Sohn, Sungryull

27 publications

CVPR 2025 Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Dong-Ki Kim, Kyunghoon Bae, Honglak Lee

NeurIPS 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

ICMLW 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

NeurIPSW 2024 Mobile OS Task Procedure Extraction from YouTube Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Honglak Lee

ICMLW 2024 SkillAct: Using Skill Abstractions Improves LLM Agents Anthony Zhe Liu, Jongwook Choi, Sungryull Sohn, Yao Fu, Jaekyeom Kim, Dong-Ki Kim, Xinhe Wang, Jaewon Yoo, Honglak Lee

AAAI 2024 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee

ICLRW 2023 A Picture Is Worth a Thousand Words: Language Models Plan from Pixels Anthony Zhe Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

ICMLW 2023 Hierarchical Decomposition Framework for Feasibility-Hard Combinatorial Optimization Hanbum Ko, Minu Kim, Han-Seul Jeong, Sunghoon Hong, Deunsol Yoon, Youngjoon Park, Woohyung Lim, Honglak Lee, Moontae Lee, Kanghoon Lee, Sungbin Lim, Sungryull Sohn

ICMLW 2023 Learning Higher Order Skills That Efficiently Compose Anthony Zhe Liu, Dong-Ki Kim, Sungryull Sohn, Honglak Lee

ICLRW 2023 Multimodal Subtask Graph Generation from Instructional Videos Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee

NeurIPSW 2023 Reasoning About Action Preconditions with Programs Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

NeurIPS 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

NeurIPSW 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn, Yiwei Lyu, Anthony Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

ICLRW 2023 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee

UAI 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

AAAI 2022 Learning Parameterized Task Structure for Generalization to Unseen Entities Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee

NeurIPSW 2022 ReSPack: A Large-Scale Rectilinear Steiner Tree Packing Data Generator and Benchmark Kanghoon Lee, Youngjoon Park, Han-Seul Jeong, Sunghoon Hong, Deunsol Yoon, Sungryull Sohn, Minu Kim, Hanbum Ko, Moontae Lee, Honglak Lee, Kyunghoon Kim, Euihyuk Kim, Seonggeon Cho, Jaesang Min, Woohyung Lim

NeurIPSW 2021 Fast Inference and Transfer of Compositional Task for Few-Shot Task Generalization Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee

NeurIPSW 2021 Learning Parameterized Task Structure for Generalization to Unseen Entities Anthony Zhe Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee

IJCAI 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

ICML 2021 Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm H Van Seijen, Mehdi Fatemi, Honglak Lee

NeurIPS 2021 Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee

IJCAI 2020 BRPO: Batch Residual Policy Optimization Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed H. Chi, Craig Boutilier

ICLR 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee

NeurIPS 2018 Hierarchical Reinforcement Learning for Zero-Shot Generalization with Subtask Dependencies Sungryull Sohn, Junhyuk Oh, Honglak Lee

ICML 2017 Learning to Generate Long-Term Future via Hierarchical Prediction Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee

AAAI 2016 Supervised Hashing via Uncorrelated Component Analysis SungRyull Sohn, Hyunwoo Kim, Junmo Kim