| FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction S Alam, L Liu, M Yan, M Zhang Advances in Neural Information Processing Systems, 2022 | 153 | 2022 |
| Efficient large language models: A survey Z Wan, X Wang, C Liu, S Alam, Y Zheng, J Liu, Z Qu, S Yan, Y Zhu, ... Transactions on Machine Learning Research (TMLR), 2024 | 129 | 2024 |
| Numtadb-assembled bengali handwritten digits S Alam, T Reasat, RM Doha, AI Humayun arXiv preprint arXiv:1806.02452, 2018 | 51 | 2018 |
| Fedaudio: A federated learning benchmark for audio tasks T Zhang, T Feng, S Alam, S Lee, M Zhang, SS Narayanan, S Avestimehr ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 37 | 2023 |
| FedSEA: A semi-asynchronous federated learning framework for extremely heterogeneous devices J Sun, A Li, L Duan, S Alam, X Deng, X Guo, H Wang, M Gorlatova, ... Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 31 | 2022 |
| A large multi-target dataset of common bengali handwritten graphemes S Alam, T Reasat, AS Sushmit, SM Siddique, F Rahman, M Hasan, ... International Conference on Document Analysis and Recognition, 383-398, 2021 | 25* | 2021 |
| Gpt-fl: Generative pre-trained model-assisted federated learning T Zhang, T Feng, S Alam, D Dimitriadis, S Lee, M Zhang, SS Narayanan, ... arXiv preprint arXiv:2306.02210, 2023 | 23 | 2023 |
| Iot in the era of generative ai: Vision and challenges X Wang, Z Wan, A Hekmati, M Zong, S Alam, M Zhang, B Krishnamachari IEEE Internet Computing, 2024 | 22 | 2024 |
| Bengali common voice speech dataset for automatic speech recognition S Alam, A Sushmit, Z Abdullah, S Nakkhatra, MD Ansary, SM Hossen, ... arXiv preprint arXiv:2206.14053, 2022 | 17 | 2022 |
| FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things S Alam, T Zhang, T Feng, H Shen, Z Cao, D Zhao, JG Ko, ... Journal of Data-centric Machine Learning Research, 2024 | 11 | 2024 |
| OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking FR Rakib, SS Dip, S Alam, N Tasnim, MIH Shihab, MN Ansary, ... Proc. INTERSPEECH 2023, 879-883, 2023 | 10 | 2023 |
| Predictive real-time beat tracking from music for embedded application I Al-Hussaini, AI Humayun, S Alam, SI Foysal, A Al Masud, A Mahmud, ... 2018 IEEE Conference on multimedia information processing and retrieval …, 2018 | 10 | 2018 |
| Artificial intelligence of things: A survey SI Siam, H Ahn, L Liu, S Alam, H Shen, Z Cao, N Shroff, B Krishnamachari, ... ACM Transactions on Sensor Networks 21 (1), 1-75, 2025 | 5 | 2025 |
| Sparse Multichannel Decomposition of Electrodermal Activity With Physiological Priors S Alam, MR Amin, RT Faghih IEEE Open Journal of Engineering in Medicine and Biology 4, 234-250, 2023 | 3 | 2023 |
| AI learns to recognize Bengali handwritten digits: Bengali. AI computer vision challenge 2018 SA Kamran, AI Humayun, S Alam, RM Doha, MK Mandal, T Reasat, ... arXiv preprint arXiv:1810.04452, 2018 | 3 | 2018 |
| Federated learning benchmarks and frameworks for artificial intelligence of things S Alam Michigan State University, 2023 | 2 | 2023 |
| Skin Conductance Response Artifact Reduction: Leveraging Accelerometer Noise Reference and Deep Breath Detection MR Amin, S Alam, S Khazaei, HF Azgomi, RT Faghih IEEE Access, 2024 | 1 | 2024 |
| GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning M Gan, L Li, S Alam, L Liu, L Liu, M Zhang, Z Cao IEEE International Conference on Computer Communications (InfoCom), 2025 | | 2025 |
| MTL-SVD: Minimizing Singular Value Truncation Loss for Large Language Model Compression MZ Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen Annual Conference of the Nations of the Americas Chapter of the ACL (NAACL), 2025 | | 2025 |
| Unveiling productivity: The interplay of cognitive arousal and expressive typing in remote work with multi-state filtering S Alam, S Khazaei, RT Faghih Plos one 19 (5), e0300786, 2024 | | 2024 |
Mi ZhangAssociate Professor, Director of AIoT and MLSys Lab, The Ohio State University確認したメール アドレス: osu.edu