Topology-aware Embedding Memory for Continual Learning on Expanding Networks

Author:

Zhang Xikun1ORCID,Song Dongjin2ORCID,Chen Yixin3ORCID,Tao Dacheng1ORCID

Affiliation:

1. The University of Sydney, Sydney, NSW, Australia

2. University of Connecticut, Storrs, CT, USA

3. Washington University, Saint Louis, St. Louis, MO, USA

Publisher

ACM

Reference107 articles.

1. Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, and Aram Galstyan. 2019. Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing. In ICML. PMLR, 21--29.

2. Structure Aware Experience Replay for Incremental Learning in Graph-based Recommender Systems

3. Memory Aware Synapses: Learning What (not) to Forget

4. Rahaf Aljundi Min Lin Baptiste Goujaud and Yoshua Bengio. 2019. Gradient based sample selection for online continual learning. In NeurIPS. 11816--11825.

5. CILEA-NET: Curriculum-Based Incremental Learning Framework for Remote Sensing Image Classification

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