Zhihua Tian

According to our database, Zhihua Tian authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Toward Federated Learning of Deep Graph Neural Networks.

Zhihua Tian, Yuan Ding, Rui Zhang, Yao Tang, Jian Liu, Kui Ren

IEEE Trans. Knowl. Data Eng., March, 2026

Diagnosing and Repairing Citation Failures in Generative Engine Optimization.

Zhihua Tian, Yuhan Chen, Yao Tang, Jian Liu, Ruoxi Jia

CoRR, March, 2026

Deep learning-enabled accurate assessment of gait impairments in Parkinson's disease using smartphone videos.

Jianda Han, Zhihua Tian, Jialing Wu, Kai Zhang, Shaohua Li, Fahd Baig, Peipei Liu, Ravi Vaidyanathan, Francesca Morgante, Weiguang Huo

npj Digit. Medicine, 2026

An optimized machine learning methodology leveraging computational fluid dynamics-derived hemodynamic features for enhancing prediction accuracy of thin-walled regions in intracranial aneurysms.

Yufeng Hua, Xin Tian, Yunbing Chen, Zhihua Tian, Je Hoon Oh

Biomed. Signal Process. Control., 2026

2025

Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models.

Zhihua Tian, Sirun Nan, Ming Xu, Shengfang Zhai, Wenjie Qu, Jian Liu, Kui Ren, Ruoxi Jia, Jiaheng Zhang

CoRR, March, 2025

NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation.

Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang

CoRR, March, 2025

Attributed Graph Clustering in Collaborative Settings.

Rui Zhang, Xiaoyang Hou, Zhihua Tian, Yan He, Enchao Gong, Jian Liu, Qingbiao Wu, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2025

Towards Collaborative Anti-Money Laundering Among Financial Institutions.

Zhihua Tian, Yuan Ding, Xiang Yu, Enchao Gong, Jian Liu, Kui Ren

Proceedings of the ACM on Web Conference 2025, 2025

Provably Robust Multi-bit Watermarking for AI-generated Text.

Wenjie Qu, Wengrui Zheng, Tianyang Tao, Dong Yin, Yanze Jiang, Zhihua Tian, Wei Zou, Jinyuan Jia, Jiaheng Zhang

Proceedings of the 34th USENIX Security Symposium, 2025

Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation.

Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

${\sf FederBoost}$: Private Federated Learning for GBDT.

Zhihua Tian, Rui Zhang, Xiaoyang Hou, Lingjuan Lyu, Tianyi Zhang, Jian Liu, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2024

2022

Private Data Valuation and Fair Payment in Data Marketplaces.

Zhihua Tian, Jian Liu, Jingyu Li, Xinle Cao, Ruoxi Jia, Kui Ren

CoRR, 2022

2020

FederBoost: Private Federated Learning for GBDT.

Zhihua Tian, Rui Zhang, Xiaoyang Hou, Jian Liu, Kui Ren

CoRR, 2020