Merge pull request #22 from saper0/master

Added one ICLR'23 paper.

Author: YingtongDou

README.md

@@ -51,6 +51,7 @@ Search keywords like conference name (e.g., ```NeurIPS```), task name (e.g., ```
 
 | Year | Title                                                        | Type   | Target Task                                     | Target Model                                                 | Venue                                                   | Paper                                                        | Code                                                         |
 | ---- | ------------------------------------------------------------ | ------ | ----------------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ |
+ | 2023 | **Revisiting Robustness in Graph Machine Learning**| Attack | Node Classification |  GCN, SGC, APPNP, GAT, GATv2, GraphSAGE, LP |  ICLR'23 | [Link](https://arxiv.org/pdf/2305.00851.pdf) | [Link](https://github.com/saper0/revisiting_robustness)|
  | 2023 | **Unnoticeable Backdoor Attacks on Graph Neural Networks**| Attack | Node classification, Graph classification |  GCN, GraphSage, and GAT |  ArXiv | [Link](https://arxiv.org/abs/2303.01263) | [Link](https://github.com/ventr1c/UGBA)
  | 2023 | **Attacking Fake News Detectors via Manipulating News Social Engagement**  | Attack | Fake News Detection| GAT, GCN, and GraphSAGE) | WWW'23 | [Link](https://arxiv.org/pdf/2302.07363.pdf) | [Link](https://github.com/hwang219/AttackFakeNews)
  | 2023 | **HyperAttack: Multi-Gradient-Guided White-box Adversarial Structure Attack of Hypergraph Neural Networks** | Attack | Node Classification | HGNNs | ArXiv | [Link](https://arxiv.org/abs/2302.12407) | 
@@ -259,6 +260,7 @@ Search keywords like conference name (e.g., ```NeurIPS```), task name (e.g., ```
 
 | Year | Title                                                        | Type    | Target Task                                               | Target Model                                                 | Venue                                             | Paper                                                        | Code                                                         |
 | ---- | ------------------------------------------------------------ | ------- | --------------------------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ |
+ | 2023 | **Revisiting Robustness in Graph Machine Learning**| Defense | Node Classification |  GCN, SGC, APPNP, GAT, GATv2, GraphSAGE, LP |  ICLR'23 | [Link](https://arxiv.org/pdf/2305.00851.pdf) | [Link](https://github.com/saper0/revisiting_robustness)|
 | 2023 | **Empowering Graph Representation Learning with Test-Time Graph Transformation** | Defense | Node Classification | GCN |  ICLR | [Link](https://openreview.net/forum?id=Lnxl5pr018) | [Link](https://github.com/ChandlerBang/GTrans)|
 | 2023 | **Adversarial Danger Identification on Temporally Dynamic Graph** | Defense | Temporally Dynamic Graphs | Hybrid GNN-based time series classifier | IEEE Transactions on Neural Networks and Learning Systems | [Link](https://ieeexplore.ieee.org/abstract/document/10068359) |