Tianyuan Zou

According to our database, Tianyuan Zou authored at least 15 papers between 2020 and 2025.

Collaborative distances:

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

2025

PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs.

Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang

CoRR, June, 2025

Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks.

Yang Liu, Bingjie Yan, Tianyuan Zou, Jianqing Zhang, Zixuan Gu, Jianbing Ding, Xidong Wang, Jingyi Li, Xiaozhou Ye, Ye Ouyang, Qiang Yang, Ya-Qin Zhang

CoRR, April, 2025

Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion.

Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang

CoRR, February, 2025

2024

Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning.

Tianyuan Zou, Yang Liu, Yan Kang, Wenhan Liu, Yuanqin He, Zhihao Yi, Qiang Yang, Ya-Qin Zhang

IEEE Trans. Big Data, December, 2024

Vertical Federated Learning: Concepts, Advances, and Challenges.

Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang

IEEE Trans. Knowl. Data Eng., July, 2024

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning.

Tianyuan Zou, Zixuan Gu, Yu He, Hideaki Takahashi, Yang Liu, Ya-Qin Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning.

Tianyuan Zou, Yang Liu, Peng Li, Jianqing Zhang, Jingjing Liu, Ya-Qin Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization.

Tianyuan Zou, Yang Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang

Proceedings of the IEEE International Conference on Big Data, 2024

2023

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning.

Tianyuan Zou, Zixuan Gu, Yu He, Hideaki Takahashi, Yang Liu, Guangnan Ye, Ya-Qin Zhang

CoRR, 2023

Mutual Information Regularization for Vertical Federated Learning.

Tianyuan Zou, Yang Liu, Ya-Qin Zhang

CoRR, 2023

2022

Vertical Federated Learning.

Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang

CoRR, 2022

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, Yuanchun Shi, Jennifer Mankoff, Anind K. Dey

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Defending Label Inference and Backdoor Attacks in Vertical Federated Learning.

Yang Liu, Zhihao Yi, Yan Kang, Yuanqin He, Wenhan Liu, Tianyuan Zou, Qiang Yang

CoRR, 2021

LightWrite: Teach Handwriting to The Visually Impaired with A Smartphone.

Zihan Wu, Chun Yu, Xuhai Xu, Tong Wei, Tianyuan Zou, Ruolin Wang, Yuanchun Shi

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

A New Fluorescence Quantum Yield Efficiency Retrieval Method to Simulate Chlorophyll Fluorescence under Natural Conditions.

Tianyuan Zou, Jing Zhang

Remote. Sens., 2020