• August 28, 2026: Invited to review for ICLR 2027!
• August 21, 2026: Two papers (GenAI and Reasoning) have been accepted to EMNLP 2026 Findings!
• August 21, 2026: One solo-author bio-world modeling work is accepted to MLCB 2026!
• August 4, 2026: Two papers spanning clinical reasoning and visual robustness in VLMs are submitted to ACL ARR August 2027 (EACL 2027)!
• August 1, 2026: One paper on healthcare equity is accepted to to ACM EAAMO 2027!
• July 28, 2026: Two papers spanning Healthcare Foundation Models, Uncertainty, and Fairness are submitted to AAAI 2027!
• July 18, 2026: Invited to review for AAAI 2027!
• July 7, 2026: Invited to review for MLCB 2026!
• July 6, 2026: Attended ICML 2026 physically in Seoul, South Korea, to present our works! It was amazing!
• July 5, 2025: Grateful to have reached the milestone of 500 citations on Google Scholar!
• June 19, 2026: Some papers are accepted to ICML 2026 workshops (2 new reasoning benchmarks in AI4Math, 1 paper on AI detectors in GenAI4Creativity, and we'll present Mina [ACL'26 Findings] in AI4Law and Muslims in ML workshop)!
• June 15, 2026: I'm co-organizing the 6th Muslims in ML workshop, co-located with ICML 2026! If you are a Muslim attending ICML 2026, please join us for the workshop and networking event!
• June 10, 2026: Invited to review for Transactions on Machine Learning Research (TMLR) (one of the most respected and prominent ML journals)!
• June 5, 2026: One review paper I supervised in CIOL is accepted to Digital Twins and Applications journal!
• May 29, 2026: One research I led is accepted to International Journal of Production Research (IJPR) (#1 Journal in Operations Research according to Google Scholar)!
• May 21, 2026: One solo-author paper accepted to ACM BCB 2026 (Top 20%, Oral)! (didn't manage to present due to financial constraints)
• May 20, 2026: Won Second Place (First Author) in the IISE 2026 Health Systems Best Track Paper Award!
• May 14, 2026: Received GOLD Reviewer award in ICML 2026!
• May 12, 2026: Two journal articles are accepted! One on GNN Application and one on AI and creativity.
• May 10, 2026: Reached the milestone of 400 citations in Google Scholar!
• May 7, 2026: Multiple papers on Foundational Models (LLM/VLMs), Reasoning, and Healthcare are submitted to NeurIPS 2026!
• April 30, 2026: Three papers have been accepted to the ICML 2026 (A*)! One first-author main track paper, two position papers (with one first-author SPOTLIGHT)! It is the first ever ICML Position Paper Spotlight from Bangladesh!
• April 21, 2026: Both of my first author submissions has been accepted to the 27th International Conference on AI in Education (AIED 2026) (A)!
• April 21, 2026: Two first-author paper accepted to CVPR 2026 workshops!
• April 17, 2026: One co-first author paper has been accepted to the ACM FAccT 2026!
• April 7, 2026: Two (one first-author) (AI Agent Design + Evaluation [Findings] and LID [Main]) works have been accepted to the ACL 2026 (A*)!
• March 25, 2026: Invited to serve as a reviewer in NeurIPS 2026!
• March 23, 2026: Two first-author works have been accepted to the ACM Interactive Health 2026 (IH'26) conference by ACM SIG-CHI!
• March 13, 2026: My first author paper CADGL (on Drug-Drug Interactions) is accepted to IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) (Q1) (IF: 4.5, CiteScore: 9.7) after 26 months of review!
• March 4, 2026: GROVE is nominated for Best Paper Award at Health Systems Engineering Track of IISE 2026!
• March 2, 2026: Invited to serve as a reviewer in UAI 2026!
• March 2, 2026: One solo-author work on biomedical world modeling (Single-Cell Perturbation) is accepted to ICLR 2026 workshop on Generative AI in Genomics!
• March 1, 2026: One work evaluating physio-linguistic capabilities of world model architectures in accepted to ICLR 2026 World Modeling workshop!
• February 28, 2025: Both full-paper submissions (healthcare AI and Advanced Manufacturing - AI) are accepted for publication at IISE 2026!
• February 17, 2026: Two papers accepted to PAKDD 2026 Data Science: Foundations and Applications (DSFA) track!
• February 3, 2026: Invited to serve as a reviewer in ICML 2026!
• January 25, 2026: Two papers on VLM reasoning (SpatiaLab) and understanding (Kaleidoscope) are accepted to ICLR 2026! It is the first ever ICLr paper from Bangladesh!
• January 24, 2026: One position paper arguing why and how biomedical AI suffers when generalist models are used in high-risk healthcare applications is accepted to the EACL 2026 Workshop on Linguistic Analysis for Health for Oral presentation.
• December 16, 2025: All three submissions (healthcare, data analytics and AI) are accepted for oral presentation at IISE Annual Conference and Expo 2026!
• December 9, 2025: Two papers on health informatics (sleep quality and clinical time series prediction) are accepted to ICCIT'26!
• November 29, 2025: One paper on health informatics (X-ray analysis) is acceptd to IISE Transactions on Healthcare Systems Engineering!
• November 8, 2025: One work on advanced manufacturing (ML optimization) is accepted to International Journal of Advanced Manufacturing Technology (Q1)!
• October 31, 2025: My work on developing robust Clinical AI datasets is accepted to EurIPS 2025 Workshop on Multimodal Representation Learning for Healthcare!
• October 29, 2025: Grateful to have reached the milestone of 200 citations on Google Scholar!
• October 15, 2025: My work on Governance of AI-Enabled Biodesign Tools is accepted to NeurIPS 2025 Biosecurity Safeguards for GenAI Workshop!
• October 10, 2025: Invited to review for Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) (Impact Factor 18.6 and CiteScore 35)!
• September 25, 2025: My work on Precise Oxygen Level Control with AI is accepted to NeurIPS 2025 AI for Science Workshop!
• September 25, 2025: My position paper on Scalable and Safe Clinical MLLM Deployment is accepted to three NeurIPS 2025 Workshops: (i) GenAI for Health: Potential, Trust, and Policy Compliance, (ii) Multi-modal FMs and LLMs for Life Sciences, and (iii) Biosecurity Safeguards for Generative AI!
• September 25, 2025: My work on addressing the limits of Human-in-the-Loop oversight in FinAI is accepted to NeurIPS 2025 Workshop on Generative AI in Finance (One reviewer rated it very high quality and nominated for best paper award!)!
• September 23, 2025: My perspective paper on Biological AI Safety and Regulation is accepted to NeurIPS 2025 Workshop on (i) Regulatable ML (One reviewer rated it 8!) and (ii) Biosecurity Safeguards for Generative AI! One work on risk assessment of deepfakes is also accepted here!
• September 23, 2025: My work on GFLowNets for better DDI systems is accepted to NeurIPS 2025 Workshop on Structured Probabilistic Inference & Generative Modeling!
• October 10, 2025: Invited to review for IEEE Transactions on Affective Computing (IF 9.8, CiteScore 18.5)!
• Aug-Sep, 2025: Served as a reviewer in 8 NeurIPS 2025 Workshops.
• August 22, 2025: Joined HTGAA (MIT Media Lab) as a Global Teaching Assistant! Will work on curriculum and lab automation projects.
• August 15, 2025: I reached the milestone of 100 citations on Semantic Scholar!!
• August 12, 2025: I have successfully defended my undergrad thesis titled, Identification of Optimal Process Parameters for Engraving Curved Microchannels on Acrylic Materials Using CO2 Laser, with a grade of A+ (4.0/4.0)! We investigated how curvature affects the precision of CO₂ laser micromachining on acrylic (PMMA) and identified parameter settings that maintain dimensional accuracy while limiting thermal effects. Simulations and probabilistic machine learning models validated these results, highlighting their relevance for biomedical and industrial designs that require curved microchannels.
• July 3, 2025: Two papers on Generative AI for Health are accepted to IJCAI GENAI4HEALTH workshop!
• July 1, 2025: One papers on Generative AI for Health are accepted to IEEE BHI 2025 Abstracts!
• June 19, 2025: Three papers on LLM Evaluation, Application and AI Agents is accepted to CSCW 2025 Posters!
• June 5, 2025: I reached the milestone of 100 citations on Google Scholar (before undergrad thesis defense!)!!
• June 8, 2025: Joined Pi School of AI as a Fellow! Wotking on EVE project by European Space Agency!
• June 1, 2025: My work on GFLowNets for better DDI systems in accepted to ICANN'25!
• May 15, 2025: Presented multiple projects at Aya Expedition 2.0, including those I led: MM Clinical Understanding and MM Legal Assistant Agent—the latter successfully passed two stages of the Bangladesh Bar Council Exam! I was also part of several other projects selected for the final presentation.
• May 14, 2025: Presented my HTGAA Final Individual Project on designing de novo Lignin-Degrading Enzymes for Biomass Valorization to the global community!
• May 13, 2025: One solo author position paper advocating specialized LLMs instead of general-purpose LLMs for healthcare is accepted to CVPR 2025 Multimodal Foundation Models for Biomedicine Workshop!
• May 3, 2025: Awarded the third place in the IISE QCRE 2025 Data Challenge!
• May, 2025: Participated in Reasoning Datasets Competition by HuggingFace with multilevel-legal-reasoning dataset!
• April, 2025: Kaleidoscope, my third project with Cohere for AI Community is now live! Along with 40+ researchers world-wide, we built a massively multilingual vision benchmark to evaluate LLMs using in-language exams.
• March 31, 2025: As part of Aya Expedition 2.0 with Cohere for AI, I am leading two projects focused on multilingual clinical and legal understanding and reasoning. We were awarded $2,000 in API credits to support the development and experimentation of these initiatives. Along with these, I am also actively involved in several other projects, including MedAya, Multilingual Long CoT, Embodied Reasoning, and more.
• March 30, 2025: One of my works on LLM evaluation is accepted to CHI 2025's Human-Centric LLM Evaluation Workshop. Two papers I mentored on AI governance are accepted to CHI 2025's Socio-technical AI Governance Workshop.
• March 28, 2025: Two more shared task papers I mentored on clinical reasoning and emotion detection is accepted to NAACL and ACL workshops!
• March 27, 2025: I participated in the ASAP Discovery x OpenADMET Antiviral Drug Discovery Challenge via Polaris. While my overall ranking in the competition wasn't at the very top, I managed to secure strong rankings in some setups. Read my LinkedIn post and technical report for details!
• March 31, 2025: Two more shared task papers I mentored on clinical reasoning and emotion detection is accepted to NAACL and ACL workshops!
• March 27, 2025: My work on Multi-lingual LLM Evaluation in accepted is accepted to CHI'24 HEAL (Human-centric LLM Evaluation and Auditing) workshop!
• March 05, 2025: My work on Interpretable Biomolecular Design using Genomes has been accepted at the ICLR'25 ML for Genomics Explorations workshop!
• March 05, 2025: One of my works on Agentic Safety has been accepted at the ICLR'25 Foundational Models in the Wild workshop!
• February 27, 2025: One of my works on AI Agents Application has been accepted at the NAACL 2025 Workshop on Language Models for Underserved Communities!
• February 27, 2025: Five out of the six submissions I actively advised—five from the CIOL Winter ML Bootcamp and one from HerWILL—have been accepted at the NAACL 2025 DravidianLanTech Workshop!
• February 28, 2025: My work on AI Agents for Social Impact has been accepted at the AAAI 2025 Workshop on Social Impact of AI!
• February 12, 2025: Joined How to Grow Almost Anything (HTGAA) 2025 by Community Biotechnology Initiative, MIT Media Lab as a Global Committed Listener!
• February 11, 2025: INCLUDE received spotlight in ICLR'25 (Top 5.1%)!
• February 8, 2025: My work on AI4DG in in Marginalized Communities has been accepted at the AAAI 2025 Workshop on Social Impact of AI!
• January 25, 2025: Two papers (Gaussian Graph Regularization and Bias Handling with MLMs) are accepted to DASFAA'25!
• January 23, 2025: One paper (INCLUDE, Cohere for AI Community Controbution) is accepted to ICLR'25 (A*-tier)!
• January 20, 2025: One first author paper on LLM Evaluation is accepted to WWW'25 (TheWebConf, A*-tier)!
• January 12, 2024: One project I mentored is accepted to AAAI 2025 PDLM Workshop!
• December 26, 2024: Organizing CIOL Winter ML Bootcamp! I'm the lead instructor and coordinator in this program!
• December 16, 2024: Both IISE abstracts are accepted for oral presentation at IISE Annual Conference and Expo 2025!
• December, 2024: Received 1000+ Stars on GitHub!
• November 04, 2024: One shared task paper accepted to CHiPSAL workshop at COLING'25!
• October 15, 2024: One work is accepted for a oral (only 3 are selected!) presentation in Harms & Risks of AI in the Military workshop at Mila!
• October 1, 2024: Two works I mentored have been accepted at the DigiTwin 2024 Conference.
• September 20, 2024: One paper on Geometry-Aware Facial Expression Learning is accepted to ACCV'24!
• September 19, 2024: One paper is accepted to EMNLP'24 NLP for Science workshop!
• September 12, 2024: One paper on GNN-based Explainable Hate Speech Detection is accepted to EMNLP'24 NLP for Positive Impact workshop!
• August 10, 2024: Three workshop papers from ACL'24 are published in ACL Anthology > [HRGraph], [SMM4H Task 3], [SMM4H Task 5].
• JAugust-September, 2024: I'll be reviewing in EMNLP'25, CSCW'25, TEI'25, and more top tir conferences!
• August, 2024: Joined Cohere for AI - Aya Expedition Projects as open source contributor!
• July 17, 2024: One paper on Human-centric NLP (LLMs) and Human-AI collaborative spaces is accepted to CSCW'24 Posters.
• July, 2024: Will be joining Computational Neuroscience Summer School by Neuromatch Academy in July 2024.
• June 17, 2024: One paper is accepted to ICML'24 Workshops (Large Language Models and Cognition)!
• June, 2024: Will be joining Climate Change AI Summer School by in June-Aug. 2024.
• May 1, 2024: Awarded 1 Year ACM Membership for my service in IDC 2024, as a reviewer.
• April 1-20, 2024: Joined the program committee of TextGraphs-17 and ClimateNLP workshops co-located with ACL 2024.
• April - July, 2024: Will be serving reviewer at several ACL'24 and ICML'24 workshops!
• March - April, 2024: Received ICLR Travel Award (DEI) as an early student researcher! But, failed to travel due to visa issues :(
• March 25, 2024: One paper on LLM Auditing and Evaluation is accepted to CHI'24 HEAL (Human-centric LLM Evaluation and Auditing) workshop!
• March, 2024: Served as a reviewer in ACL ARR (Feb 2024)!
• March 17, 2024: Two papers on Dark sides of LLM-assisted Writing are accepted to CHI'24 In2Writing workshop!
• February 20, 2024: One paper on Bangla Knowledge Graph is accepted to COLING'24.
• February 16, 2024: Two papers are accepted (Invited to Present) to ICLR Tiny Papers Track.
• December, 2023 - January, 2024: Served as a reviewer in ICLR Tiny Papers Track!
• December, 2023: Served as a reviewer in Complex & Intelligent Systems Journal (IF 5.8)!
• October, 2023: Two papers are accepted in NeurIPS'23 Workshops!
• August, 2023: Become a Kaggle Notebook Grandmaster (3rd Kaggle GM in Bangladesh).
• May, 2023: Selected as a finalist of IISE QCRE Data Challenge 2023.
• October, 2022: Joined DILab, as a research student.
• March, 2022: Founded CIOL, bridging IPE and AI through research.

→ View my list of Rejections and Failures!