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Oyku Deniz Kose
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Year
Demystifying and mitigating bias for node representation learning
OD Kose, Y Shen
IEEE Transactions on Neural Networks and Learning Systems, 2023
31*2023
Fair contrastive learning on graphs
OD Kose, Y Shen
IEEE Transactions on Signal and Information Processing over Networks 8, 475-488, 2022
30*2022
Machine learning-based silent entity localization using molecular diffusion
OD Kose, MC Gursoy, M Saraclar, AE Pusane, T Tugcu
IEEE Communications Letters 24 (4), 807-810, 2020
162020
Fast&fair: Training acceleration and bias mitigation for GNNs
OD Kose, Y Shen
Transactions on Machine Learning Research, 2022
14*2022
Multimodal representations for synchronized speech and real-time MRI video processing
ÖD Köse, M Saraçlar
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1912-1924, 2021
72021
Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge.
B Yusuf, A Gök, B Gündogdu, OD Kose, M Saraclar
INTERSPEECH, 1098-1102, 2019
72019
Fairness-aware selective sampling on attributed graphs
OD Kose, Y Shen
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
62022
Fairness-aware Adaptive Network Link Prediction
OD Kose, Y Shen
EUSIPCO, 2022
52022
Fairgat: Fairness-aware graph attention networks
OD Kose, Y Shen
ACM Transactions on Knowledge Discovery from Data, 2023
42023
Fairness in Graph Machine Learning: Recent Advances and Future Prospectives
Y Dong, OD Kose, Y Shen, J Li
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
Fairness-Aware Graph Filter Design
OD Kose, Y Shen, G Mateos
arXiv preprint arXiv:2303.11459, 2023
22023
Fairness-aware Graph Attention Networks
OD Kose, Y Shen
2022 56th Asilomar Conference on Signals, Systems, and Computers, 843-846, 2022
22022
FairWire: Fair Graph Generation
OD Kose, Y Shen
arXiv preprint arXiv:2402.04383, 2024
12024
Fairness-aware Optimal Graph Filter Design
OD Kose, G Mateos, Y Shen
IEEE Journal of Selected Topics in Signal Processing, 2024
12024
Dynamic Fair Node Representation Learning
OD Kose, Y Shen
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Joint distance and representation learning for sign language videos
ÖD Köse, M Saraçlar
2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020
12020
Recurrent neural audiovisual word embeddings for synchronized speech and real-time MRI
ÖD Köse, M Saraçlar
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
12020
Fairness-Aware Dimensionality Reduction
OD Kose, Y Shen
2023 31st European Signal Processing Conference (EUSIPCO), 660-664, 2023
2023
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Articles 1–18