Sungryull Sohn

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 34

Top Topics

Reinforcement Learning

Component Analysis

Top Venues

Publications

Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models. AAAI (2024)
Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee
Code Models are Zero-shot Precondition Reasoners. NAACL-HLT (2024)
Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee
AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents. CoRR (2024)
Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. CoRR (2023)
Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee
Unsupervised Task Graph Generation from Instructional Video Transcripts. CoRR (2023)
Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee
Unsupervised Task Graph Generation from Instructional Video Transcripts. ACL (Findings) (2023)
Dong-Ki Kim, Sungryull Sohn, Lajanugen Logeswaran, Dongsub Shim, Honglak Lee
MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning. CoRR (2023)
Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee
Multimodal Subtask Graph Generation from Instructional Videos. CoRR (2023)
Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues. EMNLP (2023)
Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. EMNLP (2023)
Youngsoo Jang, Geon-Hyeong Kim, Jongmin Lee, Sungryull Sohn, Byoungjip Kim, Honglak Lee, Moontae Lee
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations. NeurIPS (2023)
Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
A Picture is Worth a Thousand Words: Language Models Plan from Pixels. CoRR (2023)
Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Zhe Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee
Code Models are Zero-shot Precondition Reasoners. CoRR (2023)
Anthony Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
A Picture is Worth a Thousand Words: Language Models Plan from Pixels. EMNLP (2023)
Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues. CoRR (2023)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast inference and transfer of compositional task structures for few-shot task generalization. UAI (2022)
Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
Learning Parameterized Task Structure for Generalization to Unseen Entities. AAAI (2022)
Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
Learning Parameterized Task Structure for Generalization to Unseen Entities. CoRR (2022)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization. CoRR (2022)
Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment. IJCAI (2021)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. ICML (2021)
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. CoRR (2021)
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. NeurIPS (2021)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. CoRR (2021)
Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments. CoRR (2020)
Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed Chi, Craig Boutilier
BRPO: Batch Residual Policy Optimization. IJCAI (2020)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. CoRR (2020)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. ICLR (2020)
Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed Chi, Craig Boutilier
BRPO: Batch Residual Policy Optimization. CoRR (2020)
Sungryull Sohn, Junhyuk Oh, Honglak Lee
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. NeurIPS (2018)
Sungryull Sohn, Junhyuk Oh, Honglak Lee
Multitask Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. CoRR (2018)
Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
Learning to Generate Long-term Future via Hierarchical Prediction. CoRR (2017)
Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
Learning to Generate Long-term Future via Hierarchical Prediction. ICML (2017)
Sungryull Sohn, Hyunwoo Kim, Junmo Kim
Uncorrelated Component Analysis-Based Hashing. IEEE Trans. Image Process. 26 (8) (2017)
Jiwhan Kim, Dongyoon Han, Sungryull Sohn, Junmo Kim
Facial age estimation via extended curvature Gabor filter. ICIP (2015)