Da Yan

Da Yan

University of Alabama at Birmingham

H-index: 22

North America-United States

About Da Yan

Da Yan, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Alabama at Birmingham, specializes in the field of Distributed Big Data Systems, Data Mining, Machine Learning, Algorithm Design.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Use of Generative Adversarial Network and Graph Convolution Network for Neuroimaging-Based Diagnostic Classification

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery

G2-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Search on GPUs

FSM-Explorer: An Interactive Tool for Frequent Subgraph Pattern Mining from a Big Graph

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery

Efficient Enumeration of Large Maximal k-Plexes

Successfully Applying Lottery Ticket Hypothesis to Diffusion Model

Fraction-Score: A Generalized Support Measure for Weighted and Maximal Co-location Pattern Mining

Da Yan Information

University

Position

The

Citations(all)

2197

Citations(since 2020)

1405

Cited By

1246

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

47

i10Index(since 2020)

39

Email

University Profile Page

Google Scholar

Da Yan Skills & Research Interests

Distributed Big Data Systems

Data Mining

Machine Learning

Algorithm Design

Top articles of Da Yan

The Use of Generative Adversarial Network and Graph Convolution Network for Neuroimaging-Based Diagnostic Classification

Brain Sciences

2024/4/30

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery

arXiv preprint arXiv:2404.17917

2024/4/27

G2-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Search on GPUs

40th IEEE International Conference on Data Engineering

2024/4

FSM-Explorer: An Interactive Tool for Frequent Subgraph Pattern Mining from a Big Graph

40th IEEE International Conference on Data Engineering

2024/4

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Efficient Enumeration of Large Maximal k-Plexes

arXiv preprint arXiv:2402.13008

2024/2/20

Successfully Applying Lottery Ticket Hypothesis to Diffusion Model

2023/10/28

Fraction-Score: A Generalized Support Measure for Weighted and Maximal Co-location Pattern Mining

IEEE Transactions on Knowledge and Data Engineering

2023/8/11

22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023)

2023/8/6

Dimension-independent certified neural network watermarks via mollifier smoothing

2023/7/3

Structure prediction and materials design with generative neural networks

Nature Computational Science

2023/7/3

T-FSM: A task-based system for massively parallel frequent subgraph pattern mining from a big graph

Proceedings of the ACM on Management of Data

2023/5/30

Effective Network Analytics: Network Visualization and Graph Data Management

IEEE Computer Graphics and Applications

2023/5/17

Rethinking graph lottery tickets: Graph sparsity matters

2023/5/3

Operational Impacts of On-Demand Ride-Pooling Service Options in Birmingham, AL

Future Transportation

2023/4/24

Accelerating k-Core Decomposition by a GPU

2023/4/3

Reinforcement learning enhanced weighted sampling for accurate subgraph counting on fully dynamic graph streams

2023 IEEE 39th International Conference on Data Engineering (ICDE)

2023/5

A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery

2023

Quantifying the Impact of Transportation Network Companies on Urban Congestion at a Medium Sized City

J. Traffic Transp. Eng

2023

See List of Professors in Da Yan University(University of Alabama at Birmingham)

Co-Authors

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