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Author

Bo-Wei Zhang

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#natural language process... Preprint Sep 2026

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth...

De Xu, B. Li, Bang Lin et al. · 35 citations
#machine learning Preprint Aug 2026

Token-Level Advertising

The Latent Advertiser Mixture Auction (LAMA), a token-level advertising mechanism that embeds advertiser influence directly into the generation process, is proposed, providing initial evidence for the feasibility of generation-native advertising.

Hanbing Liu, Bo-Wei Zhang, Changyuan Yu et al. · 0 citations

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