Yujin Song

20 papers A* 3B 1C 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers.
CoRR
Ryotaro Kawata, Yujin Song, Alberto Bietti, Naoki Nishikawa, Taiji Suzuki, Samuel Vaiter, Denny Wu
2025 J jnl
How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?
CoRR
Wei Huang, Andi Han, Yujin Song, Yilan Chen, Denny Wu, Difan Zou, Taiji Suzuki
2025 A* conf
Nonlinear transformers can perform inference-time feature learning.
ICML
Naoki Nishikawa, Yujin Song, Kazusato Oko, Denny Wu, Taiji Suzuki
2025 J jnl
Sample-efficient quantum error mitigation via classical learning surrogates.
CoRR
Wei-You Liao, Ge Yan, Yujin Song, Tian-Ci Tian, Wei-Ming Zhu, De-Tao Jiang, Yuxuan Du, He-Liang Huang
2024 A* conf
Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations.
COLT
Kazusato Oko, Yujin Song, Taiji Suzuki, Denny Wu
2024 J jnl
Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations.
CoRR
Kazusato Oko, Yujin Song, Taiji Suzuki, Denny Wu
2024 A* conf
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context.
NeurIPS
Kazusato Oko, Yujin Song, Taiji Suzuki, Denny Wu
2024 J jnl
Pretrained transformer efficiently learns low-dimensional target functions in-context.
CoRR
Kazusato Oko, Yujin Song, Taiji Suzuki, Denny Wu
2024 B conf
Structural Preprocessing Method for Nonlinear Differential-Algebraic Equations Using Linear Symbolic Matrices.
ISSAC
Taihei Oki, Yujin Song
2024 J jnl
Structural Preprocessing Method for Nonlinear Differential-Algebraic Equations Using Linear Symbolic Matrices.
CoRR
Taihei Oki, Yujin Song
2021 — conf
Collective AHU Anomaly Detection for Building Energy Optimization.
ICTC
Marie Kim, Chulho Kim, Yujin Song, Jong-Arm Jun, Cheol Sig Pyo
2021 — conf
Research on Technical and Tactical Characteristics of College Students' Men's Three-on-Three Basketball Match Based on Image Video Sequence Analysis.
ICISCAE (ACM)
Yujin Song
2021 C conf
Searching for Mathematical Formulas Based on Graph Representation Learning.
CICM
Yujin Song, Xiaoyu Chen
2020 C conf
A Model Predictive Control Method for Two Induction Motor Drives Supplied by Four-leg Inverter.
IECON
Yujin Song, Jin Zhao
2020 — conf
Explanation for building energy prediction.
ICTC
Marie Kim, Jong-Arm Jun, Yujin Song, Cheol Sig Pyo
2019 J jnl
Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms.
IEEE Access
Jimin Lee, Hyejin Kim, Hyungjoo Cho, YoungJu Jo, Yujin Song, Daewoong Ahn, Kangwon Lee, YongKeun Park, Sung-Joon Ye
2019 — conf
Residual Seq2Seq model for Building energy management.
ICTC
Marie Kim, Nae-Soo Kim, Yujin Song, Cheol Sig Pyo
2018 — conf
Sequence-to-Sequence model for Building Energy Consumption Prediction.
ICTC
Marie Kim, Jong Arm Jun, Nasoo Kim, Yujin Song, Cheol Sig Pyo
2012 J jnl
Digital Current Sharing Method for Parallel Interleaved DC-DC Converters Using Input Ripple Voltage.
IEEE Trans. Ind. Informatics
Suyong Chae, Yujin Song, Sukin Park, Hakgeun Jeong
2008 — conf
Modeling User Specification Based on Supervisor Control and Petri Nets.
CIMCA/IAWTIC/ISE
Yujin Song, Jongwoog Kim, Jongkun Lee