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Samiul Alam
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Year
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
1522022
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
1292024
Numtadb-assembled bengali handwritten digits
S Alam, T Reasat, RM Doha, AI Humayun
arXiv preprint arXiv:1806.02452, 2018
512018
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
362023
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
312022
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
232023
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
222024
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
172022
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
102024
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
102023
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
102018
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
52025
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
32023
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
32018
Federated learning benchmarks and frameworks for artificial intelligence of things
S Alam
Michigan State University, 2023
22023
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
12024
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
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