Wonseok Jeon

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Variational Inference

Reward Function

Continuous Action

Stationary Distribution

Top Venues

IEEE Trans. Inf. Theory

Publications

Mukul Gagrani, Raghavv Goel, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott
On Speculative Decoding for Multimodal Large Language Models. CoRR (2024)
Raghavv Goel, Mukul Gagrani, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs. CoRR (2024)
Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement. CoRR (2024)
Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott
Neural DAG Scheduling via One-Shot Priority Sampling. ICLR (2023)
Haanvid Lee, Jongmin Lee, Yunseon Choi, Wonseok Jeon, Byung-Jun Lee, Yung-Kyun Noh, Kee-Eung Kim
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions. NeurIPS (2022)
Geon-Hyeong Kim, Seokin Seo, Jongmin Lee, Wonseok Jeon, HyeongJoo Hwang, Hongseok Yang, Kee-Eung Kim
DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations. ICLR (2022)
Mukul Gagrani, Corrado Rainone, Yang Yang, Harris Teague, Wonseok Jeon, Roberto Bondesan, Herke van Hoof, Christopher Lott, Weiliang Will Zeng, Piero Zappi
Neural Topological Ordering for Computation Graphs. NeurIPS (2022)
Mukul Gagrani, Corrado Rainone, Yang Yang, Harris Teague, Wonseok Jeon, Herke Van Hoof, Weiliang Will Zeng, Piero Zappi, Christopher Lott, Roberto Bondesan
Neural Topological Ordering for Computation Graphs. CoRR (2022)
Haanvid Lee, Jongmin Lee, Yunseon Choi, Wonseok Jeon, Byung-Jun Lee, Yung-Kyun Noh, Kee-Eung Kim
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions. CoRR (2022)
Jongmin Lee, Wonseok Jeon, Byung-Jun Lee, Joelle Pineau, Kee-Eung Kim
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation. CoRR (2021)
Wonseok Jeon, Chen-Yang Su, Paul Barde, Thang Doan, Derek Nowrouzezahrai, Joelle Pineau
Regularized Inverse Reinforcement Learning. ICLR (2021)
Jongmin Lee, Wonseok Jeon, Byung-Jun Lee, Joelle Pineau, Kee-Eung Kim
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation. ICML (2021)
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Christopher J. Pal, Derek Nowrouzezahrai
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. CoRR (2020)
Wonseok Jeon, Chen-Yang Su, Paul Barde, Thang Doan, Derek Nowrouzezahrai, Joelle Pineau
Regularized Inverse Reinforcement Learning. CoRR (2020)
Jongmin Lee, Wonseok Jeon, Geon-Hyeong Kim, Kee-Eung Kim
Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients. AAAI (2020)
Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. NeurIPS (2020)
Wooseok Rol, Wonseok Jeon, Hamid Bamshad, Hyunseok Yang
Reinforcement Learning with Converging Goal Space and Binary Reward Function. CASE (2020)
Wonseok Jeon, Paul Barde, Derek Nowrouzezahrai, Joelle Pineau
Scalable Multi-Agent Inverse Reinforcement Learning via Actor-Attention-Critic. CoRR (2020)
Geon-hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, Kee-Eung Kim
Trust Region Sequential Variational Inference. ACML (2019)
Wonseok Jeon, Seokin Seo, Kee-Eung Kim
A Bayesian Approach to Generative Adversarial Imitation Learning. NeurIPS (2018)
Wonseok Jeon, Sae-Young Chung
Capacity of Continuous-Space Electromagnetic Channels With Lossy Transceivers. IEEE Trans. Inf. Theory 64 (3) (2018)
Wonseok Jeon, Kyungchan Son, Jaegak Lee, Hyemi Jeong, Hyunseok Yang
Design, Modeling and Optimal Control Strategy for an Under-Actuated Anthropomorphic Robotic Finger. ROBIO (2018)
Junseok Lee, Wonseok Jeon, Youngsu Cha, Hyunseok Yang
Automatic page-turning mechanism with near-field electroadhesive force for linearly correctable imaging. IROS (2017)
Wonseok Jeon, Sae-Young Chung
Capacity of Continuous-Space Electromagnetic Channels with Lossy Transceiver. CoRR (2016)
Wonseok Jeon, Sae-Young Chung
Improving degrees of freedom of wireless channels using superdirectivity. ISIT (2015)
Wonseok Jeon, Sae-Young Chung
Interference mitigation utilizing antenna mutual coupling. ACSSC (2015)
Wonseok Jeon, Sae-Young Chung
The Capacity of Wireless Channels: A Physical Approach CoRR (2013)
Wonseok Jeon, Sae-Young Chung
The capacity of wireless channels: A physical approach. ISIT (2013)