Jiahao Ding

Incentivizing Differentially Private Federated Learning: A Multidimensional Contract Approach

Maoqiang Wu, Dongdong Ye, Jiahao Ding et al. · IEEE Internet of Things Journal · 2021 · 134 citations

Multidimensional Contract Approach, Engineering, Information Security +19

IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization

Pavana Prakash, Jiahao Ding, Rui Chen et al. · IEEE Internet of Things Journal · 2022 · 81 citations

Engineering, Machine Learning, Model Pruning +19

Deep ${Q}$ -Network-Based Route Scheduling for TNC Vehicles With Passengers’ Location Differential Privacy

Dian Shi, Jiahao Ding, Sai Mounika Errapotu et al. · IEEE Internet of Things Journal · 2019 · 54 citations · Full text

Artificial Intelligence, Vehicle Communication, Internet Of Vehicle +19

Privacy Preserving Facial Recognition Against Model Inversion Attacks

Pavana Prakash, Jiahao Ding, Hongning Li et al. · 2020 · 50 citations

Privacy Protection, Engineering, Machine Learning +23

Differentially Private and Fair Classification via Calibrated Functional Mechanism

Jiahao Ding, Xinyue Zhang, Xiaohuan Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 40 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17