Heeseung Yun

heeseung dot yun at vision.snu.ac.kr

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Hi! I’m Heeseung Yun, a Ph.D. student at Seoul National University Vision and Learning Lab, working with Prof. Gunhee Kim. My research focuses on user-centric perceptual intelligence. With the goal of advancing towards proactive multisensory egocentric intelligence, my active research areas include (i) audio-visual reasoning and generation, (ii) multisensory representation learning, (iii) multimodal LLM adaptation, and (iv) agentic embodied intelligence.

Here is my Curriculum Vitae.

selected publications

  1. Towards Scene-Aware Video-to-Spatial Audio Generation
    Jaeyeon Kim*, Heeseung Yun*, and Gunhee Kim
    In International Journal of Computer Vision (IJCV), 2026
  2. Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
    Heeseung Yun, Joonil Na, Jaeyeon Kim, Calvin Murdock, and Gunhee Kim
    In Advances in Neural Information Processing Systems (NeurIPS Spotlight), 2025
  3. FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
    Jaewoo Ahn*, Junseo Kim*, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, and Gunhee Kim
    In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
  4. 2024eccv_swl.jpg
    Spherical World-Locking for Audio-Visual Localization in Egocentric Videos
    Heeseung Yun, Ruohan Gao, Ishwarya Ananthabhotla, Anurag Kumar, Jacob Donley, Chao Li, Gunhee Kim, Vamsi Krishna Ithapu, and Calvin Murdock
    In European Conference on Computer Vision (ECCV), 2024
  5. 2023iccv_daps.jpg
    Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation
    Heeseung Yun*, Joonil Na*, and Gunhee Kim
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  6. 2022arxiv_esper.jpg
    Fusing Pre-trained Language Models with Multimodal Prompts through Reinforcement Learning
    Youngjae Yu*, Jiwan Chung*, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, and Yejin Choi
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  7. 2022eccv_paver.jpg
    Panoramic Vision Transformer for Saliency Detection in 360° Videos ✨
    Heeseung Yun, Sehun Lee, and Gunhee Kim
    In European Conference on Computer Vision (ECCV), 2022
  8. 2021iccv_panoavqa.jpg
    Pano-AVQA: Grounded Audio-Visual Question Answering on 360° Videos
    Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, and Gunhee Kim
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021