Robust One Round Federated Learning with Predictive Space Bayesian Inference. - Mohsin Hasan; Zehao Zhang; Kaiyang Guo; Mahdi Karami; Guojun Zhang; Xi Chen; Pascal Poupart (CoRR, 2022)

Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space. - Mohsin Hasan; Guojun Zhang; Kaiyang Guo; Xi Chen; Pascal Poupart (AAAI, 2024)

Amortizing intractable inference in diffusion models for vision, language, and control. - Siddarth Venkatraman; Moksh Jain; Luca Scimeca; Minsu Kim 004; Marcin Sendera; Mohsin Hasan; Luke Rowe; Sarthak Mittal; Pablo Lemos; Emmanuel Bengio; Alexandre Adam; Jarrid Rector-Brooks; et al. (NeurIPS, 2024)

Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction. - Jarrid Rector-Brooks; Mohsin Hasan; Zhangzhi Peng; Zachary Quinn; Cheng-Hao Liu; Sarthak Mittal; Nouha Dziri; Michael M. Bronstein; Yoshua Bengio; Pranam Chatterjee; Alexander Tong 001; Avishek Joey Bose (CoRR, 2024)

Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction. - Jarrid Rector-Brooks; Mohsin Hasan; Zhangzhi Peng; Cheng-Hao Liu; Sarthak Mittal; Nouha Dziri; Michael M. Bronstein; Pranam Chatterjee; Alexander Tong 001; Joey Bose (ICLR, 2025)

Long Short-Term Memory and Kolmogorov Arnold Network Theorem for epileptic seizure prediction. - Mohsin Hasan; Xufeng Zhao 001; Wenjuan Wu; Jiafei Dai; Xudong Gu; Asia Noreen (Eng. Appl. Artif. Intell., 2025)

Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models. - Siddarth Venkatraman; Mohsin Hasan; Minsu Kim 004; Luca Scimeca; Marcin Sendera; Yoshua Bengio; Glen Berseth; Nikolay Malkin (CoRR, 2025)

Solving Bayesian inverse problems with diffusion priors and off-policy RL. - Luca Scimeca; Siddarth Venkatraman; Moksh Jain; Minsu Kim 004; Marcin Sendera; Mohsin Hasan; Luke Rowe; Sarthak Mittal; Pablo Lemos; Emmanuel Bengio; Alexandre Adam; Jarrid Rector-Brooks; et al. (CoRR, 2025)

SHAP-Driven Feature Analysis Approach for Epileptic Seizure Prediction. - Mohsin Hasan; Wenjuan Wu; Xufeng Zhao 001 (J. Medical Syst., 2025)