Jie Ma

Plan before Solving: Problem-Aware Strategy Routing for Mathematical Reasoning

From Static to Dynamic: Adaptive Monte Carlo Search for Mathematical Process Supervision

Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics

Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding