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 001 (HiPC, 2023)

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)

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)

Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. - Nima Shahbazi; Mahdi Erfanian; Abolfazl Asudeh (IEEE Data Eng. Bull., 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., 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, 2024)

FairEM360: A Suite for Responsible Entity Matching. - Nima Shahbazi; Mahdi Erfanian; Abolfazl Asudeh; Fatemeh Nargesian; Divesh Srivastava (Proc. VLDB Endow., 2024)