conftrace_

Masashi Tsubaki

3 papers · 2013–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint

Venues

NeurIPS (2) EMNLP (1)

Top co-authors

Yuji Matsumoto (1) Teruyasu Mizoguchi (1) Masashi Shimbo (1) Tomoyuki Obuchi (1) Kevin Duh (1) Tatsuro Kawamoto (1)

Research topics

Deep Learning (2) Architectures (2) Machine Learning (1) Optimization & Theory (1)

Keywords

graph neural network (2) mean field theory (1) graph partitioning (1) quantum chemistry (1) molecular graph (1) density functional theory (1) classification task (1) neural network architecture (1) energy prediction (1)

Papers

On the equivalence of molecular graph convolution and molecular wave function with poor basis set NeurIPS 2020 Mean-field theory of graph neural networks in graph partitioning NeurIPS 2018 Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks EMNLP 2013