Runze Yan

27 papers B 1C 1Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MAFM-Gaze: Multi-scale adaptive feature modulation for in-vehicle gaze estimation.
Displays
Gan Zhang, Yafei Wang, Runze Yan, Xianping Fu
2026 J jnl
MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction.
CoRR
Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang
2026 J jnl
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach.
CoRR
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
2026 J jnl
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines.
CoRR
Junwei Wu, Runze Yan, Hanqi Luo, Darren Liu, Minxiao Wang, Kimberly L. Townsend, Lydia S. Hartwig, Derek Milketinas, Xiao Hu, Carl Yang
2025 J jnl
Biobehavioral Rhythms in Everyday Life: Data and Models for Capturing Cyclic Behavior in Naturalistic Settings.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Chong Zhao, Maria Ana Cardei, Matthew Clark, Runze Yan, Afsaneh Doryab
2025 J jnl
CtrlFuzz: A controllable diffusion-based fuzz testing for deep neural networks via coverage-aware manifold guidance.
Inf. Softw. Technol.
Aoshuang Ye, Shilin Zhang, Runze Yan, Jianpeng Ke, Fei Zhu, Benxiao Tang
2025 J jnl
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model - a UNIPHY+ Approach.
CoRR
Minxiao Wang, Runze Yan, Carol Li, Saurabh Kataria, Xiao Hu, Matthew Clark, Timothy Ruchti, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee
2025 J jnl
Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis.
CoRR
Luwei Zeng, Runze Yan
2025 J jnl
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals.
CoRR
Zhaoliang Chen, Cheng Ding, Saurabh Kataria, Runze Yan, Minxiao Wang, Randall J. Lee, Xiao Hu
2025 J jnl
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals.
CoRR
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
2025 — conf
Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning.
BIBM
Shuyue Jiang, Wenjing Ma, Shaojun Yu, Chang Su, Runze Yan, Jiaying Lu
2025 J jnl
Learning ECG Representations via Poly-Window Contrastive Learning.
CoRR
Yi Yuan, Joseph Van Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey M. Plis, Xiao Hu, Gloria Hyunjung Kwak, Ran Xiao, Alex Fedorov
2025 J jnl
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies.
CoRR
Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu
2025 B conf
PTGaze: Cross-Domain Gaze Estimation via Proxy Tuning.
ETRA
Yafei Wang, Runze Yan, Yaxiong Lei, Xianping Fu
2025 J jnl
Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models.
CoRR
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
2024 — conf
Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators.
WWW (Companion Volume)
Runze Yan, Neal K. Bhatia, Faisal M. Merchant, Alex Fedorov, Ran Xiao, Cheng Ding, Xiao Hu
2024 J jnl
Measuring Spiritual Values and Bias of Large Language Models.
CoRR
Songyuan Liu, Ziyang Zhang, Runze Yan, Wei Wu, Carl Yang, Jiaying Lu
2024 — conf
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals.
CHIL
Runze Yan, Cheng Ding, Ran Xiao, Alex Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
2024 J jnl
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals.
CoRR
Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
2023 C conf
Modeling Regularity and Predictability in Human Behavior from Multidimensional Sensing Signals and Personal Characteristics.
ICMLA
Jingyi Gao, Runze Yan, Afsaneh Doryab
2022 J jnl
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams.
ACM Trans. Intell. Syst. Technol.
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
2022 J jnl
Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior.
Future Gener. Comput. Syst.
Runze Yan, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sangwon Bae, Anind K. Dey, Carissa A. Low, Aidan G. C. Wright, Afsaneh Doryab
2021 — conf
Daily Trajectory Prediction Using Temporal Frequent Pattern Tree.
ICICT (2)
Mingyi Cai, Runze Yan, Afsaneh Doryab
2021 — conf
Detection of Racial Bias from Physiological Responses.
AHFE (17)
Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab
2021 J jnl
Detection of Racial Bias from Physiological Responses.
CoRR
Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab
2021 — conf
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams.
IntelliSys (3)
Runze Yan, Afsaneh Doryab
2021 J jnl
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams.
CoRR
Runze Yan, Afsaneh Doryab