Jeon, Wonseok

13 publications

ICCV 2025 Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control Seongmin Park, Hyungmin Kim, Sangwoo Kim, Wonseok Jeon, Juyoung Yang, Byeongwook Jeon, Yoonseon Oh, Jungwook Choi

ICLRW 2024 Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott

ICLR 2023 Neural DAG Scheduling via One-Shot Priority Sampling Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott

ICLR 2022 DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations Geon-Hyeong Kim, Seokin Seo, Jongmin Lee, Wonseok Jeon, HyeongJoo Hwang, Hongseok Yang, Kee-Eung Kim

NeurIPS 2022 Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Haanvid Lee, Jongmin Lee, Yunseon Choi, Wonseok Jeon, Byung-Jun Lee, Yung-Kyun Noh, Kee-Eung Kim

NeurIPSW 2022 Neural DAG Scheduling via One-Shot Priority Sampling Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott

NeurIPS 2022 Neural Topological Ordering for Computation Graphs Mukul Gagrani, Corrado Rainone, Yang Yang, Harris Teague, Wonseok Jeon, Roberto Bondesan, Herke van Hoof, Christopher Lott, Weiliang Zeng, Piero Zappi

ICML 2021 OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation Jongmin Lee, Wonseok Jeon, Byungjun Lee, Joelle Pineau, Kee-Eung Kim

ICLR 2021 Regularized Inverse Reinforcement Learning Wonseok Jeon, Chen-Yang Su, Paul Barde, Thang Doan, Derek Nowrouzezahrai, Joelle Pineau

NeurIPS 2020 Adversarial Soft Advantage Fitting: Imitation Learning Without Policy Optimization Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai

AAAI 2020 Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients Jongmin Lee, Wonseok Jeon, Geon-Hyeong Kim, Kee-Eung Kim

ACML 2019 Trust Region Sequential Variational Inference Geon-Hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, Kee-Eung Kim

NeurIPS 2018 A Bayesian Approach to Generative Adversarial Imitation Learning Wonseok Jeon, Seokin Seo, Kee-Eung Kim