Mahdi Erfanian

12 papers A* 1Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
NeedleDB: A Generative-AI Based System for Accurate and Efficient Image Retrieval using Complex Natural Language Queries.
CoRR
Mahdi Erfanian, Abolfazl Asudeh
2026 J jnl
Soil moisture measurements: a review.
Comput. Electron. Agric.
Edith Eishoeei, Mirhassan Miryaghoubzadeh, Mahdi Erfanian, Reza Mahboobi Esfanjani, Marco Mancini
2025 A* conf
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks.
ICML
Mohsen Dehghankar, Mahdi Erfanian, Abolfazl Asudeh
2024 J jnl
Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities.
CoRR
Mahdi Erfanian, H. V. Jagadish, Abolfazl Asudeh
2024 J jnl
Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities.
Proc. VLDB Endow.
Mahdi Erfanian, H. V. Jagadish, Abolfazl Asudeh
2024 J jnl
Coverage-based Data-centric Approaches for Responsible and Trustworthy AI.
IEEE Data Eng. Bull.
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh
2024 J jnl
Enhancing drought monitoring through spatial downscaling: A geographically weighted regression approach using TRMM 3B43 precipitation in the Urmia Lake Basin.
Earth Sci. Informatics
Sima Kazempour Choursi, Mahdi Erfanian, Hirad Abghari, Mirhassan Miryaghoubzadeh, Khadijah Javan
2024 J jnl
FairEM360: A Suite for Responsible Entity Matching.
CoRR
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava
2024 J jnl
FairEM360: A Suite for Responsible Entity Matching.
Proc. VLDB Endow.
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh, Fatemeh Nargesian, Divesh Srivastava
2024 J jnl
Needle: A Generative-AI Powered Monte Carlo Method for Answering Complex Natural Language Queries on Multi-modal Data.
CoRR
Mahdi Erfanian, Mohsen Dehghankar, Abolfazl Asudeh
2024 J jnl
Optimized Inference for 1.58-bit LLMs: A Time and Memory-Efficient Algorithm for Binary and Ternary Matrix Multiplication.
CoRR
Mohsen Dehghankar, Mahdi Erfanian, Abolfazl Asudeh
2023 Misc conf
Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing.
HiPC
Vinícius Vitor dos Santos Dias, Samuel Ferraz, Aditya Vadlamani, Mahdi Erfanian, Carlos H. C. Teixeira, Dorgival O. Guedes, Wagner Meira Jr., Srinivasan Parthasarathy