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Dongju Jang

2 accepted papers

2026

Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation

AAAI 2026technical

With the rapid advancement of mathematical reasoning capabilities in Large Language Models (LLMs), AI systems are increasingly being adopted in educational settings to support students’ comprehension of problem-solving processes. However, a critical component remains underexplored in current LLM-gen

Cited by 0SourcePDFScholar
2025

Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making

EMNLP 2025

Large Language Models (LLMs) are increasingly used for decision making in embodied agents, yet existing safety evaluations often rely on coarse success rates and domain-specific setups, making it difficult to diagnose why and where these models fail. This obscures our understanding of embodied safet

Cited by 0SourcePDFScholar