Samiul Alam

36 papers A* 2Misc 2Journal 24Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning.
IEEE Trans. Netw.
Maolin Gan, Lanpeng Li, Samiul Alam, Li Liu, Luyang Liu, Mi Zhang, Huacheng Zeng, Zhichao Cao
2026 — conf
InfotainPC: Exploring the Privacy Concerns Within in-Vehicle Infotainment Data Services Using TAM.
ISDFS
Samiul Alam
2026 J jnl
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents.
CoRR
Peizhou Huang, Zixuan Zhong, Zhongwei Wan, Donghao Zhou, Samiul Alam, Xin Wang, Zexin Li, Zhihao Dou, Li Zhu, Jing Xiong, Chaofan Tao, Yan Xu, Dimitrios Dimitriadis, Tuo Zhang, Mi Zhang
2025 J jnl
Artificial Intelligence of Things: A Survey.
ACM Trans. Sens. Networks
Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2025 J jnl
Benchmarking is Broken - Don't Let AI be its Own Judge.
CoRR
Zerui Cheng, Stella Wohnig, Ruchika Gupta, Samiul Alam, Tassallah Abdullahi, João Alves Ribeiro, Christian Nielsen-Garcia, Saif Mir, Siran Li, Jason Orender, Seyed Ali Bahrainian, Daniel Kirste, Aaron Gokaslan, Mikolaj Glinka, Carsten Eickhoff, Ruben Wolff
2025 — conf
FSCsec: Collaboration in Financial Sector Cybersecurity - Exploring the Impact of Resource Sharing on IT Security.
ISDFS
Sayed Abu Sayeed, Mir Mehedi Rahman, Samiul Alam, Naresh Kshetri
2025 — conf
GPT-FL: Generative Pre-trained Model-Assisted Federated Learning.
CVPR Workshops
Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2025 A* conf
GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning.
INFOCOM
Maolin Gan, Lanpeng Li, Samiul Alam, Li Liu, Luyang Liu, Mi Zhang, Zhichao Cao
2025 J jnl
Reading Recognition in the Wild.
CoRR
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, Yuning Chai, Richard A. Newcombe, Hyo Jin Kim
2025 — conf
SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression.
NAACL (Long Papers)
Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025 J jnl
SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression.
CoRR
Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025 — conf
dataLDA: Analyzing Data Quality in Big Data Using Traditional Approaches vs. Latent Dirichlet Allocation - Systematic Review.
ISDFS
Sayed Abu Sayeed, Naresh Kshetri, Mir Mehedi Rahman, Samiul Alam, Abdur Rahman
2024 J jnl
Artificial Intelligence of Things: A Survey.
CoRR
Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2024 J jnl
Efficient Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
2024 J jnl
FSCsec: Collaboration in Financial Sector Cybersecurity - Exploring the Impact of Resource Sharing on IT Security.
CoRR
Sayed Abu Sayeed, Mir Mehedi Rahman, Samiul Alam, Naresh Kshetri
2024 J jnl
FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things.
J. Data-centric Mach. Learn. Res.
Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran K. Somasundaram, Shrikanth Narayanan, Salman Avestimehr, Mi Zhang
2024 J jnl
IoT in the Era of Generative AI: Vision and Challenges.
CoRR
Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2024 J jnl
Skin Conductance Response Artifact Reduction: Leveraging Accelerometer Noise Reference and Deep Breath Detection.
IEEE Access
Md. Rafiul Amin, Samiul Alam, Saman Khazaei, Hamid Fekri Azgomi, Rose T. Faghih
2024 J jnl
The Internet of Things in the Era of Generative AI: Vision and Challenges.
IEEE Internet Comput.
Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2023 J jnl
Efficient Large Language Models: A Survey.
CoRR
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
2023 J jnl
FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things.
CoRR
Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran K. Somasundaram, Shrikanth S. Narayanan, Salman Avestimehr, Mi Zhang
2023 Misc conf
FedAudio: A Federated Learning Benchmark for Audio Tasks.
ICASSP
Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2023 J jnl
GPT-FL: Generative Pre-trained Model-Assisted Federated Learning.
CoRR
Tuo Zhang, Tiantian Feng, Samiul Alam, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2023 J jnl
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking.
CoRR
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
2022 J jnl
Bengali Common Voice Speech Dataset for Automatic Speech Recognition.
CoRR
Samiul Alam, Asif Shahriyar Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, Md. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun
2022 J jnl
FedAudio: A Federated Learning Benchmark for Audio Tasks.
CoRR
Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2022 A* conf
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction.
NeurIPS
Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
2022 J jnl
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction.
CoRR
Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
2022 Misc conf
FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.
SenSys
Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen
2022 — conf
Improved and Intelligent Heart Disease Prediction System Using Machine Learning Algorithm.
MIET (1)
Nusrat Alam, Samiul Alam, Farzana Tasnim, Sanjida Sharmin
2021 — conf
A Large Multi-target Dataset of Common Bengali Handwritten Graphemes.
ICDAR (4)
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2021 J jnl
On-Board Signal Quality Assessment Guided Compression of Photoplethysmogram for Personal Health Monitoring.
IEEE Trans. Instrum. Meas.
Samiul Alam, Rajarshi Gupta, Kaushik Das Sharma
2020 J jnl
Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge.
CoRR
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2018 J jnl
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018.
CoRR
Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman
2018 J jnl
NumtaDB - Assembled Bengali Handwritten Digits.
CoRR
Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha, Ahmed Imtiaz Humayun
2018 — conf
Predictive Real-Time Beat Tracking from Music for Embedded Application.
MIPR
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