SY
Sungjoo Yoo
cs.LGcs.CVcs.AIcs.CLcs.IRstat.MLcoronary artery stenosiscs.ARcs.DCcs.GR
On Valency
published · living versionsW_7srt5hed·v1 · currentpublished
Preprints & journals
36 papers in the corpus · 2015–2026PN-Mix: Pair-Norm Guided Mixed-Precision Key Cache Quantization for Efficient Long-Output LLM Inference2610.19605v1 · Gil Jae Song, Sungjoo Yoo2026 · 0 citationsarXiv
Unlocking Structured Pruning for Reasoning Language Models via Attention-Preserving MLP Trimming2610.19121v1 · Woosang Lim, Haneul Yoo, Vincent-Daniel Yun et al.2026 · 0 citationsarXiv
Tailoring the Quantization Space for 1-Bit KV Cache Compression2610.03027v1 · Minsoo Cheong, Donghyun Son, Sungjoo Yoo2026 · 0 citationsarXiv
LiteEvo: Automated, Cost-Efficient Harness Evolution for Generalization to Unseen Tasks2609.33146v1 · Euntae Choi, Sumin Song, Sungjoo Yoo2026 · 0 citationsarXiv
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs2609.32259v2 · Vincent-Daniel Yun, Woosang Lim, Haneul Yoo et al.2026 · 0 citationsarXiv
GraniKV: Asymmetric Granularity KV-Cache Paging for Multi-Agent Systems with Long Shared Prefix2608.15584v2 · Jinhyun Jeon, Sungjoo Yoo2026 · 0 citationsarXiv
KV-Rescue: Recovering Reasoning Language Model KV Eviction Loss via Stepwise Interleaving2608.15797v1 · Minsoo Cheong, Woosang Lim, Vincent-Daniel Yun et al.2026 · 0 citationsarXiv
Output-Aware Rotation for INT2 KV-Cache Quantization2608.02691v4 · Vincent-Daniel Yun, Woosang Lim, Minsoo Cheong et al.2026 · 0 citationsarXiv
LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss2605.08755v1 · Euntae Choi, Sumin Song, Sungjoo Yoo2026 · 0 citationsarXiv
MV-RoMa: From Pairwise Matching into Multi-View Track Reconstruction2603.27542v1 · Jongmin Lee, Seungyeop Kang, Sungjoo Yoo2026 · 0 citationsarXiv
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache2505.18231v3 · Donghyun Son, Euntae Choi, Sungjoo Yoo2025 · 0 citationsarXiv
Gaussian Weight Sampling for Scalable, Efficient and Stable Pseudo-Quantization Training2505.11170v1 · Myeonghwan Ahn, Sungjoo Yoo2025 · 0 citationsarXiv
Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free2505.03810v2 · Euntae Choi, Sumin Song, Woosang Lim et al.2025 · 0 citationsarXiv
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer2502.15779v2 · Euntae Choi, Sumin Song, Woosang Lim et al.2025 · 1 citationarXiv
Dense-SfM: Structure from Motion with Dense Consistent Matching2501.14277v3 · JongMin Lee, Sungjoo Yoo2025 · 13 citationsarXiv
Baking Relightable NeRF for Real-time Direct/Indirect Illumination Rendering2409.10327v1 · Euntae Choi, Vincent Carpentier, Seunghun Shin et al.2024 · 0 citationsarXiv
Phys3DGS: Physically-based 3D Gaussian Splatting for Inverse Rendering2409.10335v1 · Euntae Choi, Sungjoo Yoo2024 · 0 citationsarXiv
Breaking MLPerf Training: A Case Study on Optimizing BERT2402.02447v1 · Yongdeok Kim, Jaehyung Ahn, Myeongwoo Kim et al.2024 · 0 citationsarXiv
Geometry Transfer for Stylizing Radiance Fields2402.00863v3 · Hyunyoung Jung, Seonghyeon Nam, Nikolaos Sarafianos et al.2024 · 10 citationsarXiv
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization2311.06798v2 · Han-Byul Kim, Joo Hyung Lee, Sungjoo Yoo et al.2023 · 4 citationsarXiv
MFOS: Model-Free & One-Shot Object Pose Estimation2310.01897v1 · JongMin Lee, Yohann Cabon, Romain Br'egier et al.2023 · 13 citationsarXiv
Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing2306.15577v1 · Junwhan Ahn, Sungpack Hong, Sungjoo Yoo et al.2023 · 0 citationsarXiv
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation2303.16493v1 · Hyunyoung Jung, Zhuo Hui, Lei Luo et al.2023 · 25 citationsarXiv
Memory Efficient Patch-based Training for INR-based GANs2207.01395v2 · Namwoo Lee, Hyunsu Kim, Gayoung Lee et al.2022 · 0 citationsarXiv
NIPQ: Noise proxy-based Integrated Pseudo-Quantization2206.00820v2 · Juncheol Shin, Junhyuk So, Sein Park et al.2022 · 20 citationsarXiv
On the Overlooked Significance of Underutilized Contextual Features in Recent News Recommendation Models2112.14370v1 · Sungmin Cho, Hongjun Lim, Keunchan Park et al.2021 · 2 citationsarXiv
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation2108.08829v1 · Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo2021 · 135 citationsarXiv
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing2104.14754v2 · Hyunsu Kim, Yunjey Choi, Junho Kim et al.2021 · 137 citationsarXiv
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation2008.08273v2 · Sung Min Cho, Eunhyeok Park, Sungjoo Yoo2020 · 65 citationsarXiv
PROFIT: A Novel Training Method for sub-4-bit MobileNet Models2008.04693v1 · Eunhyeok Park, Sungjoo Yoo2020 · 68 citationsarXiv
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss1908.05840v1 · Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park et al.2019 · 120 citationsProceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2019, pp. 9056-9065
A wide range gate data acquisition for diagnosing coronary artery disease.31403732 · Lee, Daehyeon, Yoo, Sungjoo, Kim, Dong-Bin2020 · 1 citationEchocardiography (Mount Kisco, N.Y.). 2019;36(8):1467-1474
Precision Highway for Ultra Low-Precision Quantization1812.09818v1 · Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo et al.2018 · 11 citationsarXiv
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications1811.09886v2 · Jongsoo Park, Maxim Naumov, Protonu Basu et al.2018 · 132 citationsarXiv
Value-aware Quantization for Training and Inference of Neural Networks1804.07802v1 · Eunhyeok Park, Sungjoo Yoo, Peter Vajda2018 · 190 citationsarXiv
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications1511.06530v2 · Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo et al.2015 · 735 citationsarXiv
Career total: 296 works. 36 are in this corpus.
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