Shaowu Liu

3 papers · 2014–2019 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ACML (2) AAAI (1)

Top co-authors

Gang Li (2) Truyen Tran (2) Zili Zhou (1) Guandong Xu (1) Yuan Jiang (1) Wu Zhang (1)

Research topics

Machine Learning (3) Data Science & Analytics (2) Applications (2) Bayesian & Probabilistic (2) Artificial Intelligence (1) Knowledge & Reasoning (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Representation (1)

Keywords

markov random field (2) matrix factorization (1) collaborative filtering (1) knowledge base completion (1) knowledge graph (1) entity embedding (1) relation embedding (1) recommendation accuracy (1) top-n recommendation (1) ordinal random field (1) preference relation (1) transitive relation (1) sparse knowledge base (1) link prediction (1) multi-relation embedding (1)

Papers

On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019 Preference Relation-based Markov Random Fields for Recommender Systems ACML 2015 Ordinal Random Fields for Recommender Systems ACML 2014