Scholar
Hyesu Lim
Google Scholar ID: CqRG8v0AAAAJ
Korea Advanced Institute of Science and Technology (KAIST)
mechanistic interpretability
robustness
trustworthiness
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Citations & Impact
All-time
Citations
224
H-index
4
i10-index
4
Publications
12
Co-authors
5
list available
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Publications
4 items
VisualScratchpad: Inference-time Visual Concepts Analysis in Vision Language Models
2026
Cited
0
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
2025
Cited
0
CytoSAE: Interpretable Cell Embeddings for Hematology
2025
Cited
0
Sparse autoencoders reveal selective remapping of visual concepts during adaptation
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
Paper accepted at NeurIPS 2025 (Sep 2025)
Paper accepted at MICCAI 2025 (May 2025)
Paper accepted at ICLR 2025 (Jan 2025)
Paper accepted at NeurIPS 2024 (Sep 2024)
Paper accepted at NeurIPS 2023 Workshop (Distshift) (Dec 2023)
Paper accepted at ICLR 2023 (Jan 2023)
Paper accepted at EMNLP 2021 (Aug 2021)
Preprint: 'ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts' (Oct 2025)
Preprint: 'CytoSAE: Interpretable Cell Embeddings for Hematology' (Jul 2025)
Preprint: 'Sparse autoencoders reveal selective remapping of visual concepts during adaptation' (Dec 2024)
Selected as student volunteer for MICCAI 2025 (Jul 2025)
Research Experience
Research collaboration at Helmholtz Munich with Dr. Steffen Schneider
Research intern at NAVER AI Lab with Dr. Dongyoon Han (since Oct 2024)
Research intern at Qualcomm AI Research with Dr. Sungha Choi (since Feb 2022)
Visiting scholar at Carnegie Mellon University (since Aug 2023), supported by IITP scholarship
Summer Institute Programme at Helmholtz Munich (Jul 2024), supported by NRF/DAAD scholarship
Co-authors
5 total
Jaegul Choo
Associate Professor, Graduate School of Artificial Intelligence, KAIST
Sungha Choi
Qualcomm AI Research
Byeonggeun Kim
Sr. Applied Scientist at AGI, Amazon
Co-author 4
Steffen Schneider
Helmholtz Munich
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