Wonseok Jeon

According to our database, Wonseok Jeon authored at least 23 papers between 2013 and 2024.

Collaborative distances:

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

2024

AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability.

Sudhanshu Agrawal, Wonseok Jeon, Mingu Lee

CoRR, 2024

On Speculative Decoding for Multimodal Large Language Models.

Mukul Gagrani, Raghavv Goel, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott

CoRR, 2024

Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs.

Raghavv Goel, Mukul Gagrani, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott

CoRR, 2024

Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement.

Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott

CoRR, 2024

2023

Neural DAG Scheduling via One-Shot Priority Sampling.

Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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 Will Zeng, Piero Zappi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation.

Jongmin Lee, Wonseok Jeon, Byung-Jun Lee, Joelle Pineau, Kee-Eung Kim

Proceedings of the 38th International Conference on Machine Learning, 2021

Regularized Inverse Reinforcement Learning.

Wonseok Jeon, Chen-Yang Su, Paul Barde, Thang Doan, Derek Nowrouzezahrai, Joelle Pineau

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Scalable Multi-Agent Inverse Reinforcement Learning via Actor-Attention-Critic.

Wonseok Jeon, Paul Barde, Derek Nowrouzezahrai, Joelle Pineau

CoRR, 2020

Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization.

Paul Barde, Julien Roy, Wonseok Jeon, Joelle Pineau, Chris Pal, Derek Nowrouzezahrai

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Reinforcement Learning with Converging Goal Space and Binary Reward Function.

Wooseok Rol, Wonseok Jeon, Hamid Bamshad, Hyunseok Yang

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients.

Jongmin Lee, Wonseok Jeon, Geon-Hyeong Kim, Kee-Eung Kim

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Trust Region Sequential Variational Inference.

Geon-hyeong Kim, Youngsoo Jang, Jongmin Lee, Wonseok Jeon, Hongseok Yang, Kee-Eung Kim

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Capacity of Continuous-Space Electromagnetic Channels With Lossy Transceivers.

Wonseok Jeon, Sae-Young Chung

IEEE Trans. Inf. Theory, 2018

Design, Modeling and Optimal Control Strategy for an Under-Actuated Anthropomorphic Robotic Finger.

Wonseok Jeon, Kyungchan Son, Jaegak Lee, Hyemi Jeong, Hyunseok Yang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

A Bayesian Approach to Generative Adversarial Imitation Learning.

Wonseok Jeon, Seokin Seo, Kee-Eung Kim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Automatic page-turning mechanism with near-field electroadhesive force for linearly correctable imaging.

Junseok Lee, Wonseok Jeon, Youngsu Cha, Hyunseok Yang

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016

Capacity of Continuous-Space Electromagnetic Channels with Lossy Transceiver.

Wonseok Jeon, Sae-Young Chung

CoRR, 2016

2015

Improving degrees of freedom of wireless channels using superdirectivity.

Wonseok Jeon, Sae-Young Chung

Proceedings of the IEEE International Symposium on Information Theory, 2015

Interference mitigation utilizing antenna mutual coupling.

Wonseok Jeon, Sae-Young Chung

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2013

The capacity of wireless channels: A physical approach.

Wonseok Jeon, Sae-Young Chung

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013