IEEE Data Eng. Bull.

Keyphrases

Publications

volume 47, number 1, 2024

Stefan Grafberger, Zeyu Zhang, Sebastian Schelter, Ce Zhang
Red Onions, Soft Cheese and Data: From Food Safety to Data Traceability for Responsible AI. IEEE Data Eng. Bull. 47 (1) (2024)
Haixun Wang
Letter from the Editor-in-Chief. IEEE Data Eng. Bull. 47 (1) (2024)
Steven Euijong Whang
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 47 (1) (2024)
Senjuti Basu Roy
Fairness and Robustness in Answering Preference Queries. IEEE Data Eng. Bull. 47 (1) (2024)
Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh
Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. IEEE Data Eng. Bull. 47 (1) (2024)
Jiongli Zhu, Babak Salimi
Overcoming Data Biases: Towards Enhanced Accuracy and Reliability in Machine Learning. IEEE Data Eng. Bull. 47 (1) (2024)
Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective. IEEE Data Eng. Bull. 47 (1) (2024)

volume 47, number 2, 2024

volume 46, number 1, 2023

volume 46, number 2, 2023

Haixun Wang
Letter from the Editor-in-Chief. IEEE Data Eng. Bull. 46 (2) (2023)
Yan Han, Yuning You, Wenqing Zheng, Scott Hoang, Tianxin Wei, Majdi Hassan, Tianlong Chen, Ying Ding, Yang Shen, Zhangyang Wang
Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable and Principled Representation Learning on Graphs. IEEE Data Eng. Bull. 46 (2) (2023)
Jialin Chen, Kenza Amara, Junchi Yu, Rex Ying
Generative Explanation for Graph Neural Network: Methods and Evaluation. IEEE Data Eng. Bull. 46 (2) (2023)
C. Seshadhri
Limitations of low dimensional graph embeddings. IEEE Data Eng. Bull. 46 (2) (2023)
Tong Zhao, Wei Jin, Yozen Liu, Yingheng Wang, Gang Liu, Stephan Günnemann, Neil Shah, Meng Jiang
Graph Data Augmentation for Graph Machine Learning: A Survey. IEEE Data Eng. Bull. 46 (2) (2023)
Hongyu Ren, Ali Mousavi, Anil Pacaci, Shihabur Rahman Chowdhury, Jason Mohoney, Ihab F. Ilyas, Yunyao Li, Theodoros Rekatsinas
Fact Ranking over Large-Scale Knowledge Graphs with Reasoning Embedding Models. IEEE Data Eng. Bull. 46 (2) (2023)
Kyu-Young Whang
Letter from the TCDE Service Award Winner. IEEE Data Eng. Bull. 46 (2) (2023)
Karthik Subbian
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 46 (2) (2023)
Jaykumar Kakkad, Jaspal Jannu, Kartik Sharma, Charu Aggarwal, Sourav Medya
A Survey on Explainability of Graph Neural Networks. IEEE Data Eng. Bull. 46 (2) (2023)
Wang-Chiew Tan
Unstructured and structured data: Can we have the best of both worlds with large language models? IEEE Data Eng. Bull. 46 (2) (2023)
Jiong Zhu, Yujun Yan, Mark Heimann, Lingxiao Zhao, Leman Akoglu, Danai Koutra
Heterophily and Graph Neural Networks: Past, Present and Future. IEEE Data Eng. Bull. 46 (2) (2023)
Yiqi Wang, Yao Ma, Wei Jin, Chaozhuo Li, Charu Aggarwal, Jiliang Tang
Customized Graph Nerual Networks. IEEE Data Eng. Bull. 46 (2) (2023)

volume 46, number 3, 2023

volume 46, number 4, 2023