Nathan Self

3 papers · 2019–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (1)

Top co-authors

Naren Ramakrishnan (3) Chang-Tien Lu (2) Taoran Ji (2) Zhiqian Chen (2) Kaiqun Fu (2) Willow Outhwaite (1) Amelia Meadows (1) Debanjan Datta (1) Linda Walker (1) John Simeone (1)

Research topics

Machine Learning (3) Core Methods (3) Data Science & Analytics (2) Deep Learning (2) Applications (2) Architectures (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Methods (1)

Keywords

citation forecasting (2) attention mechanism (2) sequence-to-sequence model (2) temporal point process (2) categorical data (1) negative sampling (1) hierarchical attention (1) dynamic attention mechanism (1) patent citation (1) timber trade (1) embedding-based method (1) anomaly detection (1) n-step forecasting (1) deep learning (1) domain knowledge (1) recurrent neural network (1)

Papers

Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 Detecting Suspicious Timber Trades AAAI 2020 Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks IJCAI 2019