🧑‍🔬 Sungroh Yoon

🏛️ Affiliations

🎓Seoul National UniversitySeoul · South Korea2011–2026 · 296 papersEmploymentcurrent🏢Artificial Intelligence in MedicineToronto · Canada2026 · 2 paperscurrent🎓Seoul National University of Science and TechnologySeoul · South Korea2021–2026 · 2 paperscurrent🎓Ulsan National Institute of Science and TechnologyUlsan · South Korea2026 · 1 papercurrent🎓Korea UniversitySeoul · South Korea2008–2012 · 28 papers🎓Stanford UniversityStanford · United States2004–2017 · 27 papersEducation🔬Institute of Engineering ResearchSeoul · South Korea2019–2025 · 25 papers🎓Yonsei UniversitySeoul · South Korea2009–2024 · 6 papers🎓New Generation University CollegeAddis Ababa · Ethiopia2017–2026 · 3 papers🏢IntelSanta Clara · United States2006–2007 · 3 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation (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 (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 ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJooyoung Choi et al.2021 · 676 citations
2. FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJungbeom Lee et al.2019 · 464 citations
3. Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSeijoon Kim et al.2020 · 463 citations
4. Perception Prioritized Training of Diffusion Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJooyoung Choi et al.2022 · 206 citations
5. Towards a Rigorous Evaluation of Time-Series Anomaly Detection ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSiwon Kim et al.2022 · 194 citations
6. Transfer Learning for Deep Learning on Graph-Structured Data ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJaekoo Lee et al.2017 · 54 citations
7. Paralinguistics-Aware Speech-Empowered Large Language Models for Natural ConversationConference on Neural Information Processing Systems (NeurIPS)Heeseung Kim, Soonshin Seo, Kyeongseok Jeong, et al.2024 · 13 citations
8. Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and ReasoningAnnual Meeting of the Association for Computational Linguistics (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

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): ACL 2026
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 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 →.

Updated 1 November 2026

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