Samiul Alam

According to our database, Samiul Alam authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

IoT in the Era of Generative AI: Vision and Challenges.

Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari

CoRR, 2024

2023

Efficient Large Language Models: A Survey.

Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

CoRR, 2023

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things.

Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran Somasundaram, Shrikanth S. Narayanan, Salman Avestimehr, Mi Zhang

CoRR, 2023

GPT-FL: Generative Pre-trained Model-Assisted Federated Learning.

Tuo Zhang, Tiantian Feng, Samiul Alam, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr

CoRR, 2023

OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking.

Fazle Rabbi Rakib, Souhardya Saha Dip, Samiul Alam, Nazia Tasnim, Md. Istiak Hossain Shihab, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Marsia Haque Meghla, Mamunur Mamun, Farig Sadeque, Sayma Sultana Chowdhury, Tahsin Reasat, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun

CoRR, 2023

FedAudio: A Federated Learning Benchmark for Audio Tasks.

Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Bengali Common Voice Speech Dataset for Automatic Speech Recognition.

Samiul Alam, Asif Shahriyar Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun

CoRR, 2022

FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.

Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction.

Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improved and Intelligent Heart Disease Prediction System Using Machine Learning Algorithm.

Nusrat Alam, Samiul Alam, Farzana Tasnim, Sanjida Sharmin

Proceedings of the Machine Intelligence and Emerging Technologies, 2022

2021

On-Board Signal Quality Assessment Guided Compression of Photoplethysmogram for Personal Health Monitoring.

Samiul Alam, Rajarshi Gupta, Kaushik Das Sharma

IEEE Trans. Instrum. Meas., 2021

A Large Multi-target Dataset of Common Bengali Handwritten Graphemes.

Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge.

Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun

CoRR, 2020

2018

AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018.

Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman

CoRR, 2018

NumtaDB - Assembled Bengali Handwritten Digits.

Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun

CoRR, 2018

Predictive Real-Time Beat Tracking from Music for Embedded Application.

Irfan Al-Hussaini, Ahmed Imtiaz Humayun, Samiul Alam, Shariful Islam Foysal, Abdullah Al Masud, Arafat Mahmud, Rakibul Islam Chowdhury, Nabil Ibtehaz, Sums Uz Zaman, Rakib Hyder, Sayeed Shafayet Chowdhury, Mohammad Ariful Haque

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018