| 2025 | ICASSP | Microtitre Plate Image Augmentation with Generative Adversarial Networks. | Ru Li, Tingting Chai, Samaneh Kouchaki, David A. Clifton, Yang Yang |
| 2023 | ACML | Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks. | Narges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam M. Barnaghi |
| 2023 | EACL | MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. | Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton |
| 2022 | BMVC | G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. | Nivedita Bijlani, Oscar Mendez, Samaneh Kouchaki |
| 2021 | SIN | Generative adversarial attacks on motion-based continuous authentication schemes. | Narges Pourshahrokhi, Max Smith-Creasey, Mona Ghassemian, Samaneh Kouchaki |
| 2019 | NAACL | Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. | Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov |
| 2017 | CIBCB | Marginalised stack denoising autoencoders for metagenomic data binning. | Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson |