Tianyuan Zou - RankMe

18 papers A* 6B 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. ICML Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2025	J	`jnl`	Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. CoRR Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2025	A*	`conf`	PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs. ICML Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang
2025	J	`jnl`	PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs. CoRR Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang
2025	J	`jnl`	Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks. CoRR 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
2024	B	`conf`	Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization. IEEE Big Data Tianyuan Zou, Yang Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2024	J	`jnl`	Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning. IEEE Trans. Big Data Tianyuan Zou, Yang Liu, Yan Kang, Wenhan Liu, Yuanqin He, Zhihao Yi, Qiang Yang, Ya-Qin Zhang
2024	A*	`conf`	FuseGen: PLM Fusion for Data-generation based Zero-shot Learning. EMNLP Tianyuan Zou, Yang Liu, Peng Li, Jianqing Zhang, Jingjing Liu, Ya-Qin Zhang
2024	J	`jnl`	FuseGen: PLM Fusion for Data-generation based Zero-shot Learning. CoRR Tianyuan Zou, Yang Liu, Peng Li, Jianqing Zhang, Jingjing Liu, Ya-Qin Zhang
2024	A*	`conf`	VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. ICLR Tianyuan Zou, Zixuan Gu, Yu He, Hideaki Takahashi, Yang Liu, Ya-Qin Zhang
2024	J	`jnl`	Vertical Federated Learning: Concepts, Advances, and Challenges. IEEE Trans. Knowl. Data Eng. Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
2023	J	`jnl`	Mutual Information Regularization for Vertical Federated Learning. CoRR Tianyuan Zou, Yang Liu, Ya-Qin Zhang
2023	J	`jnl`	VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. CoRR Tianyuan Zou, Zixuan Gu, Yu He, Hideaki Takahashi, Yang Liu, Guangnan Ye, Ya-Qin Zhang
2022	A*	`conf`	TypeOut: Leveraging Just-in-Time Self-Affirmation for Smartphone Overuse Reduction. CHI Xuhai Xu, Tianyuan Zou, Han Xiao, Yanzhang Li, Ruolin Wang, Tianyi Yuan, Yuntao Wang, Yuanchun Shi, Jennifer Mankoff, Anind K. Dey
2022	J	`jnl`	Vertical Federated Learning. CoRR Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
2021	J	`jnl`	Defending Label Inference and Backdoor Attacks in Vertical Federated Learning. CoRR Yang Liu, Zhihao Yi, Yan Kang, Yuanqin He, Wenhan Liu, Tianyuan Zou, Qiang Yang
2021	A*	`conf`	LightWrite: Teach Handwriting to The Visually Impaired with A Smartphone. CHI Zihan Wu, Chun Yu, Xuhai Xu, Tong Wei, Tianyuan Zou, Ruolin Wang, Yuanchun Shi
2020	J	`jnl`	A New Fluorescence Quantum Yield Efficiency Retrieval Method to Simulate Chlorophyll Fluorescence under Natural Conditions. Remote. Sens. Tianyuan Zou, Jing Zhang