Author

Haoling Li

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#natural language process... Jul 2026

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Experiments on ALFWorld, WebShop, and Multi-Hop Search with task-specialized teacher models show that TurnOPD achieves superior validation accuracy under equal wall-clock training budgets and advances the accuracy--time frontier beyond vanilla OPD.

Yuhang Zhou, Kai Zheng, Haoling Li et al. · arXiv.org · 8 citations

#machine learning Preprint Jan 2026

X-Coder: Advancing Competitive Programming with Synthetic Tasks, Solutions, and Tests

This paper examines whether synthetic training artifacts can support the complete SFT-to-RL cycle for competitive programming, and synthesizes tasks, verified solutions, and reliable test cases that serve as reward signals for reinforcement learning.

Jie Wu, Haoling Li, Xin Zhang et al. · 1 citation