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<h1>Publications</h1>
<hr style="height:6px;border-width:0;color:gray;background-color:gray">
<div>
<ol style="margin: 2%; padding: 1%; ">
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Balancing Power and Ethics: A Framework for Addressing Human Rights Concerns in Military AI</span>
<br>
Mst Rafia Islam, Azmine Toushik Wasi
</br>
<span style="color:rgb(31, 93, 187)"><a target="_blank" href="https://www.harms-risks-ai-military.org/"><b>Harms and Risks of AI in the Military</b></a> Workshop at Mila - Quebec AI Institute</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">HCI </span> ▪
<span style="color:rgb(241, 48, 0)">HMAI </span>
<hr>
</p>
</li>
<li><span style="font-weight: 800; font-size: 18pt;">Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages</span>
<br>
Siddhant Gupta, Siddh Singhal, and Azmine Toushik Wasi
</br>
<span style="color:rgb(31, 93, 187)"><b>COLING'25</b> CHiPSAL</span> Workshop ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">NLP </span></br>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Stages of Integrating Digital Twin in Fused Deposition Modelling</span>
<br>
Abdur Rahman, Azmine Toushik Wasi, Mahfuz Ahmed Anik, and Md Manjurul Ahsan
</br>
<span style="color:rgb(31, 93, 187)">DigiTwin Conference | Purdue University</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(0, 23, 99)">Poster</span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Sustainable Management of Rare Earth Elements for Clean Energy Using Prescriptive Digital Twins</span>
<br>
Mahfuz Ahmed Anik , Iqramul Hoque , MD Shafikul Islam, Azmine Toushik Wasi, Md Manjurul Ahsan and Mahathir Mohammad Bappy
</br>
<span style="color:rgb(31, 93, 187)">DigiTwin Conference | Purdue University</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(0, 23, 99)">Poster</span>
<hr>
</p>
</li>
<li><span style="font-weight: 800; font-size: 18pt;">Explainable Identification of Hate Speech towards Islam using Graph Neural Networks</span>
<br>
Azmine Toushik Wasi</span></a>
</br>
<span style="color:rgb(31, 93, 187)"><b>EMNLP'24</b> NLP for Positive Impact</span> Workshop ▪
<span style="color:rgb(31, 93, 187)"><b>NeurIPS'23</b> Muslims in ML</span> Workshop ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(0, 58, 34)">Oral </span> ▪
<span style="color:rgb(101, 7, 129)">GNN </span> ▪
<span style="color:rgb(7, 129, 7)">XAI </span>
</br>
<a target="_blank" href="https://arxiv.org/abs/2311.04916"><span style="color:rgb(88, 1, 38)">[arXiv]</span></a> ▪
<a target="_blank" href="https://openreview.net/forum?id=jG3Y7bA94N"><span style="color:rgb(87, 2, 2)">[OpenReview]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation</span>
<br>
Azmine Toushik Wasi
</br>
<span style="color:rgb(31, 93, 187)"><b>ACL'24</b> Knowledge Graphs and LLM Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(101, 7, 129)">GNN </span> ▪
<span style="color:rgb(101, 7, 129)">KG </span></br>
<a target="_blank" href="https://aclanthology.org/2024.kallm-1.6"><span style="color:rgb(255, 0, 0)">[ACL Anthology]</span></a>
<a target="_blank" href="https://youtu.be/r8KfRQFGwzM"><span style="color:rgb(155, 0, 0)">[Video]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
RoBERTa Ensemble for Identifying Children’s Medical Disorders in English Tweets</span>
<br>
Azmine Toushik Wasi, Sheikh Ayatur Rahman
</br>
<span style="color:rgb(31, 93, 187)"><b>ACL'24</b> Social Media for Health Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">NLP </span></br>
<a target="_blank" href="https://aclanthology.org/2024.smm4h-1.3/"><span style="color:rgb(255, 0, 0)">[ACL Anthology]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data</span>
<br>
Sheikh Ayatur Rahman, Azmine Toushik Wasi
</br>
<span style="color:rgb(31, 93, 187)"><b>ACL'24</b> Social Media for Health Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">NLP </span></br>
<a target="_blank" href="https://aclanthology.org/2024.smm4h-1.4/"><span style="color:rgb(255, 0, 0)">[ACL Anthology]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics</span>
<br>
Azmine Toushik Wasi
</br>
<span style="color:rgb(31, 93, 187)"><b>ICML'24</b> <a target="_blank" href="https://llm-cognition.github.io/#:~:text=CogErgLLM">LLMs and Cognition</a> Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">HCI </span>▪
<span style="color:rgb(241, 48, 0)">HMAI </span></br>
<a target="_blank" href="https://arxiv.org/abs/2407.02885"><span style="color:rgb(87, 2, 2)">[arXiv]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives</span>
<br>
Azmine Toushik Wasi, Raima Islam, Mst Rafia Islam, Taki Hasan Rafi, Dong-Kyu Chae
</br>
<span style="color:rgb(31, 93, 187)"><b>CHI'24</b> <a target="_blank" href="https://heal-workshop.github.io/">HEAL</a> Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">HCI </span>▪
<span style="color:rgb(241, 48, 0)">HMAI </span></br>
<a target="_blank" href="https://arxiv.org/abs/2407.18376"><span style="color:rgb(87, 2, 2)">[arXiv]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
LLMs as Writing Assistants: Exploring Perspectives on Sense of Ownership and Reasoning</span>
<br>
Azmine Toushik Wasi, Mst Rafia Islam, Raima Islam
</br>
<span style="color:rgb(31, 93, 187)"><b>CHI'24</b> <a target="_blank" href="https://in2writing.glitch.me/">In2Writing</a> Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">HCI </span>▪
<span style="color:rgb(241, 48, 0)">HMAI </span></br>
<a target="_blank" href="https://arxiv.org/abs/2404.00027"><span style="color:rgb(87, 2, 2)">[arXiv]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Ink and Individuality: Crafting a Personalised Narrative in the Age of LLMs</span>
<br>
Azmine Toushik Wasi, Raima Islam, Mst Rafia Islam
</br>
<span style="color:rgb(31, 93, 187)"><b>CHI'24</b> <a target="_blank" href="https://in2writing.glitch.me/">In2Writing</a> Workshop</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">HCI </span> ▪
<span style="color:rgb(241, 48, 0)">HMAI </span></br>
<a target="_blank" href="https://arxiv.org/abs/2404.00026"><span style="color:rgb(87, 2, 2)">[arXiv]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Neural Control System for Continuous Glucose Monitoring and Maintenance</span>
<br>
Azmine Toushik Wasi</span></a>
</br>
<span style="color:rgb(31, 93, 187)"><b>ICLR'24</b> Tiny Papers</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">CO </span> ▪
<span style="color:rgb(129, 7, 27)">Medical AI</span></br>
<a target="_blank" href="https://openreview.net/forum?id=Te4P3Cn54g"><span style="color:rgb(87, 2, 2)">[OpenReview]</span></a> ▪
<a target="_blank" href="https://arxiv.org/abs/2402.13852"><span style="color:rgb(88, 1, 38)">[arXiv]</span></a>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks</span>
<br>
Azmine Toushik Wasi</span></a>,
<a target="_blank" href="https://www.linkedin.com/in/md-shafikul-islam-sohan/">MD Shafikul Islam Sohan</a>,
<a target="_blank" href="#">Adipto Raihan Akib</a>
</br>
<span style="color:rgb(31, 93, 187)"><b>AAAI'24</b> Graphs and more Complex structures for Learning and Reasoning Workshop (Full Paper)</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(101, 7, 129)">GNN </span> ▪
<span style="color:rgb(241, 48, 0)">Supply Chains </span>▪
<span style="color:rgb(0, 87, 51)">Datasets and Benchmarks</span>
</br>
<a target="_blank" href="https://ciol-researchlab.github.io/works/SupplyGraph/"><span style="color:rgb(57, 0, 190)">[Paper Site]</span></a> ▪
<a target="_blank" href="https://arxiv.org/abs/2401.15299"><span style="color:rgb(88, 1, 38)">[arXiv]</span></a> ▪
<a target="_blank" href="https://github.com/ciol-research/SupplyGraph"><span style="color:rgb(39, 1, 88)">[GitHub]</span></a> ▪
<a target="_blank" href="https://www.kaggle.com/datasets/azminetoushikwasi/supplygraph-supply-chain-planning-using-gnns/data"><span style="color:rgb(1, 71, 88)">[Kaggle]</span></a>
<hr>
</p>
</li>
<li> <span style="font-weight: 800; font-size: 18pt;"> Optimizing Inventory Routing: A Decision-Focused Learning Approach using Neural Networks </span>
<br>
<a target="_blank" href="https://www.linkedin.com/in/md-shafikul-islam-sohan/">MD Shafikul Islam Sohan</a>,
Azmine Toushik Wasi</span></a>
</br>
<span style="color:rgb(31, 93, 187)"><b>NeurIPS'23</b> New in ML Workshop (Extended Abstracts)</span> ▪
<span style="color:rgb(0, 99, 58)">Accepted </span> ▪
<span style="color:rgb(241, 48, 0)">CO </span> ▪
<span style="color:rgb(241, 48, 0)">OR-ML </span> ▪
<span style="color:rgb(241, 48, 0)">Supply Chains </span>
</br>
<a target="_blank" href="https://ciol-researchlab.github.io/works/IRP_DFNN/index.html"><span style="color:rgb(57, 0, 190)">[Paper Site]</span></a> ▪
<a target="_blank" href="https://arxiv.org/abs/2311.00983"><span style="color:rgb(88, 1, 38)">[arXiv]</span></a> ▪
<a target="_blank" href="https://openreview.net/forum?id=r0fzjB8f7f&"><span style="color:rgb(87, 2, 2)">[OpenReview]</span></a>
<hr>
</p>
</li>
<!-- <li>
<p> One paper is in review!</p>
</li> -->
</ol>
</div>
<p></br></p>
<h2 style="text-align: left;">Works In Review</h2>
<hr>
<ol style="margin: 2%; padding: 1%; ">
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Graph Neural Networks in Supply Chain Optimization: Concepts, Perspectives, Dataset and Benchmarks</span>
<br>
Azmine Toushik Wasi, MD Shafikul Islam, Adipto Raihan Akib, and Mahathir Mohammad Bappy
</br>
<span style="color:rgb(0, 99, 58)">In Review </span> ▪
<span style="color:rgb(241, 48, 0)">GNN </span>▪
<span style="color:rgb(241, 48, 0)">Supply Chain </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
ধরণী (Dhoroni): A Novel Multi-Perspective Bangla Climate Change and Environmental News Dataset</span>
<br>
Azmine Toushik Wasi, Wahid Faisal, Abdur Rahman, and Taj Ahmad
</br>
<span style="color:rgb(0, 99, 58)">In Review </span> ▪
<span style="color:rgb(241, 48, 0)">Climate AI </span>▪
<span style="color:rgb(241, 48, 0)">BNLP </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Assessing Possibility of Legal AI in Bangladesh</span> <br>
Wahid Faisal, Mst Rafia Islam, Azmine Toushik Wasi
</br>
<span style="color:rgb(0, 99, 58)">In Review </span> ▪
<span style="color:rgb(241, 48, 0)">BNLP </span> ▪
<span style="color:rgb(241, 48, 0)">Legal AI </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Stages of Integrating Digital Twin in Fused Deposition Modelling</span> <br>
Abdur Rahman, Azmine Toushik Wasi, Mahfuz Ahmed Anik, and Md Manjurul Ahsan
</br>
<span style="color:rgb(0, 99, 58)">In Review </span> ▪
<span style="color:rgb(109, 38, 21)">DTP </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Sustainable Management of Rare Earth Elements for Clean Energy Using Prescriptive Digital Twins</span> <br>
Mahfuz Ahmed Anik , Iqramul Hoque , MD Shafikul Islam, Azmine Toushik Wasi, Mahathir Mohammad Bappy and Md Manjurul Ahsan
</br>
<span style="color:rgb(0, 99, 58)">In Review </span> ▪
<span style="color:rgb(109, 38, 21)">DTP </span>
<hr>
</p>
</li>
</ol>
<div>
</div>
<p></br></p>
<h2 style="text-align: left;">Ongoing Works</h2>
<hr>
<div>
<ol style="margin: 2%; padding: 1%; ">
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Adaptive Optimal Oxygen Level Controller for Critical Patients </span>
<br>
Azmine Toushik Wasi</span></a>,
<a target="_blank" href="https://www.linkedin.com/in/md-shafikul-islam-sohan/">MD Shafikul Islam Sohan</a>
</br>
<span style="color:rgb(0, 99, 58)">In Submission </span> ▪
<span style="color:rgb(241, 48, 0)">CO </span> ▪
<span style="color:rgb(129, 7, 27)">Medical AI</span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Presecriptive Analytics: A Review in the Landscape of Machine Learning</span>
</br>
<span style="color:rgb(0, 99, 58)">In Progress </span> ▪
<span style="color:rgb(241, 48, 0)">AML </span> ▪
<span style="color:rgb(241, 48, 0)">SCM </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Digital Twins in Manufacturing: A Review</span>
</br>
<span style="color:rgb(0, 99, 58)">In Progress </span> ▪
<span style="color:rgb(241, 48, 0)">AML </span> ▪
<span style="color:rgb(241, 48, 0)">SCM </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
Developing Methods to Apply Physics-Informed Neural Networks in Medical Imaging</span>
</br>
<span style="color:rgb(0, 99, 58)">In Progress </span> ▪
<span style="color:rgb(241, 48, 0)">DTP </span>
<hr>
</p>
</li>
<li style=" margin: 0; padding: 0;"> <span style="font-weight: 800; font-size: 18pt;">
A Large Scale Bangladesh E-commerce Product Dataset</span>
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<span style="color:rgb(0, 99, 58)">In Progress </span> ▪
<span style="color:rgb(241, 48, 0)">AML </span>
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