Bongsoo Yi

According to our database, Bongsoo Yi authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Quantum Lipschitz Bandits.

Bongsoo Yi, Yue Kang, Yao Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions.

Yue Kang, Mingshuo Liu, Bongsoo Yi, Jing Lyu, Zhi Zhang, Doudou Zhou, Yao Li

CoRR, June, 2025

2024

Biased Dueling Bandits with Stochastic Delayed Feedback.

Bongsoo Yi, Yue Kang, Yao Li

Trans. Mach. Learn. Res., 2024

TART: Boosting Clean Accuracy Through Tangent Direction Guided Adversarial Training.

Bongsoo Yi, Rongjie Lai, Yao Li

CoRR, 2024

2023

A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise.

Jongwoo Ko, Bongsoo Yi, Se-Young Yun

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

2022

ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise.

Jongwoo Ko, Bongsoo Yi, Se-Young Yun

CoRR, 2022

2021

Graph Optimal Transport with Transition Couplings of Random Walks.

Kevin O'Connor, Bongsoo Yi, Kevin McGoff, Andrew B. Nobel

CoRR, 2021