Qiuwei Li

5 papers · 2018–2022 · 3 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 · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (2) ICML (1)

Top co-authors

Zhihui Zhu (3) Gongguo Tang (2) Xinshuo Yang (1) Shuang Li (1) Wotao Yin (1) Kai Liu (1) Daniel Mckenzie (1) Michael B Wakin (1) Samy Wu Fung (1) Xiao Li (1)

Research topics

Machine Learning (5) Mathematics & Optimization (4) Optimization (4) Optimization & Theory · Machine Learning (4) Deep Learning (3) Optimization & Theory · Deep Learning (3) Core Methods (2) Architectures (1) Mathematics (1)

Keywords

gradient descent (2) non-convex optimization (2) global convergence (1) distributed learning (1) distributed optimization (1) neural network optimization (1) tensor decomposition (1) symmetric matrix (1) alternating optimization (1) alternating minimization (1) consensus optimization (1) clustering algorithm (1) memory efficiency (1) tensor optimization (1) non-negative matrix factorization (1) local convergence (1) fixed-point equation (1) rank-one approximation (1) proximal alternating minimization (1) burer-monteiro factorization (1)

Papers

JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022 Alternating Minimizations Converge to Second-Order Optimal Solutions ICML 2019 Distributed Low-rank Matrix Factorization With Exact Consensus NeurIPS 2019 Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NeurIPS 2018