Mahdi Erfanian

According to our database, Mahdi Erfanian authored at least 7 papers between 2023 and 2024.

Collaborative distances:

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

2024

FairEM360: A Suite for Responsible Entity Matching.

Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava

Proc. VLDB Endow., August, 2024

Enhancing drought monitoring through spatial downscaling: A geographically weighted regression approach using TRMM 3B43 precipitation in the Urmia Lake Basin.

Sima Kazempour Choursi, Mahdi Erfanian, Hirad Abghari, Mirhassan Miryaghoubzadeh, Khadijah Javan

Earth Sci. Informatics, August, 2024

Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities.

Mahdi Erfanian, H. V. Jagadish, Abolfazl Asudeh

Proc. VLDB Endow., July, 2024

Coverage-based Data-centric Approaches for Responsible and Trustworthy AI.

Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh

IEEE Data Eng. Bull., 2024

Needle: A Generative-AI Powered Monte Carlo Method for Answering Complex Natural Language Queries on Multi-modal Data.

Mahdi Erfanian, Mohsen Dehghankar, Abolfazl Asudeh

CoRR, 2024

Optimized Inference for 1.58-bit LLMs: A Time and Memory-Efficient Algorithm for Binary and Ternary Matrix Multiplication.

Mohsen Dehghankar, Mahdi Erfanian, Abolfazl Asudeh

CoRR, 2024

2023

Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing.

Vinícius Vitor dos Santos Dias, Samuel Ferraz, Aditya Vadlamani, Mahdi Erfanian, Carlos H. C. Teixeira, Dorgival O. Guedes, Wagner Meira Jr., Srinivasan Parthasarathy

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023