| 2026 | ICPR | TopGrad-CF: Gradient-Guided Counterfactual Explanations for Time Series Classification. | Pouya Hosseinzadeh, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2025 | CIKM | Pruning Strategies for Backdoor Defense in LLMs. | Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2025 | DSAA | CACTUS: Cross-Aligned Counterfactual Explanation for Time Series Classification. | Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2025 | ICDM | TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2025 | SDM | AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | ICMLA | Enhancing Multivariate Time Series-Based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | ICMLA | ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation. | MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | ICMLA | Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data. | Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | ICPR | Transformer Model for Multivariate Time Series Classification: A Case Study of Solar Flare Prediction. | Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2024 | ICPR | Denoising Optimization-Based Counterfactual Explanations for Time Series Classification. | Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2024 | ICPR | FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification. | Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2023 | DaWaK | Motif Alignment for Time Series Data Augmentation. | Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2023 | ICMLA | End-to-End Attention/Transformer Model for Solar Flare Prediction from Multivariate Time Series Data. | Khaznah Alshammari, Kartik Saini, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi |
| 2023 | ICMLA | METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest. | Pouya Hosseinzadeh, Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2023 | ICMLA | Adversarial Attack Driven Data Augmentation for Time Series Classification. | Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | ICMLA | Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series. | Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | ICWSM | Classifying Minority Stress Disclosure on Social Media with Bidirectional Long Short-Term Memory. | Cory J. Cascalheira, Shah Muhammad Hamdi, Jillian R. Scheer, Koustuv Saha, Soukaina Filali Boubrahimi, Munmun De Choudhury |
| 2019 | CIKM | Tensor Decomposition-based Node Embedding. | Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Rafal A. Angryk |
| 2018 | DaWaK | Time Series Distance Density Cluster with Statistical Preprocessing. | Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk |
| 2018 | DSAA | Neuro-Ensemble for Time Series Data Classification. | Soukaina Filali Boubrahimi, Ruizhe Ma, Rafal A. Angryk |
| 2018 | ICPR | Scalable kNN Search Approximation for Time Series Data. | Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Shah Muhammad Hamdi, Rafal A. Angryk |
| 2017 | ICDM | Top-(R%, K) Spatiotemporal Event Sequence Mining. | Berkay Aydin, Ahmet Kk, Soukaina Filali Boubrahimi, Rafal A. Angryk |