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Bai-Ting Zhu

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#machine learning Preprint Sep 2026

Hybrid GPU-CPU Retrieval for Personalized Search at Ultra-Large Scale

Embedding-based retrieval on user-generated content at the trillion-document scale exposes a sharp conflict between two production demands: deep, expressive personalization for queries with rich user intent, and broad coverage of a massive inventory under fixed latency and resource budgets. We characterize this as the...

Hao-Hao Fu, Ji-Chao Sun, Bai-Ting Zhu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Verify, Don't Trust: Agentic Model Development for Video Discovery Retrieval at Scale

Large language model (LLM) agents can propose, implement, and evaluate model changes. Autoresearch loops demonstrate this capability through minutes-scale iterations on a self-contained program. Online autoresearch instead spans asynchronous systems, hours-long variants, and weeks-long campaigns that can influence a pr...

Hao-Hao Fu, Bai-Ting Zhu, Ming-Lei Chen et al. · 0 citations

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