Scholar
Ahmad Mohammadshirazi
Google Scholar ID: Pn5YsowAAAAJ
The Ohio State University
Citations & Impact
Citations
327
H-index
6
i10-index
6
Publications
12
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and Trustworthiness. CVPR, 2024 (Submitted)
- - DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation. ICML, 2024
- - CrashFormer: A Multimodal Architecture to Predict the Risk of Crash. Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023
- - DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis. KDD 2025 (Submitted)
- - Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations. The 9th SIGKDD International Workshop on Mining and Learning from Time Series, 2023
- - Predicting Airborne Pollutant Concentrations and Events in a Commercial Building Using Low-Cost Pollutant Sensors and Machine Learning: A Case Study. Building and Environment, 2022
Research Experience
- - Position: Senior Machine Learning Scientist
- - Company: Flairsoft
- - Time: Since May 2022
- - Projects: Developed advanced solutions including risk analysis models, speech-to-text systems, and document annotation tools
Education
- - Degree: Ph.D. Candidate in Computer Science
- - School: The Ohio State University
- - Advisor: Prof. Rajiv Ramnath
- - Time: Since August 2020
- - Major: Computer Science
Background
- - Research Interests: Machine Learning, Large Language Models (LLMs), Vision-Language Models (VLMs), Multimodal Systems, and Time Series Analysis
- - Professional Field: Computer Science
- - Introduction: Pursuing a Ph.D. in Computer Science at The Ohio State University, focusing on bridging vision and language understanding and document processing.
Miscellany
- - Personal Interests: Not provided in detail
