# Are Graph Augmentations Necessary?

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/are-graph-augmentations-necessary/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Junliang Yu,Hongzhi Yin,Xin Xia,Tong Chen,Lizhen Cui,Quoc Viet Hung Nguyen |
| Citations | 605 |
| DOI | 10.1145/3477495.3531937 |
| Fields | Computer Science |
| Open Access | true |
| OA Status | green |
| OA URL | http://hdl.handle.net/10072/418652 |
| OpenAlex ID | https://openalex.org/W4284666445 |
| Type | conference-paper |
| Year | 2022 |

## Paper authors

- [Quoc Viet Hung Nguyen](https://scholariq.org/researchers/quoc-viet-hung-nguyen/)

## Paper primary topic

- [Recommender Systems and Techniques](https://scholariq.org/topics/recommender-systems-and-techniques/)

## Paper topics

- [Recommender Systems and Techniques](https://scholariq.org/topics/recommender-systems-and-techniques/)
- [Advanced Graph Neural Networks](https://scholariq.org/topics/advanced-graph-neural-networks/)
- [Caching and Content Delivery](https://scholariq.org/topics/caching-and-content-delivery/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.