Hyeong Kyu Choi

According to our database, Hyeong Kyu Choi authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

How Contaminated Is Your Benchmark? Quantifying Dataset Leakage in Large Language Models with Kernel Divergence.

Hyeong Kyu Choi, Maxim Khanov, Hongxin Wei, Yixuan Li

CoRR, February, 2025

Mitigating Selection Bias with Node Pruning and Auxiliary Options.

Hyeong Kyu Choi, Weijie Xu, Chi Xue, Stephanie Eckman, Chandan K. Reddy

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Safety-Aware Fine-Tuning of Large Language Models.

Hyeong Kyu Choi, Xuefeng Du, Yixuan Li

CoRR, 2024

PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning.

Hyeong Kyu Choi, Yixuan Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Recurrent DETR: Transformer-Based Object Detection for Crowded Scenes.

Hyeong Kyu Choi, Chong Keun Paik, Hyun Woo Ko, Min-Chul Park, Hyunwoo J. Kim

IEEE Access, 2023

NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA.

Hyeong Kyu Choi, Seunghun Lee, Jaewon Chu, Hyunwoo J. Kim

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models.

Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Relation-Aware Language-Graph Transformer for Question Answering.

Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeon-Jin Park, Ji-Hoon Kim, Jisu Jeong, Kyung-Min Kim, Hyunwoo J. Kim

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

2022

TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers.

Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection.

Jihwan Park, Seungjun Lee, Hwan Heo, Hyeong Kyu Choi, Hyunwoo J. Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2018

Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model.

Hyeong Kyu Choi

CoRR, 2018