| 2025 | ECAI | Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs. | Hung Manh Pham, Jialu Tang, Aaqib Saeed, Dong Ma |
| 2025 | ICASSP | Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling. | Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, Aaqib Saeed |
| 2025 | ICML | Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners. | Hung Manh Pham, Aaqib Saeed, Dong Ma |
| 2024 | CVPR | Federated Learning with a Single Shared Image. | Sunny Soni, Aaqib Saeed, Yuki M. Asano |
| 2024 | ICASSP | Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. | Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia |
| 2023 | ICASSP | On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors. | Zaharah Allah Bukhsh, Aaqib Saeed |
| 2023 | ICASSP | Active Learning of non-Semantic Speech Tasks with Pretrained models. | Harlin Lee, Aaqib Saeed, Andrea L. Bertozzi |
| 2023 | ICLR | The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image. | Yuki M. Asano, Aaqib Saeed |
| 2022 | ICASSP | Federated Self-Training for Data-Efficient Audio Recognition. | Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi |
| 2022 | Interspeech | Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices. | Aaqib Saeed |
| 2021 | ICASSP | Learning From Heterogeneous Eeg Signals with Differentiable Channel Reordering. | Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour |
| 2021 | ICASSP | Contrastive Learning of General-Purpose Audio Representations. | Aaqib Saeed, David Grangier, Neil Zeghidour |
| 2021 | ICMI | Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds. | Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini |
| 2020 | EuroSys | Towards federated unsupervised representation learning. | Bram van Berlo, Aaqib Saeed, Tanir Ozcelebi |
| 2019 | FUSION | End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting. | Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan J. Lukkien |
| 2018 | DSAA | Model Adaptation and Personalization for Physiological Stress Detection. | Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski |
| 2017 | ICDM | Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors. | Aaqib Saeed, Stojan Trajanovski, Maurice van Keulen, Jan B. F. van Erp |