Ramin Giahi

According to our database, Ramin Giahi authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Spatial Reasoning in Foundation Models: Benchmarking Object-Centric Spatial Understanding.

Vahid Mirjalili, Ramin Giahi, Sriram Kollipara, Akshay Kekuda, Kehui Yao, Kai Zhao, Jianpeng Xu, Kaushiki Nag, Sinduja Subramaniam, Topojoy Biswas, Evren Körpeoglu, Kannan Achan

CoRR, September, 2025

VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings.

Ramin Giahi, Kehui Yao, Sriram Kollipara, Kai Zhao, Vahid Mirjalili, Jianpeng Xu, Topojoy Biswas, Evren Körpeoglu, Kannan Achan

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems.

Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason H. D. Cho, Sushant Kumar

Proceedings of the IEEE International Conference on Big Data, 2025

Reinforcement Learning for Dynamic Decision Making in Engineering Systems.

Ramin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari, Reza Yousefi Maragheh, Kai Zhao

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Decoding Style: Efficient Fine-Tuning of LLMs for Image-Guided Outfit Recommendation with Preference.

Najmeh Forouzandehmehr, Nima Farrokhsiar, Ramin Giahi, Evren Körpeoglu, Kannan Achan

CoRR, 2024

2023

Dynamic Decision Making in Engineering System Design: A Deep Q-Learning Approach.

Ramin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari

CoRR, 2023

GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation.

Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan

Proceedings of the IEEE International Conference on Data Mining, 2023

Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs.

Najmeh Forouzandehmehr, Yijie Cao, Nikhil Thakurdesai, Ramin Giahi, Luyi Ma, Nima Farrokhsiar, Jianpeng Xu, Evren Körpeoglu, Kannan Achan

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Prospect-Net: Top-K Retrieval Problem Using Prospect Theory.

Reza Yousefi Maragheh, Ramin Giahi, Jianpeng Xu, Lalitesh Morishetti, Shanu Vashishtha, Kaushiki Nag, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Design optimization for resilience for risk-averse firms.

Ramin Giahi, Cameron A. MacKenzie, Chao Hu

Comput. Ind. Eng., 2020