Sumyeong Ahn

According to our database, Sumyeong Ahn authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

VACoDe: Visual Augmented Contrastive Decoding.

Sihyeon Kim, Boryeong Cho, Sangmin Bae, Sumyeong Ahn, Se-Young Yun

CoRR, 2024

Distributed In-Context Learning under Non-IID Among Clients.

Siqi Liang, Sumyeong Ahn, Jiayu Zhou

CoRR, 2024

FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning.

Seongyoon Kim, Minchan Jeong, Sungnyun Kim, Sungwoo Cho, Sumyeong Ahn, Se-Young Yun

CoRR, 2024

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.

Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou

CoRR, 2024

Fine-tuning Pre-trained Models for Robustness under Noisy Labels.

Sumyeong Ahn, Sihyeon Kim, Jongwoo Ko, Se-Young Yun

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Active Prompt Learning in Vision Language Models.

Jihwan Bang, Sumyeong Ahn, Jae-Gil Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning.

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

CoRR, 2023

Mitigating Dataset Bias by Using Per-Sample Gradient.

Sumyeong Ahn, Seongyoon Kim, Se-Young Yun

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CUDA: Curriculum of Data Augmentation for Long-tailed Recognition.

Sumyeong Ahn, Jongwoo Ko, Se-Young Yun

Proceedings of the Eleventh International Conference on Learning Representations, 2023

NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models.

Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Denoising after Entropy-Based Debiasing a Robust Training Method for Dataset Bias with Noisy Labels.

Sumyeong Ahn, Se-Young Yun

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Neuro-DCF: Design of Wireless MAC via Multi-Agent Reinforcement Learning Approach.

Sangwoo Moon, Sumyeong Ahn, Kyunghwan Son, Jinwoo Park, Yung Yi

Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

2020

Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation.

Hai H. Tran, Sumyeong Ahn, Taeyoung Lee, Yung Yi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Multi-armed Bandit with Additional Observations.

Donggyu Yun, Alexandre Proutière, Sumyeong Ahn, Jinwoo Shin, Yung Yi

Proc. ACM Meas. Anal. Comput. Syst., 2018