Yiren Wang

University of Washington — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

10h-index513citations34works1.72yr avg
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Research Topics

Advanced biosensing and bioanalysis techniques(9), Topic Modeling(7), Natural Language Processing Techniques(7), Multimodal Machine Learning Applications(5), Gene expression and cancer classification(4)

Publications34 total

A ML Framework for Genetic Sequence Identification Using 2D Electrical Conductance Probability Distributions from Mixed Data Sets
IEEE Transactions on Computational Biology and Bioinformatics·2025
Feature Distraction Based Backdoor Defense for Federated Trained Intrusion Detection System
2024
A ML Framework for Genetic Sequence Identification using 2D Electrical Conductance Probability Distributions from Mixed Data Sets
2024Open Access
Identifying SARS-CoV-2 Variants Using Single-Molecule Conductance Measurements
ACS Sensors·2024· 10 cited
Identifying SARS-CoV-2 Variants using Single-Molecule Conductance Measurements
2024· 2 citedOpen Access
Atomic Simulations of Packing Structures and Local Loading States as Well as Tensional Behaviors for Γ-Tial Matrixes with Double Vacancies on Heating
SSRN Electronic Journal·2024Open Access
Research on Text Based Generative Image Editing
2024Open Access
Panel Data Models with Time-Varying Latent Group Structures
arXiv (Cornell University)·2023· 5 citedOpen Access
Retrieval of Atmospheric Temperature Profile from Historical Data and Ground-Based Observations by Using a Machine Learning Algorithm
Remote Sensing·2023· 2 citedOpen Access
Computational study of the role of counterions and solvent dielectric in determining the conductance of B-DNA
Physical review. E·2023· 6 cited
Performance analysis of DNA crossbar arrays for high-density memory storage applications
Scientific Reports·2023· 5 citedOpen Access
Performance Analysis of DNA Crossbar Arrays for High-Density Memory Storage Applications
arXiv (Cornell University)·2023Open Access
A Computational Study of the Role of Counterions and Solvent Dielectric in Determining the Conductance of B-DNA
2023Open Access
Leveraging GPT-4 for Automatic Translation Post-Editing
2023· 30 citedOpen Access
A pH/H<sub>2</sub>O<sub>2</sub>/MMP9 Time‐Response Gel System with Sparc<sup>high</sup> Tregs Derived Extracellular Vesicles Promote Recovery After Acute Myocardial Infarction
Advanced Healthcare Materials·2022· 36 cited
Classification of DNA Sequences: Performance Evaluation of Multiple Machine Learning Methods
2022 IEEE 22nd International Conference on Nanotechnology (NANO)·2022· 3 cited
Modeling and Simulation of DNA Origami based Electronic Read-only Memory
2022 IEEE 22nd International Conference on Nanotechnology (NANO)·2022· 4 cited
A machine learning approach for accurate and real-time DNA sequence identification
BMC Genomics·2021· 16 citedOpen Access
RECOGNICER: A coarse‐graining approach for identifying broad domains from ChIP‐seq data
Quantitative Biology·2020· 6 citedOpen Access
Effect of Counterions on DNA Charge Transport: A Theoretical Study
Proceedings of the International Conference of Theoretical and Applied Nanoscience and Nanotechnology·2020Open Access
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Frequent Co-authors

M. P. Anantram(11), Hashem Mohammad(6), Tao Qin(5), Tie‐Yan Liu(5), Arindam Das(5), Fei Tian(4), Büşra Demir(4), Ersin Emre Ören(4), ChengXiang Zhai(3), Lijun Wu(3), Yingce Xia(3), Mashari Alangari(3), Joshua Hihath(3), Arpan De(3), Rajkumar Kubendran(3), Arindam K. Das(3), Chin‐Chen Chang(2), Hany Hassan Awadalla(2), Xu Tan(2), Weicong Chen(2)