Search Results for author: Yuan Yin

Found 4 papers, 0 papers with code

Patent-KG: Patent Knowledge Graph Use for Engineering Design

no code implementations26 Aug 2021 Haoyu Zuo, Yuan Yin, Peter Childs

This paper builds a patent-based knowledge graph, patent-KG, to represent the knowledge facts in patents for engineering design.

LEADS: Learning Dynamical Systems that Generalize Across Environments

no code implementations8 Jun 2021 Yuan Yin, Ibrahim Ayed, Emmanuel de Bézenac, Nicolas Baskiotis, Patrick Gallinari

Both are sub-optimal: the former disregards the discrepancies between environments leading to biased solutions, while the latter does not exploit their potential commonalities and is prone to scarcity problems.

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting

no code implementations ICLR 2021 Vincent Le Guen, Yuan Yin, Jérémie Dona, Ibrahim Ayed, Emmanuel de Bézenac, Nicolas Thome, Patrick Gallinari

Forecasting complex dynamical phenomena in settings where only partial knowledge of their dynamics is available is a prevalent problem across various scientific fields.

Scalable Graph Embeddings via Sparse Transpose Proximities

no code implementations16 May 2019 Yuan Yin, Zhewei Wei

Based on the concept of transpose proximity, we design \strap, a factorization based graph embedding algorithm that achieves scalability and non-linearity simultaneously.

Graph Embedding

Cannot find the paper you are looking for? You can Submit a new open access paper.