Wonseok Jeon

Computer Science · Physical Sciences

6h-index236citations30works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Reinforcement Learning in Robotics(7), Topic Modeling(4), Natural Language Processing Techniques(4), Advanced Vision and Imaging(4), Adversarial Robustness in Machine Learning(4)

Publications30 total

Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control
arXiv (Cornell University)·2025Open Access
Quantization-Aware Imitation-Learning for Resource-Efficient Robotic Control
arXiv (Cornell University)·2024Open Access
A ruptured aneurysmal subarachnoid hemorrhage and vasospasm initially manifesting as acute ischemic stroke: a case report
Journal of Neurocritical Care·2024Open Access
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability
arXiv (Cornell University)·2024Open Access
Multiple Cranial Neuropathy with Anti-Ma2 Antibody
Journal of the Korean Neurological Association·2024Open Access
On Speculative Decoding for Multimodal Large Language Models
arXiv (Cornell University)·2024Open Access
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs
arXiv (Cornell University)·2024Open Access
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement
arXiv (Cornell University)·2024Open Access
Circulating proteins to predict COVID-19 severity
Scientific Reports·2023· 19 citedOpen Access
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
arXiv (Cornell University)·2022· 1 citedOpen Access
Neural Topological Ordering for Computation Graphs
arXiv (Cornell University)·2022· 4 citedOpen Access
Cerebral Venous Thrombosis without Thrombocytopenia after COVID-19 Vaccination
Journal of the Korean Neurological Association·2022· 1 citedOpen Access
Circulating proteins to predict adverse COVID-19 outcomes
2021· 3 citedOpen Access
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
arXiv (Cornell University)·2021· 4 citedOpen Access
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
arXiv (Cornell University)·2021· 3 citedOpen Access
Slag foaming estimation in the electric arc furnace using machine learning based long short-term memory networks
Journal of Materials Research and Technology·2021· 39 citedOpen Access
Regularized Inverse Reinforcement Learning
arXiv (Cornell University)·2020· 2 citedOpen Access
Reinforcement Learning with Converging Goal Space and Binary Reward Function
2020· 2 cited
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization
PolyPublie (École Polytechnique de Montréal)·2020· 4 cited
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization
arXiv (Cornell University)·2020· 4 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Hyunseok Yang(8), Joëlle Pineau(8), Kyungchan Son(6), Kee-Eung Kim(5), Jongmin Lee(4), Paul Barde(4), Derek Nowrouzezahrai(4), Mukul Gagrani(4), Christopher M. Lott(4), Wooyoung Jeong(3), Jaegak Lee(3), Chen‐Yang Su(3), Byung-Jun Lee(3), Raghavv Goel(3), Mingu Lee(3), Hae‐Jin Hwang(2), Hyungsic Um(2), Sirui Zhou(2), Edgar Gonzalez‐Kozlova(2), Guillaume Butler‐Laporte(2)