Woongyeong Yeo

Publications

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*: equal contribution, †: equal advising
  1. OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources
    OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources
    Jinheon Baek, Soyeong Jeong, Sangwoo Park, Woongyeong Yeo, Minki Kang, Patara Trirat, Heejun Lee, Sung Ju Hwang
    arXiv preprint, 2026
    PDF arXiv Code BibTeX
  2. It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
    It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
    Sangwoo Park*, Woongyeong Yeo*, Seanie Lee, Yumin Choi, Hyomin Lee, Kangsan Kim, Jinheon Baek†, Seong Joon Oh†, Sung Ju Hwang†
    arXiv preprint, 2026
    PDF arXiv Code BibTeX
  3. HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents
    HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents
    Woongyeong Yeo*, Yumin Choi*, Taekyung Ki, Sung Ju Hwang
    arXiv preprint, 2026
    PDF arXiv BibTeX
  4. MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents
    MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents
    Kangsan Kim, Yanlai Yang, Suji Kim, Woongyeong Yeo, Youngwan Lee, Mengye Ren†, Sung Ju Hwang†
    arXiv preprint, 2026
    Website PDF arXiv Code Data BibTeX
  5. WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
    WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
    Woongyeong Yeo*, Kangsan Kim*, Jaehong Yoon†, Sung Ju Hwang†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 (Highlight)
    Website PDF arXiv Code BibTeX
  6. UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
    UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
    Woongyeong Yeo*, Kangsan Kim*, Soyeong Jeong, Jinheon Baek†, Sung Ju Hwang†
    Annual Meeting of the Association for Computational Linguistics (ACL), 2026 (Oral)
    Website PDF arXiv Code BibTeX
  7. A benchmark of expert-level academic questions to assess AI capabilities
    A benchmark of expert-level academic questions to assess AI capabilities
    Long Phan*, Alice Gatti*, Ziwen Han*, Nathaniel Li*, ..., Woongyeong Yeo, ..., Dan Hendrycks
    Nature, 2026
    Website PDF arXiv Code Data BibTeX
  8. VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
    VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
    Kangsan Kim*, Geon Park*, Youngwan Lee, Woongyeong Yeo, Sung Ju Hwang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF arXiv Code BibTeX
  9. Group rings satisfying nil clean property
    Group rings satisfying nil clean property
    Sehoon Eo, Seungjoo Hwang, Woongyeong Yeo
    Communications of the Korean Mathematical Society (CKMS), 2020
    PDF BibTeX