Chowdhury, Mohammed Nowaz Rabbani

3 publications

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

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

ICML 2023 Patch-Level Routing in Mixture-of-Experts Is Provably Sample-Efficient for Convolutional Neural Networks Mohammed Nowaz Rabbani Chowdhury, Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen