AITopics | Zhixin Zhou

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Zhixin Zhou

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Möbius Transformation for Fast Inner Product Search on Graph

Zhixin Zhou, Shulong Tan, Zhaozhuo Xu, Ping Li

Neural Information Processing SystemsMar-22-2025, 16:37:21 GMT

We present a fast search on graph algorithm for Maximum Inner Product Search (MIPS). This optimization problem is challenging since traditional Approximate Nearest Neighbor (ANN) search methods may not perform efficiently in the nonmetric similarity measure.

data mining, information retrieval, machine learning, (21 more...)

Neural Information Processing Systems

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