Publications

FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution

Under review at LREC 2025, 2025

Authors: Syed Rifat Raiyan, Md Farhan Ishmam, Abdullah Al Imran, Mohammad Ali Moni.

Citation (IEEE format): S. R. Raiyan, M. F. Ishmam, A. A. Imran and M. A. Moni, “FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution,” arXiv preprint arXiv:2510.16439, 2025.

@article{raiyan2025frugalprompt,
     title={FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution},
     author={Raiyan, Syed Rifat and Ishmam, Md Farhan and Imran, Abdullah Al and Moni, Mohammad Ali},
     journal={arXiv preprint arXiv:2510.16439},
     year={2025}
 }

PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems

Published in Findings of the Association for Computational Linguistics: IJCNLP-AACL 2025, 2025

Authors: Oshayer Siddique†, J. M Areeb Uzair Alam†, Md Jobayer Rahman Rafy†, Syed Rifat Raiyan†, Hasan Mahmud, Md Kamrul Hasan.

Citation (IEEE format): O. Siddique, J. M. A. U. Alam, M. J. R. Rafy, S. R. Raiyan, H. Mahmud and M. K. Hasan, “PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems,” arXiv preprint arXiv:2508.00079, 2025.

@article{siddique2025physicseval,
     title={PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems},
     author={Siddique, Oshayer and Alam, JM and Rafy, Md Jobayer Rahman and Raiyan, Syed Rifat and Mahmud, Hasan and Hasan, Md Kamrul},
     journal={arXiv preprint arXiv:2508.00079},
     year={2025}
 }

SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding

Published in Proceedings of the 8th Asian Conference on Pattern Recognition (ACPR 2025), 2025

Oral Presentation

Authors: Syed Rifat Raiyan, Md. Hasanul Kabir.

Citation (IEEE format): S. R. Raiyan and M. H. Kabir, “SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding,” arXiv preprint arXiv:2503.12368, 2025.

@article{raiyan2025screedsolo,
     title={SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding},
     author={Raiyan, Syed Rifat and Kabir, Md Hasanul},
     journal={arXiv preprint arXiv:2503.12368},
     year={2025}
 }

HaSPeR: An Image Repository for Hand Shadow Puppet Recognition

Published in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (WCCA Oral), 2025

Oral Presentation

Outstanding Presentation 🏆

Authors: Syed Rifat Raiyan, Zibran Zarif Amio, Sabbir Ahmed.

Citation (IEEE format): S. R. Raiyan, Z. Z. Amio, and S. Ahmed, “HaSPeR: An Image Repository for Hand Shadow Puppet Recognition,” arXiv preprint arXiv:2408.10360, 2024.

@misc{raiyan2024hasper,
     title={HaSPeR: An Image Repository for Hand Shadow Puppet Recognition},
     author={Syed Rifat Raiyan and Zibran Zarif Amio and Sabbir Ahmed},
     year={2024},
     eprint={2408.10360},
     archivePrefix={arXiv},
     primaryClass={cs.CV}
 }

Math Word Problem Solving by Generating Linguistic Variants of Problem Statements

Published in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2023

Poster Presentation

Authors: Syed Rifat Raiyan, Md. Nafis Faiyaz, Shah Md. Jawad Kabir, Mohsinul Kabir, Hasan Mahmud, Md Kamrul Hasan.

Citation (IEEE format): S. R. Raiyan, Md. N. Faiyaz, S. Md. J. Kabir, M. Kabir, H. Mahmud, and M. K. Hasan, “Math Word Problem Solving by Generating Linguistic Variants of Problem Statements,” arXiv preprint arXiv:2306.13899, 2023.

@misc{raiyan2023math,
     title={Math Word Problem Solving by Generating Linguistic Variants of Problem Statements},
     author={Syed Rifat Raiyan and Md. Nafis Faiyaz and Shah Md. Jawad Kabir and Mohsinul Kabir and Hasan Mahmud and Md Kamrul Hasan},
     year={2023},
     eprint={2306.13899},
     archivePrefix={arXiv},
     primaryClass={cs.CL}
 }

BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews

Published in Findings of the Association for Computational Linguistics: ACL 2023, 2023

Authors: Mohsinul Kabir†, Obayed Bin Mahfuz†, Syed Rifat Raiyan†, Hasan Mahmud, and Md Kamrul Hasan.

Citation (IEEE format): M. Kabir, O. B. Mahfuz, S. R. Raiyan, H. Mahmud, and M. K. Hasan, “BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews,” arXiv preprint arXiv:2305.06595, 2023.

@misc{kabir2023banglabook,
     title={BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews},
     author={Mohsinul Kabir and Obayed Bin Mahfuz and Syed Rifat Raiyan and Hasan Mahmud and Md Kamrul Hasan},
     year={2023},
     eprint={2305.06595},
     archivePrefix={arXiv},
     primaryClass={cs.CL}
 }