Sunghwan Kim

According to our database, Sunghwan Kim authored at least 15 papers between 2024 and 2026.

Collaborative distances:

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

2026

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length.

Sunghwan Kim, Junhee Cho, Beong-woo Kwak, Taeyoon Kwon, Liang Wang, Nan Yang, Xingxing Zhang, Furu Wei, Jinyoung Yeo

CoRR, May, 2026

Success and failure of human-AI collaboration in clinical reasoning: An experimental study on challenging real-world cases.

Kai Tzu-iunn Ong, Junwon Seo, Hyojun Kim, Jiwoo Kim, Jihoon Kim, Sunghwan Kim, Jinyoung Yeo, Eun Young Choi

Int. J. Medical Informatics, 2026

AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping.

Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee

Proceedings of the ACM Web Conference 2026, 2026

2025

Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance.

Taeyoon Kwon, Dongwook Choi, Sunghwan Kim, Hyojun Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, Jinyoung Yeo

CoRR, May, 2025

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents.

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

CoRR, May, 2025

Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action.

Tongyoung Kim, Jeongeun Lee, Soojin Yoon, Sunghwan Kim, Dongha Lee

CoRR, April, 2025

Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.

Hyungjoo Chae, Namyoung Kim, Kai Tzu-iunn Ong, Minju Gwak, Gwanwoo Song, Jihoon Kim, Sunghwan Kim, Dongha Lee, Jinyoung Yeo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions.

Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, Jinyoung Yeo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study.

Dongil Yang, Minjin Kim, Sunghwan Kim, Beong-woo Kwak, Minjun Park, Jinseok Hong, Woontack Woo, Jinyoung Yeo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.

Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Dongha Lee, Jinyoung Yeo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems.

Sunghwan Kim, Tongyoung Kim, Kwangwook Seo, Jinyoung Yeo, Dongha Lee

CoRR, 2024

Evaluating Robustness of Reward Models for Mathematical Reasoning.

Sunghwan Kim, Dongjin Kang, Taeyoon Kwon, Hyungjoo Chae, Jungsoo Won, Dongha Lee, Jinyoung Yeo

CoRR, 2024

Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models.

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.

Dongjin Kang, Sunghwan Kim, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024