Reading list about knowledge graph topic at KEG. Every paper here should have arXiv or other open source download link. In this reading list, a paper also need great impact (high citation) or novelty.
| Year | Authors | Title | Link |
|---|---|---|---|
| NIPS 2013 | Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran | Translating Embeddings for Modeling Multi-relational Data | link |
| AAAI 2018 | Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel | Convolutional 2D Knowledge Graph Embeddings | link code |
| WWW 2019 | Zhaocheng Zhu, Shizhen Xu, Meng Qu, Jian Tang | GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | link |
| ICLR 2019 | Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, Jian Tang | RotatE: Knowledge graph embedding by relational rotation in complex space | link |