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Aykut Koç

bilkent university

17H-index
102Paper Count
1.2KCitation Count
Published Papers 30
Publication Date
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Fractional Fourier Transform based Visibility Graphs
errDigital Signal Processing
IF3
err2026-06-18
err0
errOAAI
errEcem Şimşek; Haldun M. Ozaktas; Aykut Koç
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Graph Neural Networks Improve Quantized Transformers by Incorporating Global Relationships
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2026-01-16
err0
PREAI
errCihan Eralp Kumbasar; Haldun M. Ozaktas; Aykut Koç
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errSave
scHyperLink: Revealing Cell-Type-Specific Gene Regulation With Hypergraph Neural Networks
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2026-01-05
err0
PREAI
errEmre Kulkul; Tolga Çukur; Aykut Koç
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errSave
Fast-FNet: Accelerating transformer encoder models via efficient fourier layers
errSIGNAL IMAGE AND VIDEO PROCESSING
IF2.1
err2025-09-03
err0
PREAI
errSevim, Nurullah; Ozyedek, Ege Ozan; Sahinuc, Furkan; Ozates, Tuna; Koc, Aykut
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Joint time-vertex fractional Fourier transform
errSIGNAL PROCESSING
IF3.6
err2025-02-27
err1
PREAI
errAlikasifoglu, Tuna; Kartal, Bunyamin; Ozgunay, Eray; Koc, Aykut
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errSave
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
PREAI
errEmirhan Koç; Emre Kulkul; Gülara Kaynar; Tolga Çukur; Murat Acar; Aykut Koç
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Semantic Communication Over Channels With Insertions, Deletions, and Substitutions
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2025-01-01
err0
PREAI
errOzates, Tuna; Koc, Aykut
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Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers( vol 266 , pg 183 , 2024)
errSCHIZOPHRENIA RESEARCH
IF3.5
err2024-12-01
err0
PREAI
errCabuk, Tugce; Sevim, Nurullah; Mutlu, Emre; Yagcioglu, A. Elif Anil; Koc, Aykut; Toulopoulou, Timothea
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Sememe-Based Semantic Communications
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2024-10-01
err1
PREAI
errOzates, Tuna; Kargi, Uras; Koc, Aykut
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Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers
errSCHIZOPHRENIA RESEARCH
IF3.5
err2024-04-01
err7
PREAI
errCabuk, Tugce; Sevim, Nurullah; Mutlu, Emre; Yagcioglu, A. Elif Anil; Koc, Aykut; Toulopoulou, Timothea
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errSave
Measuring and Mitigating Gender Bias in Legal Contextualized Language Models
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-02-13
err4
errOAAI
errBozdag, Mustafa; Sevim, Nurullah; Koc, Aykut
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errSave
Wiener Filtering in Joint Time-Vertex Fractional Fourier Domains
errieee signal processing magazine
IF3.9
err2024-01-01
err4
PREAI
errAlikasifoglu, Tuna; Kartal, Bunyamin; Koc, Aykut
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errSave
Trainable Fractional Fourier Transform
errieee signal processing magazine
IF3.9
err2024-01-01
err6
PREAI
errKoc, Emirhan; Alikasifoglu, Tuna; Aras, Arda Can; Koc, Aykut
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errSave
Graph Receptive Transformer Encoder for Text Classification
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2024-01-01
err5
PREAI
errAras, Arda Can; Alikasifoglu, Tuna; Koc, Aykut
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Automatic Construction of Sememe Knowledge Bases From Machine Readable Dictionaries
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2024-01-01
err2
PREAI
errBattal, Omer Musa; Koc, Aykut
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Text-RGNNs: Relational Modeling for Heterogeneous Text Graphs
errieee signal processing magazine
IF3.9
err2024-01-01
err1
PREAI
errAras, Arda Can; Alikasifoglu, Tuna; Koc, Aykut
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Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-01-01
err15
errOAAI
errYilmaz, Selim F.; Kaynak, E. Batuhan; Koc, Aykut; Dibeklioglu, Hamdi; Kozat, Suleyman Serdar
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Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2022-05-01
err8
PREAI
errSenel, Lutfi Kerem; Sahinuc, Furkan; Yuecesoy, Veysel; Schuetze, Hinrich; Cukur, Tolga; Koc, Aykut
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errSave
Fractional Fourier Transform in Time Series Prediction
errieee signal processing magazine
IF3.9
err2022-01-01
err15
PREAI
errKoc, Emirhan; Koc, Aykut
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errSave
Fractional Fourier Transform Meets Transformer Encoder
errieee signal processing magazine
IF3.9
err2022-01-01
err13
PREAI
errSahinuc, Furkan; Koc, Aykut
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errSave

Research Directions

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Co-authors
Cooperation Journals
H
Hinrich Schütze
H-index: 56 · Papers: 619
T
Timothea Toulopoulou
H-index: 48 · Papers: 194
T
Tolga Çukur
H-index: 30 · Papers: 224
E
Emine Ülkü Sarıtaş
H-index: 29 · Papers: 146
S
Süleyman S. Kozat
H-index: 26 · Papers: 290
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