tracked author

Zhihong Shao (邵智宏)

Math-Shepherd coauthor and DeepSeek reasoning researcher. Homepage lists DeepSeek, Tsinghua PhD under Minlie Huang, Math-Shepherd, DeepSeekMath, DeepSeek-R1, DeepSeek-Prover and ToRA.

3 archived notes X: high Homepage GitHub X

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按论文归档时间排序，展示该作者在本站已经出现的材料。

归档 Jun 23, 2026

DeepSeek V3 Technical Report

把 auxiliary loss free MoE balancing、MTP、FP8 与 DualPipe 组合成高效大规模训练系统。

待审阅 2412.19437-deepseek-v3-technical-report MoE Architecture Distributed Training Multi-Token Prediction

归档 Jun 23, 2026

Math Shepherd: Verify and Reinforce LLMs Step by step without Human Annotations

用 continuation 成功率自动生成 step level pseudo labels，训练 PRM 并接入 PPO。

待审阅 2312.08935-math-shepherd-automatic-process-supervision Process Supervision Verifier Reward Modeling

归档 Feb 06, 2026

DeepSeek R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

用 outcome based RL 从强 base model 诱导 long CoT、自验证与策略切换，再通过 SFT / RL / distillation 转为可用模型。

待审阅 2501.12948-deepseek-r1-rl-reasoning Reasoning RL Reward Modeling RL Algorithm