Sunghwan Kim

21 papers A* 3Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping.
WWW
Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee
2026 J jnl
AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping.
CoRR
Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee
2026 J jnl
Success and failure of human-AI collaboration in clinical reasoning: An experimental study on challenging real-world cases.
Int. J. Medical Informatics
Kai Tzu-iunn Ong, Junwon Seo, Hyojun Kim, JiWoo Kim, Jihoon Kim, Sunghwan Kim, Jinyoung Yeo, Eun Young Choi
2025 J jnl
Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance.
CoRR
Taeyoon Kwon, Dongwook Choi, Sunghwan Kim, Hyojun Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, Jinyoung Yeo
2025 — conf
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study.
ACL (1)
Dongil Yang, Minjin Kim, Sunghwan Kim, Beong-woo Kwak, Minjun Park, Jinseok Hong, Woontack Woo, Jinyoung Yeo
2025 J jnl
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study.
CoRR
Dongil Yang, Minjin Kim, Sunghwan Kim, Beong-woo Kwak, Minjun Park, Jinseok Hong, Woontack Woo, Jinyoung Yeo
2025 — conf
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.
ACL (1)
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo
2025 J jnl
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.
CoRR
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo
2025 — conf
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions.
EMNLP (Findings)
Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, Jinyoung Yeo
2025 J jnl
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions.
CoRR
Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, Jinyoung Yeo
2025 J jnl
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action.
CoRR
Tongyoung Kim, Jeongeun Lee, Soojin Yoon, Sunghwan Kim, Dongha Lee
2025 A* conf
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
ICLR
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo
2025 J jnl
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents.
CoRR
Hyungjoo Chae, Sunghwan Kim, Junhee Cho, Seungone Kim, Seungjun Moon, Gyeom Hwangbo, Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, Jinyoung Yeo
2024 — conf
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.
EMNLP (Findings)
Suyeon Lee, Sunghwan Kim, Minju Kim, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 J jnl
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.
CoRR
Suyeon Lee, Sunghwan Kim, Minju Kim, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 — conf
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.
ACL (1)
Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 J jnl
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.
CoRR
Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
2024 J jnl
Evaluating Robustness of Reward Models for Mathematical Reasoning.
CoRR
Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Jungsoo Won, Dongha Lee, Jinyoung Yeo
2024 A* conf
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models.
EMNLP
Hyungjoo Chae, Yeonghyeon Kim, Seungone Kim, Kai Tzu-iunn Ong, Beong-woo Kwak, Moohyeon Kim, Sunghwan Kim, Taeyoon Kwon, Jiwan Chung, Youngjae Yu, Jinyoung Yeo
2024 J jnl
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems.
CoRR
Sunghwan Kim, Tongyoung Kim, Kwangwook Seo, Jinyoung Yeo, Dongha Lee
2024 J jnl
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
CoRR
Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo