Inwon Kang

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PhD Student
Rensselaer Polytechnic Institute

About me

I am a Ph.D student at Rensselaer Polytechnic Institute, working with Professor Oshani Seneviratne. I am currently interested in machine-learning on tabular data with a focus on representation learning.

Publications

2024

  • Decyphering Crypto Twitter [Conference]
    Inwon Kang, Maruf Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne.
    16th ACM Web Science Conference 2024 (WebSci-24)

2023

  • Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies [Workshop]
    Inwon Kang, Willian Van Woensel and Oshani Seneviratne.
    The 8th International Workshop on Health Intelligence (W3PHIAI-24)

  • Effective Data Distillation for Tabular Datasets [Conference (Student Abstract)]
    Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz and Oshani Seneviratne.
    Association for the Advancement of Artificial Intelligence (AAAI-23), paper poster
    Finalist for oral presentation

  • Dependency and Coreference-boosted Multi-Sentence Preference Model [Workshop]
    Farhad Mohsin, Inwon Kang, Yuxuan Chen, Jingbo Shang and Lirong Xia.
    International Workshop on Deep Learning on Graphs: Method and Applications (DLG-AAAI-23), paper

  • Learning to explain voting rules [Conference (Extended Abstract)]
    Inwon Kang, Qishen Han and Lirong Xia.
    Autonomous Agents and Multiagent Systems (AAMAS-23), poster

2022

  • Blockchain Interoperability Landscape [Workshop]
    Inwon Kang, Aparna Gupta and Oshani Seneviratne.
    IEEE BigData Distributed Storage Workshop 2022 (IEEE-BigData-22), paper

  • Analyzing and Predicting Success in Music [Journal]
    Inwon Kang, Michael Manduluk and Boleslaw Szymanski.
    Scientific Reports, paper

  • Crowdsourcing Perceptions of Gerrymandering [Conference]
    Benjamin Kelly, Inwon Kang and Lirong Xia.
    AAAI Conference on Human Computation and Crowdsourcing (HCOMP-22), paper

  • Learning Individual and Collective Priorities over Moral Dilemmas with the Life Jacket Dataset [Workshop]
    Farhad Mohsin, Inwon Kang, Pin-Yu Chen, Francesca Rossi and Lirong Xia.
    Multidisciplinary Workshop on Advances in Preference Handling (MPREF-22),

2021

  • Making group decisions from natural language-based preferences [Workshop]
    Farhad Mohsin, Lei Luo, Wufei Ma, Inwon Kang, Zhibing Zhao, Ao Liu, Rohit Vaish and Lirong Xia.
    International Workshop on Computational Social Choice (COMSOC-21),

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