publications

2026

1. arXiv

   Automated Domain Question Mapping (DQM) with Educational Learning Materials

   Jiho Noh, Mukhesh Raghava Katragadda, and Daesoo Lee

   arXiv preprint arXiv:2601.07062, 2026

   arXiv Bib Code

   @article{noh2026dqm,
     title = {Automated Domain Question Mapping ({DQM}) with Educational Learning Materials},
     author = {Noh, Jiho and Katragadda, Mukhesh Raghava and Lee, Daesoo},
     journal = {arXiv preprint arXiv:2601.07062},
     year = {2026},
   }

2025

1. AINA

   Investigating the Transferability and Robustness of Adversarial Attacks Between Standard and Dilated CNN Architectures

   Sachin Sharma, Jiho Noh, and Michael S. Alexiou

   In International Conference on Advanced Information Networking and Applications (AINA), 2025

   Bib

   @inproceedings{sharma2025adversarial,
     title = {Investigating the Transferability and Robustness of Adversarial Attacks Between Standard and Dilated {CNN} Architectures},
     author = {Sharma, Sachin and Noh, Jiho and Alexiou, Michael S.},
     booktitle = {International Conference on Advanced Information Networking and Applications (AINA)},
     year = {2025},
   }

2. ICSC

   YouLeQD: Decoding the Cognitive Complexity of Questions and Engagement in Online Educational Videos from Learners’ Perspectives

   Nong Ming, Sachin Sharma, and Jiho Noh

   In IEEE International Conference on Semantic Computing (ICSC), 2025

   arXiv Bib HTML

   @inproceedings{ming2025youleqd,
     title = {{YouLeQD}: Decoding the Cognitive Complexity of Questions and Engagement in Online Educational Videos from Learners' Perspectives},
     author = {Ming, Nong and Sharma, Sachin and Noh, Jiho},
     booktitle = {IEEE International Conference on Semantic Computing (ICSC)},
     year = {2025},
   }

3. AINA

   Correction to: Investigating the Transferability and Robustness of Adversarial Attacks Between Standard and Dilated CNN Architectures

   Sachin Sharma, Jiho Noh, and Michael S. Alexiou

   In International Conference on Advanced Information Networking and Applications (AINA), 2025

   Bib

   @inproceedings{sharma2025adversarial_correction,
     title = {Correction to: Investigating the Transferability and Robustness of Adversarial Attacks Between Standard and Dilated {CNN} Architectures},
     author = {Sharma, Sachin and Noh, Jiho and Alexiou, Michael S.},
     booktitle = {International Conference on Advanced Information Networking and Applications (AINA)},
     year = {2025},
   }

4. JEPPM

   Emerging Mental Health Challenges in Construction Industry through Web Crawling

   Zeynep Atay, Aaron Morrisett, Jiho Noh, and 2 more authors

   Journal of Engineering, Project, and Production Management, 2025

   Bib

   @article{atay2025mentalhealth,
     title = {Emerging Mental Health Challenges in Construction Industry through Web Crawling},
     author = {Atay, Zeynep and Morrisett, Aaron and Noh, Jiho and Anderson, Amanda and Lee, Jae Hoon},
     journal = {Journal of Engineering, Project, and Production Management},
     year = {2025},
   }

2023

1. ACM SE

   A Survey on Conversational Search and Applications in Biomedicine

   Naga Sai Kumar Adatrao, Gowtham Reddy Gadireddy, and Jiho Noh

   In Proceedings of the 2023 ACM Southeast Conference, 2023

   Bib

   @inproceedings{adatrao2023conversational,
     title = {A Survey on Conversational Search and Applications in Biomedicine},
     author = {Adatrao, Naga Sai Kumar and Gadireddy, Gowtham Reddy and Noh, Jiho},
     booktitle = {Proceedings of the 2023 ACM Southeast Conference},
     year = {2023},
   }

2022

1. ICMLA

   Improving Fashion Attribute Classification Accuracy with Limited Labeled Data using Transfer Learning

   Tong Chen, Jiho Noh, Luke Cranfill, and 2 more authors

   In 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022

   Bib

   @inproceedings{chen2022fashion,
     title = {Improving Fashion Attribute Classification Accuracy with Limited Labeled Data using Transfer Learning},
     author = {Chen, Tong and Noh, Jiho and Cranfill, Luke and Morris, John and Son, Junggab},
     booktitle = {2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)},
     year = {2022},
   }

2. Drug Policy

   Twitter Discourse on Nicotine as Potential Prophylactic or Therapeutic for COVID-19

   Ramakanth Kavuluru, Jiho Noh, and Shyanika W. Rose

   International Journal of Drug Policy, 2022

   Bib HTML

   @article{kavuluru2022twitter,
     title = {Twitter Discourse on Nicotine as Potential Prophylactic or Therapeutic for {COVID-19}},
     author = {Kavuluru, Ramakanth and Noh, Jiho and Rose, Shyanika W.},
     journal = {International Journal of Drug Policy},
     year = {2022},
   }

2021

1. JBI

   Improved Biomedical Word Embeddings in the Transformer Era

   Jiho Noh, and Ramakanth Kavuluru

   Journal of Biomedical Informatics, 2021

   Bib HTML

   @article{noh2021embeddings,
     title = {Improved Biomedical Word Embeddings in the Transformer Era},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     journal = {Journal of Biomedical Informatics},
     year = {2021},
   }

2. PhD Thesis

   Neural Representations of Concepts and Texts for Biomedical Information Retrieval

   Jiho Noh

   University of Kentucky, 2021

   Bib HTML

   @phdthesis{noh2021dissertation,
     title = {Neural Representations of Concepts and Texts for Biomedical Information Retrieval},
     author = {Noh, Jiho},
     school = {University of Kentucky},
     year = {2021},
   }

3. BCB

   Joint Learning for Biomedical NER and Entity Normalization: Encoding Schemes, Counterfactual Examples, and Zero-Shot Evaluation

   Jiho Noh, and Ramakanth Kavuluru

   In Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (BCB), 2021

   Bib PDF

   @inproceedings{noh2021joint,
     title = {Joint Learning for Biomedical {NER} and Entity Normalization: Encoding Schemes, Counterfactual Examples, and Zero-Shot Evaluation},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     booktitle = {Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (BCB)},
     year = {2021},
   }

2020

1. EMNLP

   Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization

   Jiho Noh, and Ramakanth Kavuluru

   In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

   Bib PDF

   @inproceedings{noh2020literature,
     title = {Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     year = {2020},
   }

2. EMNLP

   Document Reranking for Precision Medicine with Neural Matching and Faceted Summarization

   Jiho Noh, and Ramakanth Kavuluru

   In Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

   Bib

   @inproceedings{noh2020reranking,
     title = {Document Reranking for Precision Medicine with Neural Matching and Faceted Summarization},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},
     year = {2020},
   }

2018

1. ICMLA

   Document Retrieval for Biomedical Question Answering with Neural Sentence Matching

   Jiho Noh, and Ramakanth Kavuluru

   In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 2018

   Bib

   @inproceedings{noh2018document,
     title = {Document Retrieval for Biomedical Question Answering with Neural Sentence Matching},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     booktitle = {2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)},
     year = {2018},
   }

2017

1. TREC

   Team UKNLP at TREC 2017 Precision Medicine Track: A Knowledge-Based IR System with Tuned Query-Time Boosting

   Jiho Noh, and Ramakanth Kavuluru

   In TREC 2017, 2017

   Bib

   @inproceedings{noh2017trec,
     title = {Team {UKNLP} at {TREC} 2017 Precision Medicine Track: A Knowledge-Based {IR} System with Tuned Query-Time Boosting},
     author = {Noh, Jiho and Kavuluru, Ramakanth},
     booktitle = {TREC 2017},
     year = {2017},
   }