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ICSE 2021
Mon 17 May - Sat 5 June 2021
Wed 26 May 2021 10:45 - 11:15 at Demonstration Room - 2.1. Evolution 1 Chair(s): Giuseppe Scanniello

Graph Neural Networks (GNNs) have recently shown to be powerful tools for representing and analyzing graph data. So far GNNs is becoming an increasingly critical role in software engineering including program analysis, type inference, and code representation. In this paper, we introduce GraphGallery, a platform for fast benchmarking and easy development of GNNs based software. GraphGallery is an easy-to-use platform that allows developers to automatically deploy GNNs even with less domain-specific knowledge. It offers a set of implementations of common GNN models based on mainstream deep learning frameworks. In addition, existing GNNs toolboxes such as PyG and DGL can be easily incorporated into the platform. Experiments demonstrate the reliability of implementations and superiority in fast coding. The official source code of GraphGallery is available at https://github.com/EdisonLeeeee/GraphGallery and a demo video can be found at https://youtu.be/mv7Zs1YeaYo.

Conference Day
Wed 26 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

10:45 - 11:15
2.1. Evolution 1DEMO - Demonstrations at Demonstration Room
Chair(s): Giuseppe ScannielloUniversity of Basilicata

Each demo makes a 1-minute presentation (displayed in the Demonstration room). At the end of each presentation, a breakout room will be created for each demo. Attendees will be able to join and discuss with the authors.

10:45
30m
Demonstration
MigrationAdvisor: Recommending Library Migrations from Large-Scale Open-Source DataDemonstration
DEMO - Demonstrations
Hao HePeking University, Yulin XuPeking University, Xiao ChengHuawei Technologies Co., Ltd., Guangtai LiangHuawei Technologies Co. Ltd, Minghui ZhouPeking University, China
Pre-print Media Attached
10:45
30m
Demonstration
AndroEvolve: Automated Update for Android Deprecated-API UsagesDemonstration
DEMO - Demonstrations
Stefanus Agus HaryonoSingapore Management University, Ferdian Thung, David LoSingapore Management University, Lingxiao JiangSingapore Management University, Julia LawallInria, Hong Jin Kang, Lucas SerranoSorbonne University/Inria/LIP6, Gilles MullerInria
Pre-print Media Attached
10:45
30m
Demonstration
GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent SoftwareDemonstration
DEMO - Demonstrations
Jintang LiSun Yat-sen University, Kun XuSun Yat-sen University, Liang ChenSchool of Data and Computer Science, Sun Yat-sen University, Zibin ZhengSchool of Data and Computer Science, Sun Yat-sen University, Xiao LiuSchool of Information Technology, Deakin University
Pre-print Media Attached
10:45
30m
Demonstration
BLOCKEYE: Hunting For DeFi Attacks on BlockchainDemonstration
DEMO - Demonstrations
Bin WangOxford-Hainan Blockchain Research Institute, Hainan, China, Han LiuTsinghua University, Chao LiuOxford-Hainan Blockchain Research Institute, Hainan, China, Zhiqiang YangOxford-Hainan Blockchain Research Institute, Qian RenOxford-Hainan Blockchain Research Institute, Hainan, China, Huixuan ZhengOxford-Hainan Blockchain Research Institute, Hong LeiOxford-Hainan Blockchain Research Institute, Hainan, China
Pre-print Media Attached
10:45
30m
Demonstration
APIScanner - Towards Automated Detection of Deprecated APIs in Python LibrariesDemonstration
DEMO - Demonstrations
Aparna VadlamaniIndian Institute of Technology Tirupati, Rishitha KalichetiIndian Institute of Technology Tirupati, Sridhar ChimalakondaIndian Institute of Technology Tirupati
Link to publication Pre-print Media Attached