Publications

Jaeheun Jung, Jaehyuk Lee, Chang-Hae Jung, Hanyoung Kim, Bosung Jung, Donghun Lee (2025). Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition. In ICML 2025.

Taehun Cha, Donghun Lee (2025). ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. In AAAI 2025.

Taehun Cha, Donghun Lee (2024). Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. In EMNLP 2024 Findings.

Keunsuk Cho, Jeong-Un Ha, Jihun Lim, Jongwon Han, Seungryong Kim, Donghun Lee (2024). PPSD GAN: PPSD-informed Generative Model for Ambient Seismic Noise Synthesizing. In IEEE GRSL.

Jaeheun Jung, Donghun Lee (2024). Bypassing Stationary Points in Training Deep Learning Models. In IEEE TNNLS.

Donghun Lee, Warren B. Powell (2022). Online Learning with Regularized Knowledge Gradients. In PAKDD 2022.

Donghun Lee, Warren B. Powell (2019). Bias-Corrected Q-Learning With Multistate Extension. In IEEE TAC.