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 (MIPR, 2018)

NumtaDB - Assembled Bengali Handwritten Digits. - Samiul Alam; Tahsin Reasat; Rashed Mohammad Doha; Ahmed Imtiaz Humayun (CoRR, 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 001 (CoRR, 2018)

Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge. - Samiul Alam; Tahsin Reasat; Asif Shahriyar Sushmit; Sadi Mohammad Siddiquee; Fuad Rahman 001; Mahady Hasan; Ahmed Imtiaz Humayun (CoRR, 2020)

A Large Multi-target Dataset of Common Bengali Handwritten Graphemes. - Samiul Alam; Tahsin Reasat; Asif Shahriyar Sushmit; Sadi Mohammad Siddiquee; Fuad Rahman 001; Mahady Hasan; Ahmed Imtiaz Humayun (ICDAR (4), 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)

Improved and Intelligent Heart Disease Prediction System Using Machine Learning Algorithm. - Nusrat Alam; Samiul Alam; Farzana Tasnim; Sanjida Sharmin (MIET (1), 2022)

FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction. - Samiul Alam; Luyang Liu; Ming Yan 006; Mi Zhang 002 (NeurIPS, 2022)

FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. - Jingwei Sun 002; Ang Li 005; Lin Duan; Samiul Alam; Xuliang Deng; Xin Guo 008; Haiming Wang 002; Maria Gorlatova; Mi Zhang 002; Hai Li 001; Yiran Chen 001 (SenSys, 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)

FedAudio: A Federated Learning Benchmark for Audio Tasks. - Tuo Zhang; Tiantian Feng; Samiul Alam; Sunwoo Lee 001; Mi Zhang 002; Shrikanth S. Narayanan; Salman Avestimehr (ICASSP, 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; et al. (CoRR, 2023)

GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. - Tuo Zhang; Tiantian Feng; Samiul Alam; Mi Zhang 002; Shrikanth S. Narayanan; Salman Avestimehr (CoRR, 2023)

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things. - Samiul Alam; Tuo Zhang; Tiantian Feng; Hui Shen; Zhichao Cao 001; Dong Zhao; JeongGil Ko; Kiran K. Somasundaram; Shrikanth S. Narayanan; Salman Avestimehr; Mi Zhang 002 (CoRR, 2023)

Skin Conductance Response Artifact Reduction: Leveraging Accelerometer Noise Reference and Deep Breath Detection. - Md. Rafiul Amin; Samiul Alam; Saman Khazaei; Hamid Fekri Azgomi; Rose T. Faghih (IEEE Access, 2024)

IoT in the Era of Generative AI: Vision and Challenges. - Xin Wang 120; Zhongwei Wan; Arvin Hekmati; Mingyu Zong; Samiul Alam; Mi Zhang 002; Bhaskar Krishnamachari (CoRR, 2024)

The Internet of Things in the Era of Generative AI: Vision and Challenges. - Xin Wang 120; Zhongwei Wan; Arvin Hekmati; Mingyu Zong; Samiul Alam; Mi Zhang 002; Bhaskar Krishnamachari (IEEE Internet Comput., 2024)

Efficient Large Language Models: A Survey. - Zhongwei Wan; Xin Wang 120; Che Liu; Samiul Alam; Yu Zheng 022; Jiachen Liu; Zhongnan Qu; Shen Yan; Yi Zhu; Quanlu Zhang; Mosharaf Chowdhury; Mi Zhang 002 (Trans. Mach. Learn. Res., 2024)

GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. - Tuo Zhang; Tiantian Feng; Samiul Alam; Dimitrios Dimitriadis; Sunwoo Lee 001; Mi Zhang 002; Shrikanth S. Narayanan; Salman Avestimehr (CVPR Workshops, 2025)

GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. - Maolin Gan; Lanpeng Li; Samiul Alam; Li Liu 048; Luyang Liu; Mi Zhang 002; Zhichao Cao 001 (INFOCOM, 2025)

dataLDA: Analyzing Data Quality in Big Data Using Traditional Approaches vs. Latent Dirichlet Allocation - Systematic Review. - Sayed Abu Sayeed; Naresh Kshetri; Mir Mehedi Rahman; Samiul Alam; Abdur Rahman (ISDFS, 2025)

FSCsec: Collaboration in Financial Sector Cybersecurity - Exploring the Impact of Resource Sharing on IT Security. - Sayed Abu Sayeed; Mir Mehedi Rahman; Samiul Alam; Naresh Kshetri (ISDFS, 2025)

SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression. - Xin Wang 120; Samiul Alam; Zhongwei Wan; Hui Shen; Mi Zhang 002 (NAACL (Long Papers), 2025)

Artificial Intelligence of Things: A Survey. - Shakhrul Iman Siam; Hyunho Ahn; Li Liu 048; Samiul Alam; Hui Shen; Zhichao Cao 001; Ness B. Shroff; Bhaskar Krishnamachari; Mani Srivastava 001; Mi Zhang 002 (ACM Trans. Sens. Networks, 2025)

Reading Recognition in the Wild. - Charig Yang; Samiul Alam; Shakhrul Iman Siam; Michael J. Proulx; Lambert Mathias; Kiran K. Somasundaram; Luis Pesqueira; James Fort; Sheroze Sheriffdeen; Omkar M. Parkhi; Carl Yuheng Ren; Mi Zhang 002; et al. (CoRR, 2025)