Reza Yousefi Maragheh

15 papers A 1B 4Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation.
CoRR
Reza Yousefi Maragheh, Pratheek Vadla, Priyank Gupta, Kai Zhao, Aysenur Inan, Kehui Yao, Jianpeng Xu, Praveenkumar Kanumala, Jason H. D. Cho, Sushant Kumar
2025 J jnl
CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design.
CoRR
Najmeh Forouzandehmehr, Reza Yousefi Maragheh, Sriram Kollipara, Kai Zhao, Topojoy Biswas, Evren Körpeoglu, Kannan Achan
2025 J jnl
CARTS: Collaborative Agents for Recommendation Textual Summarization.
CoRR
Jiao Chen, Kehui Yao, Reza Yousefi Maragheh, Kai Zhao, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2025 B conf
MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems.
IEEE Big Data
Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason H. D. Cho, Sushant Kumar
2025 J jnl
MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems.
CoRR
Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason H. D. Cho, Sushant Kumar
2025 A conf
Multi-Agentic Recommender Systems: Foundations, Design Patterns, and E-Commerce Applications - An Industrial Tutorial.
RecSys
Reza Yousefi Maragheh, Yashar Deldjoo, Chi Wang, Jason Cho, Derek Cheng
2025 J jnl
No-Human in the Loop: Agentic Evaluation at Scale for Recommendation.
CoRR
Tao Zhang, Kehui Yao, Luyi Ma, Jiao Chen, Reza Yousefi Maragheh, Kai Zhao, Jianpeng Xu, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2025 B conf
Reinforcement Learning for Dynamic Decision Making in Engineering Systems.
IEEE Big Data
Ramin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari, Reza Yousefi Maragheh, Kai Zhao
2025 J jnl
The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems.
CoRR
Reza Yousefi Maragheh, Yashar Deldjoo
2023 — conf
GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation.
ICDM (Workshops)
Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 J jnl
GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation.
CoRR
Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 J jnl
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models.
CoRR
Reza Yousefi Maragheh, Chenhao Fang, Charan Chand Irugu, Parth Parikh, Jason H. D. Cho, Jianpeng Xu, Saranyan Sukumar, Malay Patel, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 B conf
LLM-TAKE: Theme-Aware Keyword Extraction Using Large Language Models.
IEEE Big Data
Reza Yousefi Maragheh, Chenhao Fang, Charan Chand Irugu, Parth Parikh, Jason H. D. Cho, Jianpeng Xu, Saranyan Sukumar, Malay Patel, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 J jnl
Seller-side Outcome Fairness in Online Marketplaces.
CoRR
Zikun Ye, Reza Yousefi Maragheh, Lalitesh Morishetti, Shanu Vashishtha, Jason Cho, Kaushiki Nag, Sushant Kumar, Kannan Achan
2022 B conf
Prospect-Net: Top-K Retrieval Problem Using Prospect Theory.
IEEE Big Data
Reza Yousefi Maragheh, Ramin Giahi, Jianpeng Xu, Lalitesh Morishetti, Shanu Vashishtha, Kaushiki Nag, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan