FederBoost: Private Federated Learning for GBDT. - Zhihua Tian; Rui Zhang 118; Xiaoyang Hou; Jian Liu 012; Kui Ren 001 (CoRR, 2020)

Private Data Valuation and Fair Payment in Data Marketplaces. - Zhihua Tian; Jian Liu 012; Jingyu Li; Xinle Cao; Ruoxi Jia 001; Kui Ren 001 (CoRR, 2022)

${ sf FederBoost}$: Private Federated Learning for GBDT. - Zhihua Tian; Rui Zhang 118; Xiaoyang Hou; Lingjuan Lyu; Tianyi Zhang; Jian Liu 012; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Towards Collaborative Anti-Money Laundering Among Financial Institutions. - Zhihua Tian; Yuan Ding; Xiang Yu; Enchao Gong; Jian Liu 012; Kui Ren 001 (WWW, 2025)

Attributed Graph Clustering in Collaborative Settings. - Rui Zhang 118; Xiaoyang Hou; Zhihua Tian; Yan He; Enchao Gong; Jian Liu 012; Qingbiao Wu; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2025)

NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation. - Shengfang Zhai; Jiajun Li; Yue Liu 008; Huanran Chen; Zhihua Tian; Wenjie Qu 001; Qingni Shen; Ruoxi Jia 001; Yinpeng Dong; Jiaheng Zhang (CoRR, 2025)

Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models. - Zhihua Tian; Sirun Nan; Ming Xu 002; Shengfang Zhai; Wenjie Qu 001; Jian Liu 012; Kui Ren 001; Ruoxi Jia 001; Jiaheng Zhang (CoRR, 2025)