| 2025 | ICASSP | Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems. | Mengyuan Ma, Tianyu Fang, Nir Shlezinger, A. Lee Swindlehurst, Markku J. Juntti, Nhan Nguyen |
| 2025 | IJCNN | FOCA: Foundation-model-based One-Class Anomaly Detection for Time Series. | Mengyuan Ma, Tiejun Wang, Rui Wang, Xudong Mou, Tianyu Wo, Xudong Liu |
| 2025 | WCNC | Hybrid Receiver Design for Massive MIMO-OFDM with Low-Resolution ADCs and Oversampling. | Mengyuan Ma, Nhan Thanh Nguyen, Italo Atzeni, Markku J. Juntti |
| 2024 | ICANN | KDNet: Leveraging Vision-Language Knowledge Distillation for Few-Shot Object Detection. | Mengyuan Ma, Lin Qian, Hujun Yin |
| 2024 | ICONIP | WOODWIND: Few-Shot Object Detector with Knowledge Distillation. | Mengyuan Ma |
| 2023 | ICASSP | Deep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO Systems. | Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti |
| 2022 | ICIP | Scene Context Enhanced Network for Person Search. | Mengyuan Ma, Hujun Yin |
| 2021 | VTC | Closed-Form Hybrid Beamforming Solution for Spectral Efficiency Upper Bound Maximization in mmWave MIMO-OFDM Systems. | Mengyuan Ma, Nhan Thanh Nguyen, Markku J. Juntti |