Fair contrastive learning on graphs OD Kose, Y Shen IEEE Transactions on Signal and Information Processing over Networks 8, 475-488, 2022 | 40* | 2022 |
Demystifying and mitigating bias for node representation learning OD Kose, Y Shen IEEE Transactions on Neural Networks and Learning Systems, 2023 | 36* | 2023 |
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 | 19 | 2020 |
Fast&fair: Training acceleration and bias mitigation for GNNs OD Kose, Y Shen Transactions on Machine Learning Research, 2023 | 15* | 2023 |
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 | 9 | 2021 |
Fairness-aware selective sampling on attributed graphs OD Kose, Y Shen ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge. B Yusuf, A Gök, B Gündogdu, OD Kose, M Saraclar INTERSPEECH, 1098-1102, 2019 | 7 | 2019 |
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 | 5 | 2023 |
Fairness-aware Graph Attention Networks OD Kose, Y Shen 2022 56th Asilomar Conference on Signals, Systems, and Computers, 843-846, 2022 | 5 | 2022 |
Fairness-aware Adaptive Network Link Prediction OD Kose, Y Shen EUSIPCO, 2022 | 5 | 2022 |
FairGAT: Fairness-aware graph attention networks OD Kose, Y Shen ACM Transactions on Knowledge Discovery from Data 18 (7), 1-20, 2024 | 4 | 2024 |
Fairness-aware optimal graph filter design OD Kose, G Mateos, Y Shen IEEE Journal of Selected Topics in Signal Processing, 2024 | 3 | 2024 |
Fairness-aware graph filter design OD Kose, Y Shen, G Mateos 2023 57th Asilomar Conference on Signals, Systems, and Computers, 330-334, 2023 | 3 | 2023 |
FairWire: Fair graph generation OD Kose, Y Shen arXiv preprint arXiv:2402.04383, 2024 | 2 | 2024 |
Dynamic Fair Node Representation Learning OD Kose, Y Shen ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
Joint distance and representation learning for sign language videos ÖD Köse, M Saraçlar 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 1 | 2020 |
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 | 1 | 2020 |
Filtering as Rewiring for Bias Mitigation on Graphs OD Kose, G Mateos, Y Shen 2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2024 | | 2024 |
Fairness-Aware Dimensionality Reduction OD Kose, Y Shen 2023 31st European Signal Processing Conference (EUSIPCO), 660-664, 2023 | | 2023 |