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publications
Adaptive uncertainty-weighted ADMM for distributed optimization
Journal of Applied and Numerical Optimization, 2022
An ADMM-based efficient distributed optimization algorithm with guidance from uncertainty quantifications.
Authors: Jianping Ye, Caleb Wan, Samy Wu Fung
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Topology optimization with frictional self-contact
arXiv, 2022
A novel robust algorithm for topology optimization with frictional self-contact.
Authors: Zeshun Zong, Xuan Li, Jianping Ye, Sian Wen, Yin Yang, Danny M Kaufman, Minchen Li, Chenfanfu Jiang
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Contextual Advertising with Theory-Informed Machine Learning
SSRN, 2024
A novel and comprehensive predictive model for contextual advertising.
Authors: Jianping Ye, Michel Wedel, Rik Pieters
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SIGN: A Statistically-Informed Gaze Network for Gaze Time Prediction
Gaze Meets Computer Vision (GMCV) at WACV 2025, 2025
A statistically-informed neural network for eye gaze predictions.
Authors: Jianping Ye, Michel Wedel
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IPGO: Indirect Prompt Gradient Optimization on Text-to-Image Generative Models with High Data Efficiency
arXiv, 2025
A statistically-informed neural network for eye gaze predictions.
Authors: Jianping Ye, Michel Wedel, Kunpeng Zhang
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Multivariable Calculus
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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