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Chengqi Deng
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DSpark: Confidence Scheduled Speculative Decoding with Semi Autoregressive Generation
用 Markov head、置信度校准和硬件感知前缀调度，把并行 drafter 推进生产 serving。
待审阅 2026-06-27-dspark-confidence-scheduled-speculative-decoding Speculative DecodingMulti-Token PredictionServing Runtime
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DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
用细粒度专家切分和共享专家隔离提高 routed expert 的专门化程度。