Graph Optimal Transport with Transition Couplings of Random Walks. - Kevin O'Connor; Bongsoo Yi; Kevin McGoff; Andrew B. Nobel (CoRR, 2021)

ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise. - Jongwoo Ko; Bongsoo Yi; Se-Young Yun (CoRR, 2022)

A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise. - Jongwoo Ko; Bongsoo Yi; Se-Young Yun (AAAI, 2023)

TART: Boosting Clean Accuracy Through Tangent Direction Guided Adversarial Training. - Bongsoo Yi; Rongjie Lai; Yao Li (CoRR, 2024)

Biased Dueling Bandits with Stochastic Delayed Feedback. - Bongsoo Yi; Yue Kang; Yao Li (Trans. Mach. Learn. Res., 2024)

Quantum Lipschitz Bandits. - Bongsoo Yi; Yue Kang; Yao Li (CoRR, 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, 2025)