Songyu Ke

3 papers · 2018–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (1)

Top co-authors

Yu Zheng (3) Yuxuan Liang (2) Junbo Zhang (2) Yiwei Wang (1) Xianyuan Zhan (1) Qingsong Wen (1) Xiaodu Yang (1) Roger Zimmermann (1) Haoran Xu (1) Xiuwen Yi (1)

Research topics

Machine Learning (3) Data Science & Analytics (2) Learning Types · Machine Learning (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

transformer architecture (1) few-shot learning (1) self-attention mechanism (1) uncertainty quantification (1) sensor fusion (1) spatio-temporal modeling (1) time series forecasting (1) latent variable model (1) latent variable (1) recurrent neural network (1) deep generative model (1) spatiotemporal forecasting (1) air quality prediction (1) spatio-temporal correlation (1) spatio-temporal representation (1) multi-level attention (1) geo-sensory time series (1) purchase prediction (1)

Papers

AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning AAAI 2021 GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction IJCAI 2018