Aykut Koç

80 papers B 2Journal 50Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models.
CoRR
M. Arda Aydin, Melih Berk Yilmaz, Aykut Koç, Tolga Çukur
2026 J jnl
Graph Neural Networks Improve Quantized Transformers by Incorporating Global Relationships.
IEEE Trans. Signal Inf. Process. over Networks
Cihan Eralp Kumbasar, Haldun M. Özaktas, Aykut Koç
2025 J jnl
Emotion Classification With Visibility Graphs.
IEEE Signal Process. Lett.
Ecem Simsek, Atakan Topcu, Emirhan Koç, Emine Ulku Saritas, Aykut Koç
2025 J jnl
Fast-FNet: Accelerating transformer encoder models via efficient fourier layers.
Signal Image Video Process.
Nurullah Sevim, Ege Ozan Özyedek, Furkan Sahinuç, Tuna Ozates, Aykut Koç
2025 J jnl
Joint time-vertex fractional Fourier transform.
Signal Process.
Tuna Alikasifoglu, Bünyamin Kartal, Eray Özgünay, Aykut Koç
2025 J jnl
Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models.
CoRR
Saban Öztürk, Melih Berk Yilmaz, Muti Kara, M. Talat Yavuz, Aykut Koç, Tolga Çukur
2025 J jnl
Semantic Communication Over Channels With Insertions, Deletions, and Substitutions.
IEEE Commun. Lett.
Tuna Ozates, Aykut Koç
2025 J jnl
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation.
IEEE Trans. Signal Inf. Process. over Networks
Emirhan Koç, Emre Kulkul, Gülara Kaynar, Tolga Çukur, Murat Acar, Aykut Koç
2024 J jnl
Automatic Construction of Sememe Knowledge Bases From Machine Readable Dictionaries.
IEEE ACM Trans. Audio Speech Lang. Process.
Omer Musa Battal, Aykut Koç
2024 J jnl
Graph Fractional Fourier Transform: A Unified Theory.
IEEE Trans. Signal Process.
Tuna Alikasifoglu, Bünyamin Kartal, Aykut Koç
2024 J jnl
Graph Receptive Transformer Encoder for Text Classification.
IEEE Trans. Signal Inf. Process. over Networks
Arda C. Aras, Tuna Alikasifoglu, Aykut Koç
2024 — conf
Maximally Selective Fractional Fourier Pooling.
SIU
Emirhan Koç, Yunus Emre Ekiz, Haldun M. Özaktas, Aykut Koç
2024 J jnl
Measuring and Mitigating Gender Bias in Legal Contextualized Language Models.
ACM Trans. Knowl. Discov. Data
Mustafa Bozdag, Nurullah Sevim, Aykut Koç
2024 J jnl
Sememe-Based Semantic Communications.
IEEE Commun. Lett.
Tuna Ozates, Uras Kargi, Aykut Koç
2024 J jnl
Text-RGNNs: Relational Modeling for Heterogeneous Text Graphs.
IEEE Signal Process. Lett.
Arda C. Aras, Tuna Alikasifoglu, Aykut Koç
2024 J jnl
Trainable Fractional Fourier Transform.
IEEE Signal Process. Lett.
Emirhan Koç, Tuna Alikasifoglu, Arda C. Aras, Aykut Koç
2024 — conf
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks.
ACL (Findings)
Tuna Alikasifoglu, Arda C. Aras, Aykut Koç
2024 J jnl
Wiener Filtering in Joint Time-Vertex Fractional Fourier Domains.
IEEE Signal Process. Lett.
Tuna Alikasifoglu, Bünyamin Kartal, Aykut Koç
2023 — conf
A Transformer-Based Prior Legal Case Retrieval Method.
SIU
Ceyhun E. Öztürk, S. Baris Özçelik, Aykut Koç
2023 J jnl
Gender bias in legal corpora and debiasing it.
Nat. Lang. Eng.
Nurullah Sevim, Furkan Sahinuç, Aykut Koç
2023 J jnl
Graph signal processing based object classification for automotive RADAR point clouds.
Digit. Signal Process.
Rasim Akin Sevimli, Murat Üçüncü, Aykut Koç
2023 J jnl
Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance.
IEEE Trans. Neural Networks Learn. Syst.
Selim Firat Yilmaz, Ergün Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioglu, Suleyman Serdar Kozat
2023 J jnl
Named-entity recognition in Turkish legal texts.
Nat. Lang. Eng.
Can Çetindag, Berkay Yazicioglu, Aykut Koç
2023 — conf
Software Module Classification for Commercial Bug Reports.
ICASSP Workshops
Ceyhun E. Öztürk, Eyup Halit Yilmaz, Ömer Köksal, Aykut Koç
2023 J jnl
The effect of gender bias on hate speech detection.
Signal Image Video Process.
Furkan Sahinuç, Eyup Halit Yilmaz, Cagri Toraman, Aykut Koç
2022 J jnl
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers.
CoRR
Nurullah Sevim, Ege Ozan Özyedek, Furkan Sahinuç, Aykut Koç
2022 — conf
Feedforward Neural Network Based Case Prediction in Turkish Higher Courts.
SIU
Arda C. Aras, Ceyhun E. Öztürk, Aykut Koç
2022 J jnl
Fractional Fourier Transform Meets Transformer Encoder.
IEEE Signal Process. Lett.
Furkan Sahinuç, Aykut Koç
2022 J jnl
Fractional Fourier Transform in Time Series Prediction.
IEEE Signal Process. Lett.
Emirhan Koç, Aykut Koç
2022 J jnl
Joint Time-Vertex Fractional Fourier Transform.
CoRR
Bünyamin Kartal, Eray Özgünay, Aykut Koç
2022 J jnl
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts.
Inf. Process. Manag.
Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
2022 J jnl
Multivariate Time Series Imputation With Transformers.
IEEE Signal Process. Lett.
Ayberk Yarkin Yildiz, Emirhan Koç, Aykut Koç
2022 — conf
Predicting Outcomes of the Court of Cassation of Turkey with Recurrent Neural Networks.
SIU
Ceyhun E. Öztürk, S. Baris Özçelik, Aykut Koç
2022 — conf
Prior Case Retrieval for the Court of Cassation of Turkey.
SITIS
Ceyhun E. Öztürk, Ömer Köksal, S. Baris Özçelik, Aykut Koç
2022 J jnl
Unsupervised Simplification of Legal Texts.
CoRR
Mert Cemri, Tolga Çukur, Aykut Koç
2021 J jnl
Discrete scaling based on operator theory.
Digit. Signal Process.
Aykut Koç, Burak Bartan, Haldun M. Özaktas
2021 J jnl
Graph Signal Processing: Vertex Multiplication.
IEEE Signal Process. Lett.
Bünyamin Kartal, Yigit E. Bayiz, Aykut Koç
2021 J jnl
Imparting interpretability to word embeddings while preserving semantic structure.
Nat. Lang. Eng.
Lütfi Kerem Senel, Ihsan Utlu, Furkan Sahinuç, Haldun M. Özaktas, Aykut Koç
2021 — conf
Investigation of Gender Bias in Turkish Word Embeddings.
SIU
Nurullah Sevim, Aykut Koç
2021 J jnl
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey.
Inf. Process. Manag.
Emre Mumcuoglu, Ceyhun E. Öztürk, Haldun M. Özaktas, Aykut Koç
2021 J jnl
Operator theory-based computation of linear canonical transforms.
Signal Process.
Aykut Koç, Haldun M. Özaktas
2021 J jnl
Optimal Fractional Fourier Filtering for Graph Signals.
IEEE Trans. Signal Process.
Cuneyd Ozturk, Haldun M. Özaktas, Sinan Gezici, Aykut Koç
2021 J jnl
Semantic Change Detection With Gaussian Word Embeddings.
IEEE ACM Trans. Audio Speech Lang. Process.
Arda Yüksel, Berke Ugurlu, Aykut Koç
2021 — conf
Topic Detection based on Deep Learning Language Model in Turkish Microblogs.
SIU
Furkan Sahinuç, Cagri Toraman, Aykut Koç
2021 J jnl
Zipfian regularities in "non-point" word representations.
Inf. Process. Manag.
Furkan Sahinuç, Aykut Koç
2020 — conf
Intent Classification and Slot Filling for Turkish Dialogue Systems.
SIU
Furkan Sahinuç, Veysel Yücesoy, Aykut Koç
2020 J jnl
Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance.
CoRR
Selim Firat Yilmaz, Ergün Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioglu, Suleyman Serdar Kozat
2019 J jnl
Co-occurrence Weight Selection in Generation of Word Embeddings for Low Resource Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Veysel Yücesoy, Aykut Koç
2019 J jnl
Deep Iterative Reconstruction for Phase Retrieval.
CoRR
Çagatay Isil, Figen S. Oktem, Aykut Koç
2019 J jnl
Discrete Linear Canonical Transform Based on Hyperdifferential Operators.
IEEE Trans. Signal Process.
Aykut Koç, Burak Bartan, Haldun M. Özaktas
2019 J jnl
Operator theory-based discrete fractional Fourier transform.
Signal Image Video Process.
Aykut Koç
2019 B conf
Quadruplet Selection Methods for Deep Embedding Learning.
ICIP
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
2019 J jnl
Quadruplet Selection Methods for Deep Embedding Learning.
CoRR
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
2019 J jnl
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI.
IEEE Trans. Medical Imaging
Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur
2019 — conf
Topic Change Detection on Dialog Based Text.
SIU
Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2018 — conf
A method for quadruplet sample selection in deep feature learning.
SIU
Kaan Karaman, Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
2018 J jnl
Fine-grained recognition of maritime vessels and land vehicles by deep feature embedding.
IET Comput. Vis.
Berkan Solmaz, Erhan Gundogdu, Veysel Yücesoy, Aykut Koç, A. Aydin Alatan
2018 — conf
Generating Semantic Similarity Atlas for Natural Languages.
SLT
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2018 J jnl
Imparting Interpretability to Word Embeddings.
CoRR
Aykut Koç, Ihsan Utlu, Lutfi Kerem Senel, Haldun M. Özaktas
2018 — conf
Interpretability analysis for Turkish word embeddings.
SIU
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2018 — conf
Risk-averse ambulance redeployment via multi-armed bandits.
SIU
Umitcan Sahin, Veysel Yücesoy, Aykut Koç, Cem Tekin
2018 J jnl
Semantic Structure and Interpretability of Word Embeddings.
IEEE ACM Trans. Audio Speech Lang. Process.
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2018 — conf
Variational autoencoders with triplet loss for representation learning.
SIU
Çagatay Isil, Berkan Solmaz, Aykut Koç
2017 — conf
Automated visual classification of indoor scenes and architectural styles.
SIU
Berkan Solmaz, Veysel Yücesoy, Aykut Koç
2017 — conf
Deep distance metric learning for maritime vessel identification.
SIU
Erhan Gundogdu, Berkan Solmaz, Aykut Koç, Veysel Yücesoy, A. Aydin Alatan
2017 — conf
Digital computation of fractional Fourier and linear canonical transforms and sparse image representation.
APSIPA
Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur
2017 — conf
Effect of cooccurance weighting to English word embeddings.
SIU
Veysel Yücesoy, Aykut Koç
2017 J jnl
Generic and attribute-specific deep representations for maritime vessels.
IPSJ Trans. Comput. Vis. Appl.
Berkan Solmaz, Erhan Gundogdu, Veysel Yücesoy, Aykut Koç
2017 — conf
Learning traffic congestion by contextual bandit problems for optimum localization.
SIU
Umitcan Sahin, Veysel Yücesoy, Aykut Koç, Cem Tekin
2017 — conf
Measuring cross-lingual semantic similarity across European languages.
TSP
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017 J jnl
Semantic Structure and Interpretability of Word Embeddings.
CoRR
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017 — conf
Semantic similarity between Turkish and European languages using word embeddings.
SIU
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
2017 J jnl
Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms.
Expert Syst. Appl.
Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas
2016 — conf
Effect of the training set on the word embeddings and similarity test set for Turkish.
SIU
Veysel Yücesoy, Aykut Koç
2016 — conf
Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum.
CVPR Workshops
Erhan Gundogdu, Aykut Koç, Berkan Solmaz, Riad I. Hammoud, A. Aydin Alatan
2016 — conf
Infrared object classification using decision tree based deep neural networks.
SIU
Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
2016 — conf
MARVEL: A Large-Scale Image Dataset for Maritime Vessels.
ACCV (5)
Erhan Gundogdu, Berkan Solmaz, Veysel Yücesoy, Aykut Koç
2016 B conf
Object classification in infrared images using deep representations.
ICIP
Erhan Gundogdu, Aykut Koç, A. Aydin Alatan
2015 — conf
Fast and accurate linear canonical transform algorithms.
SIU
Haldun M. Özaktas, Aykut Koç
2008 J jnl
Digital Computation of Linear Canonical Transforms.
IEEE Trans. Signal Process.
Aykut Koç, Haldun M. Özaktas, Cagatay Candan, M. Alper Kutay