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researcher

Heejoon Koo

11 papers hereh-index 437 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author5
  • first author3
  • middle author2

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.AS3
  • cs.CV2
  • cs.CL1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedA Comprehensive Survey on Generative Diffusion Models for Structured Data

7 citations · 7 across the 11 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CV2025

Dual-Margin Embedding for Fine-Grained Long-Tailed Plant Taxonomy

Cheng Yaw Low, Heejoon Koo, Jaewoo Park +1

Taxonomic classification of ecological families, genera, and species underpins biodiversity monitoring and conservation. Existing computer vision methods typically address fine-gra…

cs.CL2025

Towards Robust and Fair Next Visit Diagnosis Prediction under Noisy Clinical Notes with Large Language Models

Heejoon Koo

A decade of rapid advances in artificial intelligence (AI) has opened new opportunities for clinical decision support systems (CDSS), with large language models (LLMs) demonstratin…

eess.AS2025

Empowering Multimodal Respiratory Sound Classification with Counterfactual Adversarial Debiasing for Out-of-Distribution Robustness

Heejoon Koo, Miika Toikkanen, Yoon Tae Kim +2

Multimodal respiratory sound classification offers promise for early pulmonary disease detection by integrating bioacoustic signals with patient metadata. Nevertheless, current app…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.