Md. Kowsher

39 papers B 1C 1Journal 25Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting.
NAACL (Findings)
Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025 J jnl
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting.
CoRR
Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025 — conf
Does Self-Attention Need Separate Weights in Transformers?
NAACL (Industry Track)
Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2025 — conf
Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation.
HCI (69)
Sina Abdidizaji, Md. Kowsher, Niloofar Yousefi, Ivan Garibay
2025 J jnl
Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation.
CoRR
Sina Abdidizaji, Md. Kowsher, Niloofar Yousefi, Ivan Garibay
2025 J jnl
How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation.
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi
2025 J jnl
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models.
CoRR
Nusrat Jahan Prottasha, Upama Roy Chowdhury, Shetu Mohanto, Tasfia Nuzhat, Abdullah As Sami, Md Shamol Ali, Md. Shohanur Islam Sobuj, Hafijur Raman, Md. Kowsher, Ozlem O. Garibay
2025 — conf
Predicting Through Generation: Why Generation Is Better for Prediction.
ACL (1)
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025 J jnl
Predicting Through Generation: Why Generation Is Better for Prediction.
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025 B conf
Propulsion: Steering LLM with Tiny Fine-Tuning.
COLING
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
2025 — conf
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates.
ACL (1)
Md. Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Chen Chen, Mojtaba Soltanalian, Niloofar Yousefi
2025 J jnl
SliceFine: The Universal Winning-Slice Hypothesis for Pretrained Networks.
CoRR
Md. Kowsher, Ali O. Polat, Ehsan Mohammady Ardehaly, Mehrdad Salehi, Zia Ghiasi, Prasanth Murali, Chen Chen
2025 — conf
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking.
ACL (Findings)
Shahriar Kabir Nahin, Rabindra Nath Nandi, Sagor Sarker, Quazi Sarwar Muhtaseem, Md. Kowsher, Apu Chandraw Shill, Md Ibrahim, Mehadi Hasan Menon, Tareq Al Muntasir, Firoj Alam
2025 J jnl
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking.
CoRR
Shahriar Kabir Nahin, Rabindra Nath Nandi, Sagor Sarker, Quazi Sarwar Muhtaseem, Md. Kowsher, Apu Chandraw Shill, Md Ibrahim, Mehadi Hasan Menon, Tareq Al Muntasir, Firoj Alam
2025 J jnl
User Profile with Large Language Models: Construction, Updating, and Benchmarking.
CoRR
Nusrat Jahan Prottasha, Md. Kowsher, Hafijur Raman, Israt Jahan Anny, Prakash Bhat, Ivan Garibay, Ozlem O. Garibay
2024 J jnl
Changes by Butterflies: Farsighted Forecasting with Group Reservoir Transformer.
CoRR
Md. Kowsher, Jia Xu
2024 J jnl
Does Self-Attention Need Separate Weights in Transformers?
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2024 J jnl
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs.
CoRR
Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat
2024 — conf
L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS.
Tiny Papers @ ICLR
Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat
2024 J jnl
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting.
CoRR
Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi
2024 J jnl
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning.
CoRR
Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay
2024 J jnl
Propulsion: Steering LLM with Tiny Fine-Tuning.
CoRR
Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
2024 J jnl
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates.
CoRR
Md. Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi
2024 — conf
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM.
NLDB (2)
Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin
2024 J jnl
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM.
CoRR
Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin
2023 J jnl
A Comprehensive Review on Big Data for Industries: Challenges and Opportunities.
IEEE Access
Supriya Sarker, Mohammad Shamsul Arefin, Md. Kowsher, Touhid Bhuiyan, Pranab Kumar Dhar, Oh-Jin Kwon
2023 J jnl
Impact learning: A learning method from feature's impact and competition.
J. Comput. Sci.
Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2023 J jnl
Prognosis and Treatment Prediction of Type-2 Diabetes Using Deep Neural Network and Machine Learning Classifiers.
CoRR
Md. Kowsher, Mahbuba Yesmin Turaba, Tanvir Sajed, M. M. Mahabubur Rahman
2022 J jnl
A review on job scheduling technique in cloud computing and priority rule based intelligent framework.
J. King Saud Univ. Comput. Inf. Sci.
Saydul Akbar Murad, Abu Jafar Md Muzahid, Zafril Rizal M. Azmi, Md Imdadul Hoque, Md. Kowsher
2022 J jnl
AI Powered Asthma Prediction Towards Treatment Formulation: An Android App Approach.
Intell. Autom. Soft Comput.
Saydul Akbar Murad, Apurba Adhikary, Abu Jafar Md Muzahid, Md. Murad Hossain Sarker, Md. Ashikur Rahman Khan, Md. Bipul Hossain, Anupam Kumar Bairagi, Mehedi Masud, Md. Kowsher
2022 — conf
BSDRM: A Machine Learning Based Bug Triaging Model to Recommend Developer Team.
MIET (2)
K. M. Aslam Uddin, Md. Kowsher, Kazi Sakib
2022 J jnl
Bangla-BERT: Transformer-Based Efficient Model for Transfer Learning and Language Understanding.
IEEE Access
Md. Kowsher, Abdullah As Sami, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Takeshi Koshiba
2022 J jnl
CARAN: A Context-Aware Recency-Based Attention Network for Point-of-Interest Recommendation.
IEEE Access
Md. Billal Hossain, Mohammad Shamsul Arefin, Iqbal H. Sarker, Md. Kowsher, Pranab Kumar Dhar, Takeshi Koshiba
2022 J jnl
Impact Learning: A Learning Method from Features Impact and Competition.
CoRR
Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2022 J jnl
Transfer Learning for Sentiment Analysis Using BERT Based Supervised Fine-Tuning.
Sensors
Nusrat Jahan Prottasha, Abdullah As Sami, Md. Kowsher, Saydul Akbar Murad, Anupam Kumar Bairagi, Mehedi Masud, Mohammed Baz
2021 — conf
SDSV: Angle Measurement for Supervised Classification.
ACLING
Md. Kowsher, Imran Hossen, Anik Tahabilder, Nusrat Jahan Prottasha, Md. Murad Hossain Sarker, Nazmul Ahasan, Md Imdadul Hoque
2021 — conf
SeqVectorizer: Sequence Representation in Vector Space.
NISS (ACM)
Md. Kowsher, Avishek Das, Md. Murad Hossain Sarker, Anik Tahabilder, Md. Zahidul Islam Sanjid
2020 — conf
Impact-Learning: A Robust Machine Learning Algorithm.
ICCCM
Md. Kowsher, Anik Tahabilder, Saydul Akbar Murad
2018 C conf
Type 2 Diabetics Treatment and Medication Detection with Machine Learning Classifier Algorithm.
IJCCI
Md. Kowsher, Farhana Sharmin Tithi, Tapasy Rabeya, Fahmida Afrin, Mohammad Nurul Huda