Ramin Giahi

14 papers A 1B 4Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
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 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
Spatial Reasoning in Foundation Models: Benchmarking Object-Centric Spatial Understanding.
CoRR
Vahid Mirjalili, Ramin Giahi, Sriram Kollipara, Akshay Kekuda, Kehui Yao, Kai Zhao, Jianpeng Xu, Kaushiki Nag, Sinduja Subramaniam, Topojoy Biswas, Evren Körpeoglu, Kannan Achan
2025 A conf
VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings.
RecSys
Ramin Giahi, Kehui Yao, Sriram Kollipara, Kai Zhao, Vahid Mirjalili, Jianpeng Xu, Topojoy Biswas, Evren Körpeoglu, Kannan Achan
2025 J jnl
VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings.
CoRR
Ramin Giahi, Kehui Yao, Sriram Kollipara, Kai Zhao, Vahid Mirjalili, Jianpeng Xu, Topojoy Biswas, Evren Körpeoglu, Kannan Achan
2024 J jnl
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs.
CoRR
Najmeh Forouzandehmehr, Yijie Cao, Nikhil Thakurdesai, Ramin Giahi, Luyi Ma, Nima Farrokhsiar, Jianpeng Xu, Evren Körpeoglu, Kannan Achan
2024 J jnl
Decoding Style: Efficient Fine-Tuning of LLMs for Image-Guided Outfit Recommendation with Preference.
CoRR
Najmeh Forouzandehmehr, Nima Farrokhsiar, Ramin Giahi, Evren Körpeoglu, Kannan Achan
2023 B conf
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs.
IEEE Big Data
Najmeh Forouzandehmehr, Yijie Cao, Nikhil Thakurdesai, Ramin Giahi, Luyi Ma, Nima Farrokhsiar, Jianpeng Xu, Evren Körpeoglu, Kannan Achan
2023 J jnl
Dynamic Decision Making in Engineering System Design: A Deep Q-Learning Approach.
CoRR
Ramin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari
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
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
2020 J jnl
Design optimization for resilience for risk-averse firms.
Comput. Ind. Eng.
Ramin Giahi, Cameron A. MacKenzie, Chao Hu