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Disparity, Inequality, and Accuracy of Graph Neural Networks for Node Classification
Arpit Merchant, Carlos Castillo
CIKM 2023
ArXiv | Code
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints
Jia Li, Yanhao Wang, Arpit Merchant
ECAI 2023
ArXiv | Code
Graph Summarization via Node-Grouping: A Spectral Connection
Arpit Merchant, Michael Mathioudakis, Yanhao Wang
WSDM 2023
Paper | ArXiv | Code
Robustness of Sketched Linear Classifiers to Adversarial Attacks
Ananth Mahadevan*, Arpit Merchant*, Yanhao Wang, Michael Mathioudakis
CIKM, 2022
Paper | Code
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation
Arpit Merchant, Aristides Gionis, Michael Mathioudakis
VLDB, 2022
Paper | Code
Scalably Using Node Attributes and Graph Structure for Node Classification
Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis
Entropy Journal (conference version at Complex Networks and Applications 2021)
Paper | Code
Graph Summarization and Graph Embeddings: Towards A Spectral Connection
Arpit Merchant, Michael Mathioudakis
MLG @ KDD, 2020
Paper
Signals Matter: Understanding Popularity and Impact on Stack Overflow
Arpit Merchant, Daksh Shah, Gurpreet Singh Bhatia, Anurag Ghosh, Ponnurangam Kumaraguru
The Web Conference (formerly WWW), 2019
Paper | Code
Iterative Classroom Teaching
Teresa Yeo, Parmeswaran Kamalaruban, Adish Singla, Arpit Merchant, Thibault Asselborn, Louis Faucon, Pierre Dillenbourg, Volkan Cevher
AAAI, 2019
Paper | Blog Post