Scholar
Reza Yousefi Maragheh
Google Scholar ID: TN4yTgIAAAAJ
Data Science at Walmart Labs-Personalization
Citations & Impact
Citations
107
H-index
5
i10-index
3
Publications
18
Co-authors
5
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation (SIGIR 2025)
- - CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design (SIGIR 2025)
- - CARTS: Collaborative Agents for Recommendation Textual Summarization (ICML 2025)
- - Seller-side Outcome Fairness in Online Marketplaces (NIPS 2023)
- - LLM-TAKE: Theme-Aware Keyword Extraction Using Large Language Models (IEEE Big Data 2023)
- - GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation (ICDM 2023)
- - LLM-Based Aspect Augmentations for Recommendation Systems (ICML 2023)
- - Awards and Recognition:
- - Tutorial on Multi Agent Recommender Systems at RecSys Conference (September 2025)
- - Lecture on Modern Topics on Recommender Systems at RecSys Summer School (September 2025)
- - Review of ARAG work by Elvis Saravia, Quantum Zeitgeist, and Top Information Retrieval Papers of the Week
- - Mentioned by Google VP Sumit Gupta and Technology Reviewer Dylan Patel (June 2023)
- - Patents Filed:
- - Systems and methods for hybrid optimization training of multinomial logit models (USPTO, August 2024)
- - System and method for recommending items based on enhanced user representations (USPTO, August 2024)
Research Experience
- - Work Experience: Staff Data Scientist at Walmart Labs' Personalization Team
- - Research Projects: Exploring/Implementing large-scale language agent pipelines in classic e-commerce tasks
Education
- - Ph.D. in Data Science from the University of Illinois Urbana-Champaign (UIUC) - Grainger College of Engineering
- - Advisor: Professor Xin Chen
- - Time: Not explicitly provided
Background
- - Research Interests: Recommender Systems, Information Retrieval, NLP for RecSys, Customer Intent Inference, and Optimization
- - Professional Field: Data Science
- - Brief Introduction: Working as a Staff Data Scientist at Walmart Labs' Personalization Team, focusing on exploring/implementing large-scale language agent pipelines in classic e-commerce tasks.
Miscellany
- - Personal Interests: Not provided
