Search Results for author: Hong-Ning Dai

Found 12 papers, 0 papers with code

ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks

no code implementations14 Mar 2024 Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj, Claudia Plant, Hong-Ning Dai, Shiping Wang, Wenzhong Guo

Employing an adversarial training framework, the edge predictor utilizes the line graph transformed from the original graph to estimate the edges to be dropped, which improves the interpretability of the edge-dropping method.

Continual Learning on Graphs: A Survey

no code implementations9 Feb 2024 Zonggui Tian, Du Zhang, Hong-Ning Dai

Recently, continual graph learning has been increasingly adopted for diverse graph-structured data processing tasks in non-stationary environments.

Continual Learning Graph Learning

Artificial Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges

no code implementations7 Aug 2021 Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li

For that, Artificial Intelligence (AI) is enabling higher value-added manufacturing by accelerating the integration of manufacturing and information communication technologies, including computing, communication, and control.

Decision Making Edge-computing

Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles

no code implementations13 Jul 2020 Jer Shyuan Ng, Wei Yang Bryan Lim, Hong-Ning Dai, Zehui Xiong, Jianqiang Huang, Dusit Niyato, Xian-Sheng Hua, Cyril Leung, Chunyan Miao

The simulation results show that the grand coalition, where all UAVs join a single coalition, is not always stable due to the profit-maximizing behavior of the UAVs.

Networking and Internet Architecture Signal Processing

XBlock-EOS: Extracting and Exploring Blockchain Data From EOSIO

no code implementations26 Mar 2020 Weilin Zheng, Zibin Zheng, Hong-Ning Dai, Xu Chen, PeiLin Zheng

It is challenging to process and analyze a high volume of raw EOSIO data and establish the mapping from original raw data to the well-grained datasets since it requires substantial efforts in extracting various types of data as well as sophisticated knowledge on software engineering and data analytics.

Computational Engineering, Finance, and Science Cryptography and Security

Blockchain Intelligence: When Blockchain Meets Artificial Intelligence

no code implementations11 Dec 2019 Zibin Zheng, Hong-Ning Dai, Jiajing Wu

Blockchain is gaining extensive attention due to its provision of secure and decentralized resource sharing manner.

XBlock-ETH: Extracting and Exploring Blockchain Data From Ethereum

no code implementations1 Nov 2019 PeiLin Zheng, Zibin Zheng, Hong-Ning Dai

We name these well-processed Ethereum datasets as XBlock-ETH, which consists of the data of blockchain transactions, smart contracts, and cryptocurrencies (i. e., tokens).

Cryptography and Security

Big Data Analytics for Large Scale Wireless Networks: Challenges and Opportunities

no code implementations2 Sep 2019 Hong-Ning Dai, Raymond Chi-Wing Wong, Hao Wang, Zibin Zheng, Athanasios V. Vasilakos

We then present a detailed survey of the technical solutions to the challenges in BDA for large scale wireless networks according to each stage in the life cycle of BDA.

Big Data Analytics for Manufacturing Internet of Things: Opportunities, Challenges and Enabling Technologies

no code implementations1 Sep 2019 Hong-Ning Dai, Hao Wang, Guangquan Xu, Jiafu Wan, Muhammad Imran

The recent advances in information and communication technology (ICT) have promoted the evolution of conventional computer-aided manufacturing industry to smart data-driven manufacturing.

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