Guang Lin

Physics and Astronomy · Physical Sciences

7h-index174citations87works1.82yr avg
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Research Topics

Model Reduction and Neural Networks(9), Machine Learning in Materials Science(9), Computational Drug Discovery Methods(7), Stochastic Gradient Optimization Techniques(7), Gaussian Processes and Bayesian Inference(6)

Publications87 total

Task-tailored Pre-processing: Fair Downstream Supervised Learning
arXiv (Cornell University)·2026Open Access
Task-tailored Pre-processing: Fair Downstream Supervised Learning
ArXiv.org·2026Open Access
Active operator learning with predictive uncertainty quantification for partial differential equations
arXiv (Cornell University)·2025Open Access
Research on dynamic characteristics simulation technology of Inter-Satellite link signal transmission
Journal of Physics Conference Series·2025Open Access
Active Operator Learning with Predictive Uncertainty Quantification for Partial Differential Equations
SSRN Electronic Journal·2025· 3 citedOpen Access
Adversarial Autoencoders in Operator Learning
arXiv (Cornell University)·2024Open Access
Some Best Practices in Operator Learning
arXiv (Cornell University)·2024Open Access
Loss Terms and Operator Forms of Koopman Autoencoders
arXiv (Cornell University)·2024Open Access
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory
Journal of Computational and Graphical Statistics·2024· 2 cited
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory
arXiv (Cornell University)·2024· 1 citedOpen Access
A narrative review: research progress of adjuvant intensive endocrine therapy for early breast cancer
Translational Breast Cancer Research·2024· 2 citedOpen Access
Research on Radiation Damage and Reinforcement of Control and Sensing Systems in Nuclear Robots
Electronics·2024· 4 citedOpen Access
Federated X-armed Bandit
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
In Orbit Testing Accuracy Analysis of Communication Satellite Transponders
2024
Management and Mechanisms of Diarrhea Induced by Tyrosine Kinase Inhibitors in Human Epidermal Growth Factor Receptor-2-Positive Breast Cancer
Cancer Control·2024· 7 citedOpen Access
A Multiscale Information Fusion Network Based on PixelShuffle Integrated With YOLO for Aerial Remote Sensing Object Detection
IEEE Geoscience and Remote Sensing Letters·2024· 8 cited
Unbiasing Enhanced Sampling on a High-dimensional Free Energy Surface with Deep Generative Model
arXiv (Cornell University)·2023Open Access
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes
arXiv (Cornell University)·2023Open Access
An Element-wise RSAV Algorithm for Unconstrained Optimization Problems
arXiv (Cornell University)·2023Open Access
Non-reversible Parallel Tempering for Deep Posterior Approximation
Proceedings of the AAAI Conference on Artificial Intelligence·2023Open Access
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Frequent Co-authors

Yan Xiang(5), Yuhang Tang(5), Huai Sun(5), Wei Deng(4), Christian Moya(3), Yue Meng(3), Qifan Song(3), David T. Newton(2), Hunan Ye(2), Yixuan Sun(2), Jiahao Zhang(2), Faming Liang(2), Nick Winovich(2), Mitchell Daneker(2), Lu Lu(2), Carson Hu(2), Meng Yue(2), Jack Xin(2), Jiajun Liang(2), Qian Zhang(2)