Publications

• Mohammed Nowaz Rabbani Chowdhury, Kaoutar El Maghraoui, Hsinyu Tsai, Naigang Wang, Geoffrey W. Burr, Liu Liu, Meng Wang. Efficient Quantization of Mixture-of-Experts with Theoretical Generalization Guarantees. ICLR 2026. Code

• Mohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui, Naigang Wang, Pin-Yu Chen, Christopher Carothers. A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts. ICML 2024. Code

• Mohammed Nowaz Rabbani Chowdhury, Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen. Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks. ICML 2023 Oral. Slides; Video; Code

• Mohammed Nowaz Rabbani Chowdhury, Subrata Kumar Aditya. A Comparative Analysis on Feature Extraction and Classification of EEG Signal for Brain-Computer Interface Applications. Dhaka University Journal of Applied Science & Engineering 4 (2), 83-89. (2018)

• Mohammed Nowaz Rabbani Chowdhury, Jannatul Mawa, Subrata Kumar Aditya. Performance Evaluation of Spectrum Sharing Methods in WiMAX/WiFi Integrated Networks. The Dhaka University Journal of Science 66 (2), 103-107. (2018)