2 citations · 3 across the 4 of their papers we have counts for
4 papers
PyroAdapt: Adapting Wildfire Prediction under Spatial Heterogeneity and Temporal Shift
Enyi Jiang, Wu Sun
Prediction of wildfire occurrence is a rare-event problem compounded by spatial heterogeneity and temporal distribution shift, as fire occurrences are vastly outnumbered by non-occ…
Latent Adversarial Regularization for Offline Preference Optimization
Enyi Jiang, Yibo Jacky Zhang, Yinglun Xu +3
Learning from human feedback typically relies on preference optimization that constrains policy updates through token-level regularization. However, preference optimization for lan…
Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting
Enyi Jiang, Yibo Jacky Zhang, Sanmi Koyejo
Federated Domain Adaptation (FDA) describes the federated learning (FL) setting where source clients and a server work collaboratively to improve the performance of a target client…
Review and Examination of Input Feature Preparation Methods and Machine Learning Models for Turbulence Modeling
Shirui Luo, Jiahuan Cui, Madhu Vellakal +4
Model extrapolation to unseen flow is one of the biggest challenges facing data-driven turbulence modeling, especially for models with high dimensional inputs that involve many flo…