Embedded Files
Hello, I am Mehedi!
Graduate Research Assistant | Michigan State University M.S. in Biosystems Engineering | B.S. in Computer Science
E-mail: hasanme1@msu.edu
I am an M.S. researcher at Michigan State University working on efficient and trustworthy machine learning, foundation models, computer vision, and intelligent robotic systems. My recent work spans pathology foundation-model compression, reliability-aware mixture-of-experts, parameter-efficient LLM adaptation, vision-language learning, privacy, and real-time robotic perception.
I am currently preparing for PhD applications for Fall 2027 and am particularly interested in efficient and trustworthy AI, multimodal learning, and intelligent perception systems.
Research Interests
Efficient & Trustworthy ML · Foundation Models · LLM/VLM Efficiency · Computer Vision · Medical AI · Robotic Perception · Privacy-Preserving Learning
For more details about my work, please visit my website. Thank you!
Latest News
Latest News
Sept - 2026: TAP-Path: Task-Adaptive Structural and Token Pruning for Efficient and Trustworthy Pathology Foundation Models, Available on arXiv, [Preprint]
Sept - 2026: CIRR-MoE: Cross-Inductive Reliability-Guided Mixture of Experts for Decision-Specific Trustworthy Industrial Prediction, Under Review at Nature Scientific Reports, [Preprint]
Sep - 2026: ChainDoRA: Tensor-Train Factorized Weight-Decomposed Low-Rank Adaptation for Parameter-Efficient LLM Fine-Tuning, Available on arXiv, [Preprint]
Aug - 2026: Linear Multi-Timescale Retention as a Memory-Efficient Vision-Language Bridge, Available on arXiv, [Preprint]
Aug - 2026: Received BRAC University Quality Journal Publication Award, Q1 - Top 10%.
July - 2026: Presented vision-guided delta robotic system at ASABE AIM 2026.
April- 2026: Real-time vision-guided recognition and orientation of catfish fillets with suction mechanisms for automated IQF preparation, SPIE Sensing for Agriculture and Food Quality and Safety, 2026. [Accepted] [Link]
Mar- 2026: Machine Vision with Enhanced YOLO for Automated Catfish Fillet Inspection towards Individual Quick Freezing, AI in Agriculture 2026, [Poster Presentation]
Oct - 2025: A Machine Vision System for Online Detection of Catfish Fillets Towards Automated Preparation for Individual Quick Freezing, 2025 ASABE Annual International Meeting (ASABE-25), [Accepted] [Link]
Aug - 2025: Joined Michigan State University for a Fully Funded MS in Biosystems Engineering
Jun - 2025: "Optimizing Patient Feedback with Transformers and Knowledge Distillation to Improve Healthcare" (IEEE Journal of Biomedical and Health Informatics) [Q1 Journal] [IF= 6.7] [CiteScore= 13.6] [Accepted] [Link]
View all news
View all news
Dec - 2024: "TempFocusNet: Enhancing Short-Term Electric Load Forecasting with LSTM and Temporal Attention", 27th International Conference on Computer and Information Technology (ICCIT), [Accepted] [Link]
May - 2024: "Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence", IEEE Access, [Q1 Journal] [IF= 3.9] [CiteScore= 9] [Accepted] [Link]
May - 2024: Presented three of our papers at IEEE 2024, 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh.
April - 2024: "Multilingual Sentiment Analysis on Social Media: Harnessing Deep Learning for Enhanced Insights and Decision Support for Foreign Travelers", IEEE 2024, 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh. [Accepted] [Link]
April - 2024: "Generating Photorealistic Images from Human-Generated Sketches: A GAN-based Synthesis Approach for Enhanced Visual Realism", IEEE 2024, 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh. [Accepted] [Link]
April - 2024: "Vitamin D Deficiency Detection: A Novel Ensemble Approach with Interpretability Insights", IEEE 2024, 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh. [Accepted] [Link]
Mar - 2024: Served as a reviewer in IEEE-Access [Link]
Jan - 2023: "Sentiment Analysis for Web-Based Stock and Cryptocurrency News Summarization with Transformer-Based Models", IEEE 2023, 10th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Nadi, Fiji. [Accepted] [Link]
Jan - 2023: "Comparative Study of Object Detection Models for Safety in Autonomous Vehicles, Homes Using IoT Devices", IEEE 2023, 10th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Nadi, Fiji. [Accepted] [Link]
Dec - 2023: Presented two of our papers at IEEE 2023, 10th IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Nadi, Fiji.
Sep - 2024: Served as a PC Member in AI-IMPACT TRACK at PRICAI-2023 [Link]
Contact Info
Contact Info
E-mail (Institutional): hasanme1@msu.edu
E-mail (Institutional): mehedi.hasan1@g.bracu.ac.bd
E-mail (Personal): mhasaan.cs@gmail.com
"Winners are not those who never fail, but those who never quit." -APJ Abdul Kalam
"Winners are not those who never fail, but those who never quit." -APJ Abdul Kalam
Google Sites
Report abuse