A New Fluorescence Quantum Yield Efficiency Retrieval Method to Simulate Chlorophyll Fluorescence under Natural Conditions. - Tianyuan Zou; Jing Zhang (Remote. Sens., 2020)

LightWrite: Teach Handwriting to The Visually Impaired with A Smartphone. - Zihan Wu 002; Chun Yu; Xuhai Xu; Tong Wei; Tianyuan Zou; Ruolin Wang; Yuanchun Shi (CHI, 2021)

Defending Label Inference and Backdoor Attacks in Vertical Federated Learning. - Yang Liu 165; Zhihao Yi; Yan Kang 001; Yuanqin He; Wenhan Liu; Tianyuan Zou; Qiang Yang 001 (CoRR, 2021)

TypeOut: Leveraging Just-in-Time Self-Affirmation for Smartphone Overuse Reduction. - Xuhai Xu; Tianyuan Zou; Han Xiao; Yanzhang Li; Ruolin Wang; Tianyi Yuan; Yuntao Wang 001; Yuanchun Shi; Jennifer Mankoff; Anind K. Dey (CHI, 2022)

Vertical Federated Learning. - Yang Liu 165; Yan Kang 001; Tianyuan Zou; Yanhong Pu; Yuanqin He; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang; Qiang Yang 001 (CoRR, 2022)

Mutual Information Regularization for Vertical Federated Learning. - Tianyuan Zou; Yang Liu; Ya-Qin Zhang (CoRR, 2023)

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. - Tianyuan Zou; Zixuan Gu; Yu He; Hideaki Takahashi; Yang Liu 165; Guangnan Ye; Ya-Qin Zhang (CoRR, 2023)

Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization. - Tianyuan Zou; Yang Liu 165; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang (IEEE Big Data, 2024)

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning. - Tianyuan Zou; Yang Liu 005; Peng Li 030; Jianqing Zhang; Jingjing Liu; Ya-Qin Zhang (EMNLP, 2024)

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. - Tianyuan Zou; Zixuan Gu; Yu He; Hideaki Takahashi; Yang Liu 165; Ya-Qin Zhang (ICLR, 2024)

Vertical Federated Learning: Concepts, Advances, and Challenges. - Yang Liu 165; Yan Kang 001; Tianyuan Zou; Yanhong Pu; Yuanqin He; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning. - Tianyuan Zou; Yang Liu 165; Yan Kang 001; Wenhan Liu; Yuanqin He; Zhihao Yi; Qiang Yang 001; Ya-Qin Zhang (IEEE Trans. Big Data, 2024)

Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. - Tianyuan Zou; Yang Liu 165; Peng Li; Yufei Xiong; Jianqing Zhang; Jingjing Liu; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang (CoRR, 2025)

Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks. - Yang Liu 165; Bingjie Yan; Tianyuan Zou; Jianqing Zhang; Zixuan Gu; Jianbing Ding; Xidong Wang; Jingyi Li; Xiaozhou Ye; Ye Ouyang; Qiang Yang 001; Ya-Qin Zhang (CoRR, 2025)

PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs. - Jianqing Zhang; Yang Liu 165; Jie Fu; Yang Hua 001; Tianyuan Zou; Jian Cao; Qiang Yang 001 (CoRR, 2025)