Toyotaro Suzumura

5 papers · 2020–2024 · 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

Jump to papers ↓

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

Venues

AAAI (3) ICLR (1) NAACL (1)

Top co-authors

Manish Singh (2) Abhishek Nadgeri (2) Kuldeep Singh (2) Anson Bastos (2) Aosong Feng (1) Tianxiao Li (1) Giacomo Domeniconi (1) Ruihai Dong (1) Tengfei Ma (1) Jiawei Yong (1)

Research topics

Machine Learning (5) Core Methods (5) Deep Learning (4) Architectures (4) Artificial Intelligence (3) Core AI (3) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Data Science & Analytics (1) Natural Language Processing (1) Applications (1) Methods (1)

Keywords

graph neural network (3) graph convolutional network (2) dynamic graph (2) spectral analysis (2) multi-label classification (1) wavelet transform (1) graph representation (1) time series forecasting (1) fourier transform (1) graph structure learning (1) multivariate time series (1) recurrent neural network (1) node classification (1) parameter evolution (1) temporal graph (1) heterogeneous graph (1) spatio-temporal data (1) traffic forecasting (1) temporal evolution (1) spatio-temporal graph (1)

Papers

Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs ICLR 2024 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023 LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification NAACL 2022 EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020