Guiping Hu

35 papers Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoSMeTIC: Zero-Knowledge Computational Sparse Merkle Trees with Inclusion-Exclusion Proofs for Clinical Research.
CoRR
Mohammad Shahid, Paritosh Ramanan, Mohammad Fili, Guiping Hu, Hillel Haim
2025 J jnl
Viral escape-inspired framework for structure-guided dual bait protein biosensor design.
PLoS Comput. Biol.
Yee Chuen Teoh, Mohammed Sakib Noor, Sina Aghakhani, Jack Girton, Guiping Hu, Ratul Chowdhury
2024 — conf
An Exploration of Demographic and Psychosocial Indicators of Centenarian Survivorship.
SOLI
Samaneh Rezaeimanesh, Mohammad Fili, Guiping Hu, Alex Bishop
2024 — conf
Llama-Time: Fine-Tuning a Large Language Model for Advanced Time Series Prediction.
SOLI
Sina Aghakhani, Guiping Hu
2024 J jnl
Mapping the Evolutionary Space of SARS-CoV-2 Variants to Anticipate Emergence of Subvariants Resistant to COVID-19 Therapeutics.
PLoS Comput. Biol.
Roberth Anthony Rojas Chávez, Mohammad Fili, Changze Han, Syed A. Rahman, Isaiah G. L. Bicar, Sullivan Gregory, Annika Helverson, Guiping Hu, Benjamin W. Darbro, Jishnu Das, Grant D. Brown, Hillel Haim
2024 J jnl
Validation of scenario generation for decision-making using machine learning prediction models.
Optim. Lett.
Görkem Emirhüseyinoglu, Mohsen Shahhosseini, Guiping Hu, Sarah M. Ryan
2023 J jnl
A classification algorithm based on dynamic ensemble selection to predict mutational patterns of the envelope protein in HIV-infected patients.
Algorithms Mol. Biol.
Mohammad Fili, Guiping Hu, Changze Han, Alexa Kort, John Trettin, Hillel Haim
2023 J jnl
From WSI-level to patch-level: Structure prior-guided binuclear cell fine-grained detection.
Medical Image Anal.
Geng Hu, Baomin Wang, Boxian Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia
2022 — conf
A random forest algorithm to understand the regulating factors for tea leave decomposition in agroecosystems.
SoSE
Parvin Mohammadiarvejeh, Teresa E. Middleton, Marshall D. McDaniel, Guiping Hu
2022 J jnl
A reinforcement Learning approach to resource allocation in genomic selection.
Intell. Syst. Appl.
Saba Moeinizade, Guiping Hu, Lizhi Wang
2022 — conf
Application of the Two-layer Wrapper-Embedded Feature Selection Method to Improve Genomic Selection.
SoSE
Fatemeh Amini, Guiping Hu, Lizhi Wang
2022 J jnl
COVID-19 forecasting and intervention planning using gated recurrent unit and evolutionary algorithm.
Neural Comput. Appl.
Luning Bi, Mohammad Fili, Guiping Hu
2022 J jnl
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection.
CoRR
Baomin Wang, Geng Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia
2022 — conf
Integrating Crop Simulation and Machine Learning Models to Improve Crop Yield Prediction.
SoSE
Saiara Samira Sajid, Isaiah Huber, Sotirios Archontoulis, Guiping Hu
2022 J jnl
Ten simple rules to ruin a collaborative environment.
PLoS Comput. Biol.
Carolyn J. Lawrence-Dill, Robyn L. Allscheid, Albert Boaitey, Todd Bauman, Edward S. Buckler IV, Jennifer L. Clarke, Christopher Cullis, Jack Dekkers, Cassandra J. Dorius, Shawn F. Dorius, David Ertl, Matthew Homann, Guiping Hu, Mary Losch, Eric Lyons, Brenda Murdoch, Zahra-Katy Navabi, Somashekhar Punnuri, Fahad Rafiq, James M. Reecy, Patrick S. Schnable, Nicole M. Scott, Moira Sheehan, Xavier Sirault, Margaret Staton, Christopher K. Tuggle, Alison Van Eenennaam, Rachael Voas
2021 J jnl
A genetic algorithm-assisted deep learning approach for crop yield prediction.
Soft Comput.
Luning Bi, Guiping Hu
2021 J jnl
A reinforcement learning approach to resource allocation in genomic selection.
CoRR
Saba Moeinizade, Guiping Hu, Lizhi Wang
2021 J jnl
A two-layer feature selection method using Genetic Algorithm and Elastic Net.
Expert Syst. Appl.
Fatemeh Amini, Guiping Hu
2021 J jnl
An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions.
CoRR
Saba Moeinizade, Hieu Pham, Ye Han, Austin Dobbels, Guiping Hu
2021 J jnl
Corn Yield Prediction with Ensemble CNN-DNN.
CoRR
Mohsen Shahhosseini, Guiping Hu, Saeed Khaki, Sotirios V. Archontoulis
2020 J jnl
A Gated Recurrent Units (GRU)-Based Model for Early Detection of Soybean Sudden Death Syndrome through Time-Series Satellite Imagery.
Remote. Sens.
Luning Bi, Guiping Hu, Muhammad Mohsin Raza, Yuba Kandel, Leonor F. Leandro, Daren S. Mueller
2020 J jnl
A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net.
CoRR
Fatemeh Amini, Guiping Hu
2020 J jnl
A two-stage stochastic programming model for multi-period reverse logistics network design with lot-sizing.
Comput. Ind. Eng.
Vahid Azizi, Guiping Hu, Mahsa Mokari
2020 J jnl
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt.
CoRR
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis, Isaiah Huber
2020 J jnl
Forecasting Corn Yield with Machine Learning Ensembles.
CoRR
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis
2020 J jnl
Hybrid stochastic and robust optimization model for lot-sizing and scheduling problems under uncertainties.
Eur. J. Oper. Res.
Zhengyang Hu, Guiping Hu
2020 J jnl
Improved Weighted Random Forest for Classification Problems.
CoRR
Mohsen Shahhosseini, Guiping Hu
2019 J jnl
Hub relay network design for daily driver routes.
Int. J. Prod. Res.
Zhengyang Hu, Ronald G. Askin, Guiping Hu
2019 J jnl
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms.
CoRR
Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu, Sotirios V. Archontoulis
2019 J jnl
Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems.
CoRR
Mohsen Shahhosseini, Guiping Hu, Hieu Pham
2018 J jnl
A multi-stage stochastic programming for lot-sizing and scheduling under demand uncertainty.
Comput. Ind. Eng.
Zhengyang Hu, Guiping Hu
2017 J jnl
Shop floor lot-sizing and scheduling with a two-stage stochastic programming model considering uncertain demand and workforce efficiency.
Comput. Ind. Eng.
Yihua Li, Guiping Hu
2016 J jnl
A bottom-up biofuel market equilibrium model for policy analysis.
Ann. Oper. Res.
Leilei Zhang, Guiping Hu, Lizhi Wang, Yihsu Chen
2013 — conf
A Sequential Fast Pyrolysis Facility Location-Allocation Model.
APMS (1)
Yihua Li, Guiping Hu
2013 — conf
An Optimization Model for Advanced Biofuel Production Based on Bio-oil Gasification.
APMS (1)
Qi Li, Guiping Hu