehicle gaze estimation. Displays 91: 103226 (2026)- [j5]Yafei Wang, Haiheng Nan, Runze Yan, Xueyan Ding, Jianda Wang, Xianping Fu:
PIGaze: Personalized in-vehicle gaze estimation with plug-and-play adaptation. Knowl. Based Syst. 348: 116336 (2026) - [c10]Yafei Wang, Zhen Zhou, Runze Yan, Xianping Fu:
Event-based Gaze Estimation via Spatial-Temporal Interaction. ETRA 2026: 36:1-36:2 - [i17]Anni Zhao, Ayca Ermis, Jeffrey Robert Vitt, Sérgio Brasil, Wellingson S. Paiva, Magdalena Kasprowicz, Malgorzata Burzynska, Robert Hamilton, Runze Yan, Ofer Sadan, J. Claude Hemphill, Lieven Vandenberghe, Xiao Hu:
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach. CoRR abs/2601.20916 (2026) - [i16]Junwei Wu, Runze Yan, Hanqi Luo, Darren Liu, Minxiao Wang, Kimberly L. Townsend, Lydia S. Hartwig, Derek Milketinas, Xiao Hu, Carl Yang:
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines. CoRR abs/2602.18650 (2026) - [i15]Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang:
MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction. CoRR abs/2603.02434 (2026) - [i14]Xiaoda Wang, Minxiao Wang, Kaiqiao Han, Defu Cao, Ching Chang, Yidan Shi, Runze Yan, Xiao Luo, Yang Liu, Xiao Hu, Yizhou Sun, Wei Wang, Carl Yang:
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation. CoRR abs/2605.12541 (2026) - [i13]Runze Yan, Minxiao Wang, Jiaying Lu, Darren Liu, Xiao Hu, Hanqi Luo:
NutriMLLM: Multimodal Large Language Models for Dietary Micronutrient Analysis. CoRR abs/2606.08948 (2026) - [i12]Davood Fattahi, Runze Yan, Saurabh Kataria, Zhaoliang Chen, Xiao Hu:
A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection. CoRR abs/2606.10410 (2026) - 2025
- [j4]Chong Zhao, Maria Ana Cardei, Matthew Clark, Runze Yan, Afsaneh Doryab:
Biobehavioral Rhythms in Everyday Life: Data and Models for Capturing Cyclic Behavior in Naturalistic Settings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(4): 241:1-241:36 (2025) - [j3]Aoshuang Ye, Shilin Zhang, Runze Yan, Jianpeng Ke, Fei Zhu, Benxiao Tang:
CtrlFuzz: A controllable diffusion-based fuzz testing for deep neural networks via coverage-aware manifold guidance. Inf. Softw. Technol. 187: 107856 (2025) - [c9]Shuyue Jiang, Wenjing Ma, Shaojun Yu, Chang Su, Runze Yan, Jiaying Lu:
Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning. BIBM 2025: 1005-1011 - [c8]Yafei Wang, Runze Yan, Yaxiong Lei, Xianping Fu:
PTGaze: Cross-Domain Gaze Estimation via Proxy Tuning. ETRA 2025: 60:1-60:2 - [c7]Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu:
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies. NeurIPS 2025 - [i11]Luwei Zeng, Runze Yan:
Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis. CoRR abs/2501.07034 (2025) - [i10]Zhaoliang Chen, Cheng Ding, Saurabh Kataria, Runze Yan, Minxiao Wang, Randall J. Lee, Xiao Hu:
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals. CoRR abs/2503.08015 (2025) - [i9]Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu:
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies. CoRR abs/2505.16242 (2025) - [i8]Yi Yuan, Joseph Van Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey M. Plis, Xiao Hu, Gloria Hyunjung Kwak, Ran Xiao, Alex Fedorov:
Learning ECG Representations via Poly-Window Contrastive Learning. CoRR abs/2508.15225 (2025) - [i7]Victoria Yan, Honor Chotkowski, Fengran Wang, Xinhui Li, Jessica L. Saurman, Fadi B. Nahab, David Loring, Carl Yang, Jiaying Lu, Runze Yan, Xiao Hu, Alex Fedorov:
Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models. CoRR abs/2508.17675 (2025) - [i6]Minxiao Wang, Runze Yan, Carol Li, Saurabh Kataria, Xiao Hu, Matthew Clark, Timothy Ruchti, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee:
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model - a UNIPHY+ Approach. CoRR abs/2509.16345 (2025) - [i5]Saurabh Kataria, Yi Wu, Zhaoliang Chen, Gloria Hyunjung Kwak, Yuhao Xu, Lovely Yeswanth Panchumarthi, Ran Xiao, Jiaying Lu, Ayca Ermis, Anni Zhao, Runze Yan, Alex Federov, Zewen Liu, Xu Wu, Wei Jin, Carl Yang, Jocelyn Grunwell, Stephanie R. Brown, Amit J. Shah, Craig S. Jabaley, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee, Xiao Hu:
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals. CoRR abs/2510.14254 (2025) - 2024
- [c6]Runze Yan, Cheng Ding, Ran Xiao, Alex Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu:
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CHIL 2024: 105-119 - [c5]Runze Yan, Neal K. Bhatia, Faisal M. Merchant, Alex Fedorov, Ran Xiao, Cheng Ding, Xiao Hu:
Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators. WWW (Companion Volume) 2024: 1138-1141 - [i4]Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu:
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CoRR abs/2404.15353 (2024) - [i3]Songyuan Liu, Ziyang Zhang, Runze Yan, Wei Wu, Carl Yang, Jiaying Lu:
Measuring Spiritual Values and Bias of Large Language Models. CoRR abs/2410.11647 (2024) - 2023
- [c4]Jingyi Gao, Runze Yan, Afsaneh Doryab:
Modeling Regularity and Predictability in Human Behavior from Multidimensional Sensing Signals and Personal Characteristics. ICMLA 2023: 271-278 - 2022
- [j2]Runze Yan, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sangwon Bae, Anind K. Dey, Carissa A. Low, Aidan G. C. Wright, Afsaneh Doryab:
Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior. Future Gener. Comput. Syst. 132: 266-281 (2022) - [j1]Runze Yan, Xinwen Liu, Janine M. Dutcher, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, J. David Creswell, Kasey G. Creswell, Jennifer Mankoff, Anind K. Dey, Afsaneh Doryab:
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams. ACM Trans. Intell. Syst. Technol. 13(3): 47:1-47:27 (2022) - 2021
- [c3]Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab:
Detection of Racial Bias from Physiological Responses. AHFE (17) 2021: 59-66 - [c2]Mingyi Cai, Runze Yan, Afsaneh Doryab:
Daily Trajectory Prediction Using Temporal Frequent Pattern Tree. ICICT (2) 2021: 333-343 - [c1]Runze Yan, Afsaneh Doryab:
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams. IntelliSys (3) 2021: 643-661 - [i2]Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab:
Detection of Racial Bias from Physiological Responses. CoRR abs/2102.01287 (2021) - [i1]Runze Yan, Afsaneh Doryab:
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams. CoRR abs/2109.06177 (2021)
Coauthor Index
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