Alireza Fathi

Simon Fraser University — Canada

Computer Science · Physical Sciences

40h-index9.4kcitations183works0.42yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(20), Advanced Neural Network Applications(16), Shape Memory Alloy Transformations(15), Advanced Image and Video Retrieval Techniques(13), Multimodal Machine Learning Applications(13)

Publications183 total

A Benchmark and Knowledge-Grounded Framework for Advanced Multimodal Personalization Study
arXiv (Cornell University)·2026Open Access
A Benchmark and Knowledge-Grounded Framework for Advanced Multimodal Personalization Study
ArXiv.org·2026Open Access
The therapeutic potential of <i>Ziziphus jujuba</i> in colorectal cancer: An <i>in-vitro</i> study.
PubMed·2026Open Access
RECODE: Reasoning Through Code Generation for Visual Question Answering
arXiv (Cornell University)·2025Open Access
VoCap: Video Object Captioning and Segmentation from Any Prompt
arXiv (Cornell University)·2025Open Access
Visual Lexicon: Rich Image Features in Language Space
2025
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement
2025· 1 cited
Language-Guided Image Tokenization for Generation
2025
Visual Lexicon: Rich Image Features in Language Space
arXiv (Cornell University)·2024Open Access
Language-Guided Image Tokenization for Generation
arXiv (Cornell University)·2024Open Access
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
arXiv (Cornell University)·2024Open Access
Thermo-aeroelastic analysis of triangular composite plate with embedded shape memory alloy at supersonic flow
Journal of Intelligent Material Systems and Structures·2024· 1 cited
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
2024· 2 cited
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
arXiv (Cornell University)·2024· 1 citedOpen Access
SceneCraft: An LLM Agent for Synthesizing 3D Scene as Blender Code
arXiv (Cornell University)·2024· 2 citedOpen Access
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
2024
Parameters Identification of a Generalized Prandtl-Ishlinskii Model for a Micro-Positioning Stage Using Mutual Shape Memory Alloy Actuators
Experimental Techniques·2023· 1 cited
Mathematical modelling and experimental study of a novel planar micro-positioning stage using shape memory alloy actuators
Smart Materials and Structures·2023· 3 citedOpen Access
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
arXiv (Cornell University)·2023· 15 citedOpen Access
Retrieval-Enhanced Contrastive Vision-Text Models
arXiv (Cornell University)·2023· 4 citedOpen Access
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Frequent Co-authors

James M. Rehg(8), Ahmad Mozaffari(6), Zbigniew Wojna(5), Sergio Guadarrama(5), Abhijit Kundu(4), David A. Ross(4), Caroline Pantofaru(4), Thomas Funkhouser(4), Ehsan Toyserkani(4), Amir Khajepour(4), Vivek Rathod(3), Kevin Murphy(3), Mohammad Durali(3), Mohammad Reza Alizadeh(3), Hamidreza Mohammadi Daniali(3), Morteza Dardel(3), Meghdad Gholami(3), Jonathan Huang(2), Chen Sun(2), Menglong Zhu(2)