Adam Sadilek

4 papers · 2013–2022 · 2 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

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

Venues

AAAI (2) IJCAI (2)

Top co-authors

Henry Kautz (3) Gourab Ghoshal (1) Brian Dickinson (1) Aniruddha Adiga (1) Lijing Wang (1) Sean Brennan (1) Jeffrey P. Bigham (1) Xerxes Dotiwalla (1) Madhav Marathe (1) Jiangzhuo Chen (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core Methods (2) Data Science & Analytics (1) Deep Learning (1) Healthcare & Medicine (1) Knowledge & Reasoning (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Learning Paradigms (1) Reasoning (1) Research (1)

Keywords

differential privacy (1) causal inference (1) transfer learning (1) attention mechanism (1) spatio-temporal modeling (1) spatiotemporal forecasting (1) ordinary differential equation (1) satellite imagery (1) human mobility (1) socioeconomic prediction (1) epidemic forecasting (1) graph neural network (1) nighttime satellite imagery (1)

Papers

CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Inferring Nighttime Satellite Imagery from Human Mobility AAAI 2020 Modeling the Interplay of People’s Location, Interactions, and Social Ties IJCAI 2013 Towards Understanding Global Spread of Disease from Everyday Interpersonal Interactions IJCAI 2013