Sungryull Sohn

51 papers A* 16A 1B 1C 2Journal 25Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance. EACL (Volume 1: Long Papers) Yao Fu, Ran Qiu, Xinhe Wang, Jacob Sansom, Sathvika Ayyappa Prabhu, Huijie Tang, Jaekyeom Kim, Sungryull Sohn, Honglak Lee
2026	J	`jnl`	Gaming the Judge: Unfaithful Chain-of-Thought Can Undermine Agent Evaluation. CoRR Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Sungryull Sohn, Yunxiang Zhang, Moontae Lee, Hao Peng, Lu Wang, Honglak Lee
2026	J	`jnl`	Scaling Web Agent Training through Automatic Data Generation and Fine-grained Evaluation. CoRR Lajanugen Logeswaran, Jaekyeom Kim, Sungryull Sohn, Creighton Glasscock, Honglak Lee
2025	J	`jnl`	Do Not Trust Licenses You See: Dataset Compliance Requires Massive-Scale AI-Powered Lifecycle Tracing. CoRR Jaekyeom Kim, Sungryull Sohn, Gerrard Jeongwon Jo, Jihoon Choi, Kyunghoon Bae, Hwayoung Lee, Yongmin Park, Honglak Lee
2025	C	`conf`	Hierarchical Decomposition Framework for Steiner Tree Packing Problem. ICORES 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
2025	—	`conf`	Interactive and Expressive Code-Augmented Planning with Large Language Models. ACL (1) Anthony Zhe Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee
2025	A*	`conf`	Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents. CVPR Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Dong-Ki Kim, Kyunghoon Bae, Honglak Lee
2025	J	`jnl`	Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents. CoRR Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Dong-Ki Kim, Kyunghoon Bae, Honglak Lee
2024	—	`conf`	Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents. EMNLP (Findings) Jaekyeom Kim, Dong-Ki Kim, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
2024	J	`jnl`	Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents. CoRR Jaekyeom Kim, Dong-Ki Kim, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
2024	A*	`conf`	AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents. NeurIPS Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee
2024	J	`jnl`	AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents. CoRR Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee
2024	—	`conf`	Code Models are Zero-shot Precondition Reasoners. NAACL-HLT Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee
2024	J	`jnl`	Interactive and Expressive Code-Augmented Planning with Large Language Models. CoRR Anthony Z. Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee
2024	A*	`conf`	Unsupervised Object Interaction Learning with Counterfactual Dynamics Models. AAAI Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee
2023	A*	`conf`	A Picture is Worth a Thousand Words: Language Models Plan from Pixels. EMNLP Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
2023	J	`jnl`	A Picture is Worth a Thousand Words: Language Models Plan from Pixels. CoRR Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee
2023	J	`jnl`	Code Models are Zero-shot Precondition Reasoners. CoRR Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Zhe Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee
2023	A*	`conf`	From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. EMNLP Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai
2023	J	`jnl`	From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. CoRR Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai
2023	J	`jnl`	MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning. CoRR Dong-Ki Kim, Sungryull Sohn, Lajanugen Logeswaran, Dongsub Shim, Honglak Lee
2023	J	`jnl`	Multimodal Subtask Graph Generation from Instructional Videos. CoRR Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee
2023	A*	`conf`	SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations. NeurIPS Youngsoo Jang, Geon-Hyeong Kim, Jongmin Lee, Sungryull Sohn, Byoungjip Kim, Honglak Lee, Moontae Lee
2023	A*	`conf`	TOD-Flow: Modeling the Structure of Task-Oriented Dialogues. EMNLP Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee
2023	J	`jnl`	TOD-Flow: Modeling the Structure of Task-Oriented Dialogues. CoRR Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee
2023	—	`conf`	Unsupervised Task Graph Generation from Instructional Video Transcripts. ACL (Findings) Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee
2023	J	`jnl`	Unsupervised Task Graph Generation from Instructional Video Transcripts. CoRR Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee
2022	J	`jnl`	Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization. CoRR Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
2022	A	`conf`	Fast inference and transfer of compositional task structures for few-shot task generalization. UAI Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
2022	A*	`conf`	Learning Parameterized Task Structure for Generalization to Unseen Entities. AAAI Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
2022	J	`jnl`	Learning Parameterized Task Structure for Generalization to Unseen Entities. CoRR Anthony Z. Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
2021	—	`—`	Multi-task Hierarchical Reinforcement Learning for Compositional Tasks. Sungryull Sohn
2021	A*	`conf`	Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment. IJCAI Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
2021	A*	`conf`	Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. ICML Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
2021	J	`jnl`	Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. CoRR Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
2021	A*	`conf`	Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. NeurIPS Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
2021	J	`jnl`	Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. CoRR Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
2020	A*	`conf`	BRPO: Batch Residual Policy Optimization. IJCAI Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed H. Chi, Craig Boutilier
2020	J	`jnl`	BRPO: Batch Residual Policy Optimization. CoRR Sungryull Sohn, Yinlam Chow, Jayden Ooi, Ofir Nachum, Honglak Lee, Ed H. Chi, Craig Boutilier
2020	A*	`conf`	Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. ICLR Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
2020	J	`jnl`	Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. CoRR Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
2020	J	`jnl`	Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments. CoRR Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
2019	J	`jnl`	Revisiting Gist-PCA Hashing for Near Duplicate Image Detection. J. Signal Process. Syst. Hyunwoo Kim, Sungryull Sohn, Junmo Kim
2018	A*	`conf`	Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. NeurIPS Sungryull Sohn, Junhyuk Oh, Honglak Lee
2018	J	`jnl`	Multitask Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. CoRR Sungryull Sohn, Junhyuk Oh, Honglak Lee
2017	A*	`conf`	Learning to Generate Long-term Future via Hierarchical Prediction. ICML Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
2017	J	`jnl`	Learning to Generate Long-term Future via Hierarchical Prediction. CoRR Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
2017	J	`jnl`	Uncorrelated Component Analysis-Based Hashing. IEEE Trans. Image Process. Sungryull Sohn, Hyunwoo Kim, Junmo Kim
2016	A*	`conf`	Supervised Hashing via Uncorrelated Component Analysis. AAAI Sungryull Sohn, Hyunwoo Kim, Junmo Kim
2015	B	`conf`	Facial age estimation via extended curvature Gabor filter. ICIP Jiwhan Kim, Dongyoon Han, Sungryull Sohn, Junmo Kim
2013	C	`conf`	High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices. ICCE Sungryull Sohn, Hansang Lee, Heechul Jung, Junmo Kim