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Qikai Chang

2 accepted papers

2026

THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning

ICLR 2026poster

Large Language Models (LLMs) have made remarkable progress in mathematical reasoning, but still continue to struggle with high-precision tasks like numerical computation and formal symbolic manipulation. Integrating external tools has emerged as a promising approach to bridge this gap. Despite recen…

Cited by 0SourcecodeScholar
2025

RFL: Simplifying Chemical Structure Recognition with Ring-Free Language

AAAI 2025technical

The primary objective of Optical Chemical Structure Recognition is to identify chemical structure images into corresponding markup sequences. However, the complex two-dimensional structures of molecules, particularly those with rings and multiple branches, present significant challenges for current…