Selected Publications

GTV: Generating Tabular Data via Vertical Federated Learning
Zilong Zhao, Han Wu*, Aad Van Moorsel, Lydia Y. Chen
Paper

Complex online harms and the smart home: A scoping review
Shola Olabode, Rebecca Owens, Viana Nijia Zhang, Jehana Copilah-Ali, Maxim Kolomeets, Han Wu, Shrikant Malviya, Karolina Markeviciute, Tasos Spiliotopoulos, Cristina Neesham, Lei Shi, Deborah Chambers
The Future Generation Computer Systems journal, December 2023
Paper

Federated Learning for Tabular Data: Exploring Potential Risk to Privacy
Han Wu, Zilong Zhao, Lydia Y Chen, Aad Van Moorsel
2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE)
Paper

LDRNet: Enabling Real-time Document Localization on Mobile Devices
Han Wu, Holland Qian, Huaming Wu, Aad van Moorsel
2022 Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD)
Paper Github

CBlockSim: A Modular High-Performance Blockchain Simulator
Xuyang Ma, Han Wu, Du Xu, Katinka Wolter
2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)
Paper Github

Constrained Multi-objective Optimization for IoT-enabled Computation Offloading in Collaborative Edge and Cloud Computing
Guang Peng, Huaming Wu, Han Wu, Katinka Wolter
IEEE Internet of Things Journal, March 2021
Paper

A Reactive Batching Strategy of Apache Kafka for Reliable Stream Processing in Real-time
Han Wu, Zhihao Shang, Guang Peng, Katinka Wolter
2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE)
Paper

Learning to Reliably Deliver Streaming Data with Apache Kafka
Han Wu, Zhihao Shang, Katinka Wolter
2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)
Paper

TRAK: A Testing Tool for Studying the Reliability of Data Delivery in Apache Kafka
Han Wu, Zhihao Shang, Katinka Wolter
2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)
Paper Github

Performance Prediction for the Apache Kafka Messaging System
Han Wu, Zhihao Shang, Katinka Wolter
2019 IEEE 21st International Conference on High Performance Computing and Communications
Paper