Tianyuan Zou

1. Vertical Federated Learning: Concepts, Advances, and Challenges
   2024/07/01 by Yang Liu, Yan Kang, Tianyuan Zou +6 · 16 citations
2. Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
   2021/12/10 by Yang Liu, Tianyuan Zou, Liu, Yang +11 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
   2025/02/01 by Tianyuan Zou, Zou, Tianyuan, Yang Liu +14 · 3 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
   2025/06/04 by Jianqing Zhang, Zhang, Jianqing, Yang Liu +11 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Privacy-Preserving Technologies in Data
5. Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
   2025/04/24 by Yang Liu, Liu, Yang, Zhang, Kejia +22 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management
6. E-Bench: Benchmarking Multi-Step Tool-Use Agents in Real-World Product Scenarios
   2026/07/26 by Weihuang Zheng, Tianyuan Zou, Eileen Ye +5
   #cs.AI