Sungryull Sohn

According to our database, Sungryull Sohn authored at least 27 papers between 2013 and 2024.

Collaborative distances:

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

2024

AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents.

Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

CoRR, 2024

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models.

Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Code Models are Zero-shot Precondition Reasoners.

Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Zhe Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

CoRR, 2023

MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning.

Dong-Ki Kim, Sungryull Sohn, Lajanugen Logeswaran, Dongsub Shim, Honglak Lee

CoRR, 2023

Multimodal Subtask Graph Generation from Instructional Videos.

Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee

CoRR, 2023

SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations.

Youngsoo Jang, Geon-Hyeong Kim, Jongmin Lee, Sungryull Sohn, Byoungjip Kim, Honglak Lee, Moontae Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning.

Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

TOD-Flow: Modeling the Structure of Task-Oriented Dialogues.

Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Picture is Worth a Thousand Words: Language Models Plan from Pixels.

Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unsupervised Task Graph Generation from Instructional Video Transcripts.

Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Fast inference and transfer of compositional task structures for few-shot task generalization.

Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Learning Parameterized Task Structure for Generalization to Unseen Entities.

Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-task Hierarchical Reinforcement Learning for Compositional Tasks.

Sungryull Sohn

PhD thesis, 2021

Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning.

Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment.

Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks.

Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee

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

2020

Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments.

Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh

CoRR, 2020

BRPO: Batch Residual Policy Optimization.

Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed H. Chi, Craig Boutilier

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies.

Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Revisiting Gist-PCA Hashing for Near Duplicate Image Detection.

Hyunwoo Kim, SungRyull Sohn, Junmo Kim

J. Signal Process. Syst., 2019

2018

Multitask Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies.

Sungryull Sohn, Junhyuk Oh, Honglak Lee

CoRR, 2018

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies.

Sungryull Sohn, Junhyuk Oh, Honglak Lee

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

2017

Uncorrelated Component Analysis-Based Hashing.

Sungryull Sohn, Hyunwoo Kim, Junmo Kim

IEEE Trans. Image Process., 2017

Learning to Generate Long-term Future via Hierarchical Prediction.

Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Supervised Hashing via Uncorrelated Component Analysis.

SungRyull Sohn, Hyunwoo Kim, Junmo Kim

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Facial age estimation via extended curvature Gabor filter.

Jiwhan Kim, Dongyoon Han, Sungryull Sohn, Junmo Kim

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2013

High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices.

SungRyull Sohn, Hansang Lee, Heechul Jung, Junmo Kim

Proceedings of the IEEE International Conference on Consumer Electronics, 2013