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Liang Zhao

Emory University · US
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Area of research
Computer Vision and Pattern Recognition · Molecular Biology
Research interest
Research interests include vaccines and immunoinformatics approaches, Advanced Neural Network Applications, Aquaculture Nutrition and Growth, and Medical Image Segmentation Techniques.
h-index
14
citations
649
works
75
NIH funding
primary concept
email

Recent publications

GRAG: Graph Retrieval-Augmented Generation
2025cited by 43position: lastdoi
Boundary-Sensitive Segmentation of Small Liver Lesions
IEEE Journal of Biomedical and Health Informatics 2024cited by 10position: lastdoi
Laplacian Salience-Gated Feature Pyramid Network for Accurate Liver Vessel Segmentation
IEEE Transactions on Medical Imaging 2023cited by 28position: lastdoi
Reciprocal cross-modal guidance for liver lesion segmentation from multiple phases under incomplete overlap
Biomedical Signal Processing and Control 2023cited by 6position: lastdoi
Flexibility-aware graph model for accurate epitope identification
Computers in Biology and Medicine 2022cited by 3position: lastdoi
Mining statistically-solid k-mers for accurate NGS error correction
BMC Genomics 2018cited by 21position: firstdoi
MapReduce for accurate error correction of next-generation sequencing data
Bioinformatics 2017cited by 16position: firstdoi

Grants

ERI: Towards Efficient and Robust Federated Neuromorphic Learning in Wireless Edge Networks
NSF2501413$199,8292025–2027PIRePORTER
Collaborative Research: OAC Core: Distributed Graph Learning Cyberinfrastructure for Large-scale Spatiotemporal Prediction
NSF2403312$299,5742024–2027PIRePORTER
CAREER: Uncovering Solar Wind Composition, Acceleration, and Origin through Observations, Modeling, and Machine Learning Methods
NSF2237435$1,112,2162023–2028PIRePORTER
Travel: NSF Student Travel Support for the 2023 IEEE International Conference on Data Mining (IEEE ICDM 2023)
NSF2324784$24,0002023–2024PIRePORTER
SHINE: Understanding the Physical Connection of the in-situ Properties and Coronal Origins of the Solar Wind with a Novel Artificial Intelligence Investigation
NSF2229138$780,2002022–2026PIRePORTER
CAREER: Spatial Network Deep Generative Modeling, Transformation, and Interpretation
NSF2113350$589,6492020–2026PIRePORTER
III: Small: Deep Generative Models for Temporal Graph Generation and Interpretation
NSF2103592$546,0402020–2024PIRePORTER
OAC Core: SMALL: DeepJIMU: Model-Parallelism Infrastructure for Large-scale Deep Learning by Gradient-Free Optimization
NSF2106446$498,6092020–2024PIRePORTER
OAC Core: SMALL: DeepJIMU: Model-Parallelism Infrastructure for Large-scale Deep Learning by Gradient-Free Optimization
NSF2007976$498,6092020–2020PIRePORTER
III: Small: Deep Generative Models for Temporal Graph Generation and Interpretation
NSF2007716$498,0502020–2020PIRePORTER
III: Small: Graph Generative Deep Learning for Protein Structure Prediction
NSF2110926$386,6872020–2023PIRePORTER
CAREER: Spatial Network Deep Generative Modeling, Transformation, and Interpretation
NSF1942594$102,8732020–2021PIRePORTER
CRII: III: Interpretable Models for Spatio-Temporal Event Forecasting using Social Sensors
NSF2103745$81,8932020–2021PIRePORTER
III: Small: Graph Generative Deep Learning for Protein Structure Prediction
NSF1907805$499,8002019–2021PIRePORTER
CRII: III: Interpretable Models for Spatio-Temporal Event Forecasting using Social Sensors
NSF1755850$174,9902018–2021PIRePORTER
AGS-PRF: Exploring the Equatorial Solar Wind from Photosphere to Heliosphere Along Solar Cycles
NSF1432100$172,0002014–2016PIRePORTER

Frequent collaborators

Yiqi Wang · Guangzhou University of Chinese Medicine4 papers (2018–2024)Mingju Wang · Hubei University of Medicine2 papers (2018–2023)Yunfu Wang · Lawrence Berkeley National Laboratory2 papers (2023–2024)Jinyan Li · Zhejiang Sci-Tech University2 papers (2017–2018)Yuqiang Zhang · Hubei University of Medicine2 papers (2023–2024)Jin Xie · Hubei University of Medicine1 papers (2018–2018)Wen‐Cui Li · Anhui Medical University1 papers (2017–2017)Meixin Ge · Hubei University of Medicine1 papers (2022–2022) · 1 papers (2022–2022)Yuntong Hu · Emory University1 papers (2025–2025)Peng Jiang · University of Iowa1 papers (2017–2017)Ziteng Li · Hubei University of Medicine1 papers (2022–2022)Qiuhao Zong · Hubei University of Medicine1 papers (2023–2023)Zhihan Lei · Emory University1 papers (2025–2025)Yan Yan · Beijing Institute of Fashion Technology1 papers (2023–2023)Jin Zhang · Xihua University1 papers (2023–2023)Zheng Zhang · Nanchang University1 papers (2025–2025)Yuqing Wang · Hubei University of Medicine1 papers (2023–2023)Weimin Yu · University of California, Davis1 papers (2023–2023)Zhe Zhao · Guangxi University1 papers (2018–2018)
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