PhD student, SPEED Lab, Florida Atlantic University.
CurrentService & mentoring
Reviewing for NeurIPS, CVPR, ICLR and more, organizing events, and helping the next group of researchers get started.
Peer review
Conferences & workshops
- Conference on Neural Information Processing Systems (NeurIPS) ★
- International Conference on Learning Representations (ICLR) ★
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ★
- European Conference on Computer Vision (ECCV) ★
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ★
- Annual Meeting of the Association for Computational Linguistics (ACL) ★
- IEEE International Conference on Robotics and Automation (ICRA)
- IEEE International Conference on Distributed Computing Systems (ICDCS)
- NeurIPS Efficient Natural Language and Speech Processing (ENLSP) Workshop
- International Conference on Machine Learning and Applications (ICMLA) Workshops
Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Transactions on Knowledge and Data Engineering
- IEEE Transactions on Vehicular Technology
- IEEE Transactions on Information Forensics & Security
- IEEE Transactions on Consumer Electronics
Mentoring
SPEED Lab · Fall 2023 – presentI have mentored 15 PhD, master's and undergraduate students at SIU and FAU, mostly on thesis and research projects. Several have published at peer-reviewed venues and received research awards.
Master's student, Florida Atlantic University.
CurrentMaster's student, Florida Atlantic University. Research mentoring and mentoring through the CS3 Validate program.
CurrentFederated meta-learning for emotion- and sentiment-aware multimodal complaint identification.
IEEE SusTech 2024Human activity recognition with keypoint analysis.
ICCV Workshops 2025Hallucination attacks and their impact on large language models.
Fairness in federated learning for healthcare systems.
A fine-tuned LLM for healthcare.
Physics-informed neural networks.
A federated learning testbed for mobile agents.
Poisoning attacks in federated learning using GANs.
Road traffic prediction with federated learning.
Topic modelling of research articles with BERT.
Skin cancer classification with transfer learning.
Community & talks
Organizing
Organized and coordinated sessions for the LLMs Nexus workshop on technical advances in LLMs and their ethical implications, funded by ORAU.
Talks
- NAIRR Annual Meeting 2026, Arlington, VA: project presentation and demo
- IEEE BigData 2024: robust encoders for vision-language models
Grants & students
- Contributed to a funded NSF CRII proposal ($163K) and to NSF-, DoD- and DHS-funded projects.
- General Secretary, Bangladeshi Student Association, SIU (Best RSO Award, 2024).