Sumyeong Ahn

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Multi Armed Bandit

Electronic Health Records

Top Venues

Publications

Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning. CoRR (2024)
Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models. CoRR (2024)
Sumyeong Ahn, Jongwoo Ko, Se-Young Yun
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition. CoRR (2023)
Sumyeong Ahn, Sihyeon Kim, Jongwoo Ko, Se-Young Yun
Fine tuning Pre trained Models for Robustness Under Noisy Labels. CoRR (2023)
Sumyeong Ahn, Seongyoon Kim, Se-Young Yun
Mitigating Dataset Bias by Using Per-Sample Gradient. ICLR (2023)
Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. CoRR (2023)
Jihwan Bang, Sumyeong Ahn, Jae-Gil Lee
Active Prompt Learning in Vision Language Models. CoRR (2023)
Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen
Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning. CoRR (2023)
Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. EMNLP (Findings) (2023)
Sumyeong Ahn, Jongwoo Ko, Se-Young Yun
CUDA: Curriculum of Data Augmentation for Long-tailed Recognition. ICLR (2023)
Sumyeong Ahn, Se-Young Yun
Denoising after Entropy-Based Debiasing a Robust Training Method for Dataset Bias with Noisy Labels. AAAI (2023)
Sumyeong Ahn, Seongyoon Kim, Se-Young Yun
Mitigating Dataset Bias by Using Per-sample Gradient. CoRR (2022)
Sumyeong Ahn, Se-Young Yun
Denoising after Entropy-based Debiasing A Robust Training Method for Dataset Bias with Noisy Labels. CoRR (2022)
Sangwoo Moon, Sumyeong Ahn, Kyunghwan Son, Jinwoo Park, Yung Yi
Neuro-DCF: Design of Wireless MAC via Multi-Agent Reinforcement Learning Approach. MobiHoc (2021)
Hai H. Tran, Sumyeong Ahn, Taeyoung Lee, Yung Yi
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. CoRR (2020)
Hai H. Tran, Sumyeong Ahn, Taeyoung Lee, Yung Yi
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. ICPR (2020)
Donggyu Yun, Alexandre Proutière, Sumyeong Ahn, Jinwoo Shin, Yung Yi
Multi-armed Bandit with Additional Observations. Proc. ACM Meas. Anal. Comput. Syst. 2 (1) (2018)
Donggyu Yun, Sumyeong Ahn, Alexandre Proutière, Jinwoo Shin, Yung Yi
Multi-armed Bandit with Additional Observations. SIGMETRICS (Abstracts) (2018)