Soheila Ghane

12 papers A* 1B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
An Efficient Self-Supervised Framework for Long-Sequence EEG Modeling.
ICDM (Workshops)
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
2025 J jnl
EEG-X: Device-Agnostic and Noise-Robust Foundation Model for EEG.
CoRR
Navid Mohammadi Foumani, Soheila Ghane, Nam Nguyen, Mahsa Salehi, Geoffrey I. Webb, Geoffrey Mackellar
2025 J jnl
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling.
CoRR
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
2025 J jnl
SAMBA: Toward a Long-Context EEG Foundation Model via Spatial Embedding and Differential Mamba.
CoRR
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
2025 J jnl
SpellerSSL: Self-Supervised Learning with P300 Aggregation for Speller BCIs.
CoRR
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
2024 A* conf
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs.
KDD
Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi
2024 J jnl
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs.
CoRR
Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi
2021 J jnl
A differentially private algorithm for range queries on trajectories.
Knowl. Inf. Syst.
Soheila Ghane, Lars Kulik, Kotagiri Ramamohanarao
2021 J jnl
Preserving Privacy in the Internet of Connected Vehicles.
IEEE Trans. Intell. Transp. Syst.
Soheila Ghane, Alireza Jolfaei, Lars Kulik, Kotagiri Ramamohanarao, Deepak Puthal
2020 J jnl
TGM: A Generative Mechanism for Publishing Trajectories With Differential Privacy.
IEEE Internet Things J.
Soheila Ghane, Lars Kulik, Kotagiri Ramamohanarao
2019 J jnl
A Differentially Private Algorithm for Range Queries on Trajectories.
CoRR
Soheila Ghane, Lars Kulik, Kotagiri Ramamohanarao
2018 B conf
Publishing spatial histograms under differential privacy.
SSDBM
Soheila Ghane, Lars Kulik, Kotagiri Ramamohanarao