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Huzefa Rangwala

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OpenTab: Advancing Large Language Models as Open-domain Table Reasoners

Feb 22, 2024
Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis

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Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection

Oct 30, 2023
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis

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NameGuess: Column Name Expansion for Tabular Data

Oct 19, 2023
Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis

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Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space

Oct 14, 2023
Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis

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BioBridge: Bridging Biomedical Foundation Models via Knowledge Graph

Oct 12, 2023
Zifeng Wang, Zichen Wang, Balasubramaniam Srinivasan, Vassilis N. Ioannidis, Huzefa Rangwala, Rishita Anubhai

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GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources

Dec 08, 2022
Angeela Acharya, Siddhartha Sikdar, Sanmay Das, Huzefa Rangwala

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Training self-supervised peptide sequence models on artificially chopped proteins

Nov 09, 2022
Gil Sadeh, Zichen Wang, Jasleen Grewal, Huzefa Rangwala, Layne Price

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Ex-Ante Assessment of Discrimination in Dataset

Aug 18, 2022
Jonathan Vasquez, Xavier Gitiaux, Huzefa Rangwala

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SoFaiR: Single Shot Fair Representation Learning

Apr 26, 2022
Xavier Gitiaux, Huzefa Rangwala

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