Tsuyoshi Murata
4 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird ❓ The Questioner
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Machine Learning
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Artificial Intelligence
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Deep Learning
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Core Methods
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Learning Paradigms · Artificial Intelligence
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Learning Paradigms · Machine Learning
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Natural Language Processing
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Applications · Natural Language Processing
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Resources & Methods
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Keywords
active learning
(1)
semi-supervised learning
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text classification
(1)
temporal dynamics
(1)
gradient-based optimization
(1)
graph learning
(1)
attention mechanism
(1)
cross-lingual transfer
(1)
signal processing
(1)
time series prediction
(1)
time series
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time series forecasting
(1)
bilevel optimization
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long short-term memory
(1)
recurrent neural network
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recommender system
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heterogeneous graph
(1)
heterogeneous graph neural network
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user preference modeling
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graph-structured data
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Papers
Leaping through Time with Gradient-Based Adaptation for Recommendation
AAAI 2022
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph
EMNLP 2021
Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory
AAAI 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning
ACML 2020