Jian Liu

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction pdf

Jian Liu, Wei Liu, Qiang Du, 2018, ArXiv.

VPNets: Volume-preserving neural networks for learning source-free dynamics

Yifa Tang, Jian Liu, Beibei Zhu, 2022, J. Comput. Appl. Math..

Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge

Zenglin Xu, Yong Dai, Jian Zhang, 2021, Cognitive Computation.

Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis

Zenglin Xu, Jian Liu, Yong Dai, 2020, AAAI.

Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage

Jian Liu, Zhuohang Li, Lu Liu, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Free-riders in Federated Learning: Attacks and Defenses pdf

Min Du, Jian Liu, Jierui Lin, 2019, ArXiv.

Fair and Privacy-Preserving Alzheimer's Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning

Syed Imran Ali Meerza, Jian Liu, Zhuohang Li, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates pdf

Zhuohang Li, Jiaxin Zhang, Jian Liu, 2021, 2021 IEEE 27th International Conference on Parallel and Distributed Systems (ICPADS).