Alert button
Picture for Tao Fan

Tao Fan

Alert button

Grounding Foundation Models through Federated Transfer Learning: A General Framework

Add code
Bookmark button
Alert button
Dec 05, 2023
Yan Kang, Tao Fan, Hanlin Gu, Lixin Fan, Qiang Yang

Viaarxiv icon

FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models

Add code
Bookmark button
Alert button
Oct 16, 2023
Tao Fan, Yan Kang, Guoqiang Ma, Weijing Chen, Wenbin Wei, Lixin Fan, Qiang Yang

Figure 1 for FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
Figure 2 for FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
Figure 3 for FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
Figure 4 for FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
Viaarxiv icon

SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning

Add code
Bookmark button
Alert button
Oct 21, 2021
Weijing Chen, Guoqiang Ma, Tao Fan, Yan Kang, Qian Xu, Qiang Yang

Figure 1 for SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning
Figure 2 for SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning
Figure 3 for SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning
Figure 4 for SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning
Viaarxiv icon

A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression

Add code
Bookmark button
Alert button
Dec 04, 2019
Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang

Figure 1 for A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
Figure 2 for A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
Viaarxiv icon

SecureBoost: A Lossless Federated Learning Framework

Add code
Bookmark button
Alert button
Jan 25, 2019
Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Qiang Yang

Figure 1 for SecureBoost: A Lossless Federated Learning Framework
Figure 2 for SecureBoost: A Lossless Federated Learning Framework
Figure 3 for SecureBoost: A Lossless Federated Learning Framework
Figure 4 for SecureBoost: A Lossless Federated Learning Framework
Viaarxiv icon