Dr Han Wu

Dr Han Wu

Assistant Professor

Selected Publications

2026

SlaClip: Gradient Norm Slacks can be Indicator for Adaptive Clipping in DP-SGD

Shuyan Zou, Shaowei Wang, Zhanxing Zhu, Jin Li, Changyu Dong, Vladimiro Sassone, Han Wu

ICML 2026 Spotlight (top 2.2%)
Representative figure for SlaClip: Gradient Norm Slacks can be Indicator for Adaptive Clipping in DP-SGD
PDF Project

An Adaptive Mini-Batching Strategy for Reliable Streaming Data Delivery in Real-Time

Han Wu, Zhihao Shang, Huaming Wu, Katinka Wolter

IEEE Transactions on Reliability
Representative figure for An Adaptive Mini-Batching Strategy for Reliable Streaming Data Delivery in Real-Time
DOI

Peeling the Layers of Privacy-Utility Onion on Tabular Data

Jiawei Wang, Zilong Zhao, Leonardo Aniello, Han Wu

EuroMLSys Workshop 2026
Representative figure for Peeling the Layers of Privacy-Utility Onion on Tabular Data
DOI

2025

Beyond Statistical Estimation: Differentially Private Individual Computation via Shuffling

Shaowei Wang, Changyu Dong, Xiangfu Song, Jin Li, Zhili Zhou, Di Wang, Han Wu

USENIX Security 2025 Honorable Mention
Representative figure for Beyond Statistical Estimation: Differentially Private Individual Computation via Shuffling
PDF

GTV: Generating Tabular Data via Vertical Federated Learning

Zilong Zhao, Han Wu, Aad van Moorsel, Lydia Y. Chen

DSN 2025
Representative figure for GTV: Generating Tabular Data via Vertical Federated Learning
PDF

Impacts of Physical-Layer Information on Epidemic Spreading in Cyber-Physical Networked Systems

Xianglai Yuan, Yichao Yao, Han Wu, Minyu Feng

IEEE TCSI 2025
Representative figure for Impacts of Physical-Layer Information on Epidemic Spreading in Cyber-Physical Networked Systems
DOI

2024

The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots

Maxim Kolomeets, Han Wu, Lei Shi, Aad van Moorsel

IEEE TCSS
Representative figure for The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots
DOI

2023

Complex Online Harms and the Smart Home: A Scoping Review

Shola Olabode, Rebecca Owens, Viana Nijia Zhang, Jehana Copilah-Ali, Maxim Kolomeets, Han Wu, et al.

FGCS
Representative figure for Complex Online Harms and the Smart Home: A Scoping Review
DOI

2022

Federated Learning for Tabular Data: Exploring Potential Risk to Privacy

Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel

ISSRE 2022
Representative figure for Federated Learning for Tabular Data: Exploring Potential Risk to Privacy
DOI

LDRNet: Enabling Real-time Document Localization on Mobile Devices

Han Wu, Holland Qian, Huaming Wu, Aad van Moorsel

ECML PKDD 2022
Representative figure for LDRNet: Enabling Real-time Document Localization on Mobile Devices
DOI Code

CBlockSim: A Modular High-Performance Blockchain Simulator

Xuyang Ma, Han Wu, Du Xu, Katinka Wolter

IEEE ICBC 2022
Representative figure for CBlockSim: A Modular High-Performance Blockchain Simulator
PDF Code

2021

Constrained Multi-objective Optimization for IoT-enabled Computation Offloading

Guang Peng, Huaming Wu, Han Wu, Katinka Wolter

IEEE IoT-J
Representative figure for Constrained Multi-objective Optimization for IoT-enabled Computation Offloading
DOI

2020

A Reactive Batching Strategy of Apache Kafka for Reliable Stream Processing in Real-Time

Han Wu, Zhihao Shang, Guang Peng, Katinka Wolter

ISSRE 2020
Representative figure for A Reactive Batching Strategy of Apache Kafka for Reliable Stream Processing in Real-Time
DOI

Learning to Reliably Deliver Streaming Data with Apache Kafka

Han Wu, Zhihao Shang, Katinka Wolter

DSN 2020
Representative figure for Learning to Reliably Deliver Streaming Data with Apache Kafka
DOI

2019

TRAK: A Testing Tool for Studying the Reliability of Data Delivery in Apache Kafka

Han Wu, Zhihao Shang, Katinka Wolter

ISSREW 2019
Representative figure for TRAK: A Testing Tool for Studying the Reliability of Data Delivery in Apache Kafka
DOI Code

Performance Prediction for the Apache Kafka Messaging System

Han Wu, Zhihao Shang, Katinka Wolter

IEEE HPCC 2019
Representative figure for Performance Prediction for the Apache Kafka Messaging System
DOI