Minju Gwak

According to our database, Minju Gwak authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training.

Minju Gwak, Minseo Kwak, Dongseok Lee, Guijin Son, Alan Ritter, Jaehyung Kim

CoRR, May, 2026

ResearchMath-14K: Scaling Research-Level Mathematics via Agents.

Guijin Son, Seungyeop Yi, Minju Gwak, Hyunwoo Ko, Wongi Jang, Youngjae Yu

CoRR, May, 2026

2025

Revisiting the UID Hypothesis in LLM Reasoning Traces.

Minju Gwak, Guijin Son, Jaehyung Kim

CoRR, October, 2025

Revisiting the Uniform Information Density Hypothesis in LLM Reasoning Traces.

Minju Gwak, Guijin Son, Jaehyung Kim

CoRR, October, 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 Lifelong Dialogue Agents via Timeline-based Memory Management.

Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak, Hyungjoo Chae, Taeyoon Kwon, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist Evaluation.

Minju Kim, Dongje Yoo, Yeonjun Hwang, Minseok Kang, Namyoung Kim, Minju Gwak, Beong-woo Kwak, Hyungjoo Chae, Harim Kim, Yunjoong Lee, Min Hee Kim, Dayi Jung, Kyong-Mee Chung, Jinyoung Yeo

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

2024

Lightweight Transformer Model for Mobile Application Classification.

Minju Gwak, Jeongwon Cha, Hosun Yoon, Donghyun Kang, Donghyeok An

Sensors, January, 2024