Öykü Deniz Köse

According to our database, Öykü Deniz Köse authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Demystifying and Mitigating Bias for Node Representation Learning.

Oyku Deniz Kose, Yanning Shen

IEEE Trans. Neural Networks Learn. Syst., September, 2024

FairGAT: Fairness-Aware Graph Attention Networks.

Öykü Deniz Köse, Yanning Shen

ACM Trans. Knowl. Discov. Data, August, 2024

FairWire: Fair Graph Generation.

Oyku Deniz Kose, Yanning Shen

CoRR, 2024

Filtering as Rewiring for Bias Mitigation on Graphs.

Oyku Deniz Kose, Gonzalo Mateos, Yanning Shen

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

2023

Fast&Fair: Training Acceleration and Bias Mitigation for GNNs.

Oyku Deniz Kose, Yanning Shen

Trans. Mach. Learn. Res., 2023

Fairness-aware Optimal Graph Filter Design.

Oyku Deniz Kose, Yanning Shen, Gonzalo Mateos

CoRR, 2023

Fairness in Graph Machine Learning: Recent Advances and Future Prospectives.

Yushun Dong, Oyku Deniz Kose, Yanning Shen, Jundong Li

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Dynamic Fair Node Representation Learning.

Oyku Deniz Kose, Yanning Shen

Proceedings of the IEEE International Conference on Acoustics, 2023

Fairness-Aware Dimensionality Reduction.

Öykü Deniz Köse, Yanning Shen

Proceedings of the 31st European Signal Processing Conference, 2023

Fairness-Aware Graph Filter Design.

Öykü Deniz Köse, Yanning Shen, Gonzalo Mateos

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Fair Contrastive Learning on Graphs.

Oyku Deniz Kose, Yanning Shen

IEEE Trans. Signal Inf. Process. over Networks, 2022

FairNorm: Fair and Fast Graph Neural Network Training.

Öykü Deniz Köse, Yanning Shen

CoRR, 2022

Fair Node Representation Learning via Adaptive Data Augmentation.

Öykü Deniz Köse, Yanning Shen

CoRR, 2022

Fairness-Aware Selective Sampling on Attributed Graphs.

Oyku Deniz Kose, Yanning Shen

Proceedings of the IEEE International Conference on Acoustics, 2022

Fairness-aware Adaptive Network Link Prediction.

Oyku Deniz Kose, Yanning Shen

Proceedings of the 30th European Signal Processing Conference, 2022

Fairness-aware Graph Attention Networks.

Öykü Deniz Köse, Yanning Shen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Multimodal Representations for Synchronized Speech and Real-Time MRI Video Processing.

Öykü Deniz Köse, Murat Saraçlar

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Fairness-Aware Node Representation Learning.

Öykü Deniz Köse, Yanning Shen

CoRR, 2021

2020

Machine Learning-Based Silent Entity Localization Using Molecular Diffusion.

Oyku Deniz Kose, Mustafa Can Gursoy, Murat Saraclar, Ali Emre Pusane, Tuna Tugcu

IEEE Commun. Lett., 2020

Joint Distance and Representation Learning for Sign Language Videos.

Öykü Deniz Köse, Murat Saraçlar

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Recurrent Neural Audiovisual Word Embeddings for Synchronized Speech and Real-Time Mri.

Öykü Deniz Köse, Murat Saraçlar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge.

Bolaji Yusuf, Alican Gök, Batuhan Gündogdu, Oyku Deniz Kose, Murat Saraclar

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019