Author

Chen Wang

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Preprint Aug 2026

Divergent-Convergent Reasoning: Scaling Test-Time Compute through Structured Solution Synthesis

The results show that disagreement, often viewed as noise, can be systematically exploited to improve test-time reasoning and reveal emerging scaling laws for agentic LLM systems.

Bo Wen, Yuhao Chen, E. Bilal et al. · 0 citations

Jul 2026

Distilled Reinforcement Learning for LLM Post-training

Extensive experiments show that Distilled RL substantially outperforms standard RL and OPD in terms of both pass@1 and pass@k, and can effectively transfer previously unavailable knowledge from a teacher model to a student model.

Chen Wang, Zhaochun Li, Jionghao Bai et al. · arXiv.org · 2 citations