We stand with Ukraine

We stand with Ukraine

Guang Lin

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026

DiLO: Decoupling Generative Priors and Neural Operators via Diffusion Latent Optimization for Inverse Problems.

[DOI]

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CoRR, April, 2026

AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems.

[DOI]

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CoRR, April, 2026

LegONet: Plug-and-Play Structure-Preserving Neural Operator Blocks for Compositional PDE Learning.

[DOI]

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CoRR, March, 2026

Muon with Spectral Guidance: Efficient Optimization for Scientific Machine Learning.

[DOI]

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CoRR, February, 2026

ATLAS : Adaptive Self-Evolutionary Research Agent with Task-Distributed Multi-LLM Supporters.

[DOI]

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Madison Ann Sullivan

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Caleb Eunho Lee

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CoRR, February, 2026

A POD-DeepONet Framework for Forward and Inverse Design of 2D Photonic Crystals.

[DOI]

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CoRR, January, 2026

2025

Reduced-Basis Deep Operator Learning for Parametric PDEs with Independently Varying Boundary and Source Data.

[DOI]

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CoRR, November, 2025

Data-driven Feynman-Kac Discovery with Applications to Prediction and Data Generation.

[DOI]

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Denny Serdarevic

CoRR, November, 2025

PO-CKAN:Physics Informed Deep Operator Kolmogorov Arnold Networks with Chunk Rational Structure.

[DOI]

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CoRR, October, 2025

Low-Rank Adaptation of Evolutionary Deep Neural Networks for Efficient Learning of Time-Dependent PDEs.

[DOI]

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CoRR, September, 2025

Physics Informed Constrained Learning of Dynamics from Static Data.

[DOI]

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CoRR, April, 2025

A Novel Enhanced Data-Driven Model-Free Adaptive Control Scheme for Path Tracking of Autonomous Vehicles.

[DOI]

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IEEE Trans. Intell. Transp. Syst., January, 2025

2024

LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning.

[DOI]

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CoRR, 2024

Triplet-branch network with contrastive prior-knowledge embedding for disease grading.

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Artif. Intell. Medicine, 2024

Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes.

[DOI]

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Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Federated High-Dimensional Online Decision Making.

[DOI]

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Trans. Mach. Learn. Res., 2023

2022

Deformation Robust Roto-Scale-Translation Equivariant CNNs.

[DOI]

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Trans. Mach. Learn. Res., 2022

2021

Robust data-driven discovery of partial differential equations with time-dependent coefficients.

[DOI]

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CoRR, 2021

Triplet-Branch Network with Prior-Knowledge Embedding for Fatigue Fracture Grading.

[DOI]

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Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Spatial Damage Characterization in Self-Sensing Materials via Neural Network-Aided Electrical Impedance Tomography: A Computational Study.

[DOI]

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CoRR, 2020

MFPC-Net: Multi-fidelity Physics-Constrained Neural Process.

[DOI]

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CoRR, 2020

Multifidelity Data Fusion via Gradient-Enhanced Gaussian Process Regression.

[DOI]

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CoRR, 2020

Peri-Net-Pro: The neural processes with quantified uncertainty for crack patterns.

[DOI]

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CoRR, 2020

Multi-Fidelity Gaussian Process based Empirical Potential Development for Si: H Nanowires.

[DOI]

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CoRR, 2020

RotEqNet: Rotation-Equivariant Network for Fluid Systems with Symmetric High-Order Tensors.

[DOI]

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CoRR, 2020

2019

Efficient Deep Learning Techniques for Multiphase Flow Simulation in Heterogeneous Porous Media.

[DOI]

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CoRR, 2019

Robust subsampling-based sparse Bayesian inference to tackle four challenges (large noise, outliers, data integration, and extrapolation) in the discovery of physical laws from data.

[DOI]

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CoRR, 2019

Reinforcement Learning for Traffic Control with Adaptive Horizon.

[DOI]

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CoRR, 2019

Outlier Detection and Correction for Monitoring Data of Water Quality Based on Improved VMD and LSSVM.

[DOI]

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Complex., 2019

2016

Integrate Big Data for Better Operation, Control, and Protection of Power Systems.

[DOI]

Proceedings of the Handbook of Big Data., 2016

2013

Improved CamShift tracking algorithm based on motion detection.

[DOI]

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Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2011

A new IITNAM representation method of gray images.

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Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

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