Author

Junhyuk So

Observed name: So, Junhyuk

Institution: Pohang University of Science and Technology

Observed institutions: Pohang University of Science and Technology, University of Seoul

ORCID: 0000-0002-9210-1284

Observed ORCID: 0000-0002-9210-1284

OpenAlex ID: A5032614836

Learning Fair Representation via Distributional Contrastive Disentanglement

2022 · Changdae Oh, Heeji Won, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 37

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Temporal Dynamic Quantization for Diffusion Models

2023 · Junhyuk So, Jungwon Lee, et al. · neural information processing systems · 32

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NIPQ: Noise proxy-based Integrated Pseudo-Quantization

2023 · Juncheol Shin, Junhyuk So, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 30

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Geodesic Multi-Modal Mixup for Robust Fine-Tuning

2023 · Changdae Oh, Junhyuk So, et al. · neural information processing systems · 23

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FRDiff : Feature Reuse for Universal Training-Free Acceleration of Diffusion Models

2024 · Junhyuk So, Jungwon Lee, et al. · Lecture notes in computer science · 22

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Exploiting Activation Sparsity for Fast CNN Inference on Mobile GPUs

2021 · Chanyoung Oh, Junhyuk So, et al. · ACM Transactions on Embedded Computing Systems · 8

Grouped Speculative Decoding for Autoregressive Image Generation

2025 · Junhyuk So, Juncheol Shin, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 5

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Machine-Learning-Based Optimal Design of a 100 kW, 99% Efficiency, 70 kV Insulated, Leakage-Inductance-Integrated Medium-Frequency Transformer

2026 · Eunchong Noh, Junhyuk So, et al. · IEEE Transactions on Industrial Electronics · 3

Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking

2025 · Junhyuk So, Chiwoong Lee, et al. · neural information processing systems · 3

Machine-Learning Based Optimal Design of a Wireless Power Transfer Coil for Battery-Powered Tram

2023 · Eunchong Noh, Junhyuk So, et al. · International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia) · 3

PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models

2025 · Junhyuk So, Jiwoong Shin, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2

Robust Contrastive Learning With Dynamic Mixed Margin

2023 · Junhyuk So, Yongtaek Lim, et al. · IEEE Access · 2

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Beyond Confidence: Test-Time Scaling for Multi-Turn Search Agents via Retrieval Grounding

2026 · Hyunho Kook, Junhyuk So, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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LoopCD: Loop-wise Contrastive Decoding for Improving Reasoning in Looped Language Models

2026 · Byeongho Yu, Junhyuk So, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)

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Works count: 17

Citation count: 176

H-index: 6

I10-index: 5