Xinyan Dai

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (1)

Top co-authors

Xiao Yan (3) James Cheng (3) Jiu Liu (1) Jinfeng Li (1) Kelvin K. W. Ng (1) Jie Liu (1) Zhirong Li (1) Hongzhi Chen (1) Ming-Chang Yang (1)

Research topics

Computer Science (3) Machine Learning (3) Application Areas (3) Deep Learning (2) Mathematics & Optimization (2) Applications (2) Core Methods (2) Foundations (2) Optimization (2) Optimization & Theory · Deep Learning (2) Optimization & Theory · Machine Learning (1)

Keywords

maximum inner product search (3) nearest neighbor search (2) vector quantization (1) locality sensitive hashing (1) query complexity (1) approximate search (1) approximation algorithm (1) graph algorithm (1) quantization error (1) network routing (1) graph search (1) proximity graph (1) approximate nearest neighbor search (1) product quantization (1) norm explicit quantization (1) hash index (1) approximate similarity search (1) similarity search (1) angular proximity (1) information retrieval (1)

Papers

Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020 Norm-Ranging LSH for Maximum Inner Product Search NeurIPS 2018