--- title: "Sungroh Yoon — author profile and papers — Elamur Research" description: "Sungroh Yoon, Seoul National University of Science and Technology: 2 papers on Elamur Research (2024–2026), h-index 55 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/sungroh-yoon/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sungroh-yoon/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sungroh Yoon # Sungroh Yoon Sungroh Yoon has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Kang Min Yoo](https://md.research.elamur.ai/free/en/authors/kang-min-yoo/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5086877012) · [ORCID](https://orcid.org/0000-0002-2367-197X) · [Wikidata](https://www.wikidata.org/wiki/Q88618576) · [**h-index 55**](https://openalex.org/authors/A5086877012) · [422 works](https://openalex.org/works?filter=author.id:A5086877012) · [14,087 citations](https://openalex.org/works?filter=author.id:A5086877012&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sungroh-yoon/#papers) · [🔗 Cited 80 times in our library](https://md.research.elamur.ai/free/en/authors/sungroh-yoon/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9640](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9640) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Sungroh+Yoon) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sungroh+Yoon) · [dblp](https://dblp.org/search?q=Sungroh+Yoon) · [ACL Anthology](https://aclanthology.org/search/?q=Sungroh+Yoon) ## Affiliations [🎓**Seoul National University** Seoul · South Korea 2011–2026 · 296 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/seoul-national-university/) · [🏢**Artificial Intelligence in Medicine** Toronto · Canada 2026 · 2 papers*current*](https://ror.org/05p590m36) · [🎓**Seoul National University of Science and Technology** Seoul · South Korea 2021–2026 · 2 papers*current*](https://ror.org/00chfja07) · [🎓**Ulsan National Institute of Science and Technology** Ulsan · South Korea 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/ulsan-national-institute-of-science-and-technology/) · [🎓**Korea University** Seoul · South Korea 2008–2012 · 28 papers](https://md.research.elamur.ai/free/en/universities/korea-university/) · [🎓**Stanford University** Stanford · United States 2004–2017 · 27 papersEducation](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🔬**Institute of Engineering Research** Seoul · South Korea 2019–2025 · 25 papers](https://ror.org/04scsat82) · [🎓**Yonsei University** Seoul · South Korea 2009–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/yonsei-university/) · [🎓**New Generation University College** Addis Ababa · Ethiopia 2017–2026 · 3 papers](https://ror.org/015aem925) · [🏢**Intel** Santa Clara · United States 2006–2007 · 3 papers](https://md.research.elamur.ai/free/en/companies/intel/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 17 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/sungroh-yoon/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/sungroh-yoon/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation](https://md.research.elamur.ai/free/en/papers/kim-2024-paralinguistics-aware-speech-empowered-large/)** *(2024 · 13 citations)* Voice assistants built on LLMs usually chain separate ASR and TTS modules. This pipeline loses paralinguistic cues such as emotion and prosody, and recognition errors carry through to later stages. Kim et al. (Seoul National University and NAVER) propose USDM (Unified Spoken Dialog Model), an end-to-end speech-text… 2. **[Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning](https://md.research.elamur.ai/free/en/papers/park-2026-verbal-r3-verbal-reranker-as/)** *(2026)* Standard retrieval-augmented generation pastes raw retrieved passages into an LLM's prompt. Those passages often contain distracting material and differ in style from the model's training data, so the evidence is not used well. The authors propose Verbal Annotations: short analytic texts explaining how a document… ## All works 8 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models ↗](https://doi.org/10.1109/iccv48922.2021.01410) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jooyoung Choi et al.*2021 · 676 citations* 2. **[FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference ↗](https://doi.org/10.1109/cvpr.2019.00541) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jungbeom Lee et al.*2019 · 464 citations* 3. **[Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6787) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Seijoon Kim et al.*2020 · 463 citations* 4. **[Perception Prioritized Training of Diffusion Models ↗](https://doi.org/10.1109/cvpr52688.2022.01118) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jooyoung Choi et al.*2022 · 206 citations* 5. **[Towards a Rigorous Evaluation of Time-Series Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i7.20680) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Siwon Kim et al.*2022 · 194 citations* 6. **[Transfer Learning for Deep Learning on Graph-Structured Data ↗](https://doi.org/10.1609/aaai.v31i1.10904) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jaekoo Lee et al.*2017 · 54 citations* 7. **[Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation](https://md.research.elamur.ai/free/en/papers/kim-2024-paralinguistics-aware-speech-empowered-large/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Heeseung Kim, Soonshin Seo, Kyeongseok Jeong, et al.*2024 · 13 citations* 8. **[Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning](https://md.research.elamur.ai/free/en/papers/park-2026-verbal-r3-verbal-reranker-as/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sangkwon Park, Donghun Kang, Jisoo Mok, et al.*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Kang Min Yoo](https://md.research.elamur.ai/free/en/authors/kang-min-yoo/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the AAAI Conference on Artificial Intelligence ×3 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 80 times (of the 149,439 papers whose bibliographies we read); [6 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sungroh-yoon/cited-by/). Updated 1 November 2026