Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning. - Hanchi Ren; Jingjing Deng 001; Xianghua Xie (CoRR, 2020)

GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning. - Hanchi Ren; Jingjing Deng 001; Xianghua Xie (ACM Trans. Intell. Syst. Technol., 2022)

An Element-Wise Weights Aggregation Method for Federated Learning. - Yi Hu; Hanchi Ren; Chen Hu; Jingjing Deng 001; Xianghua Xie (ICDM (Workshops), 2023)

Gradient Leakage Defense with Key-Lock Module for Federated Learning. - Hanchi Ren; Jingjing Deng 001; Xianghua Xie; Xiaoke Ma 001; Jianfeng Ma (CoRR, 2023)

Centersam: Fully Automatic Prompt for Dense Nucleus Segmentation. - Yiming Li; Hanchi Ren; Jingjing Deng 001; Xiaoke Ma 001; Xianghua Xie (ISBI, 2024)

Predator-Prey Q-Learning Based Collaborative Coverage Path Planning for Swarm Robotics. - Michael Watson; Hanchi Ren; Farshad Arvin; Junyan Hu (TAROS (2), 2024)

Task-oriented Robotic Manipulation with Vision Language Models. - Nurhan Bulus Guran; Hanchi Ren; Jingjing Deng 001; Xianghua Xie (CoRR, 2024)

Triplane Grasping: Efficient 6-DoF Grasping with Single RGB Images. - Yiming Li; Hanchi Ren; Jingjing Deng 001; Xianghua Xie (CoRR, 2024)

Distributed Learning for UAV Swarms. - Chen Hu; Hanchi Ren; Jingjing Deng 001; Xianghua Xie (CoRR, 2024)

FedBoosting: Federated learning with gradient protected boosting for text recognition. - Hanchi Ren; Jingjing Deng 001; Xianghua Xie; Xiaoke Ma 001; Yichuan Wang (Neurocomputing, 2024)

A survey on vulnerability of federated learning: A learning algorithm perspective. - Xianghua Xie; Chen Hu; Hanchi Ren; Jingjing Deng 001 (Neurocomputing, 2024)

Safeguarding Privacy for Medical Data with a Novel Key-Lock Module in Federated Learning. - Hanchi Ren; Jingjing Deng 001; Xianghua Xie; Xiaoke Ma 001; Jianfeng Ma (AIiH (2), 2025)

How to Manage Berths in Ports With On-Shore Power Supply Technology. - Xueting He; Hanchi Ren; Shuaian Wang; Lu Zhen (IEEE Trans. Engineering Management, 2025)

From Local Patterns to Global Understanding: Cross-Stock Trend Integration for Enhanced Predictive Modeling. - Yi Hu; Hanchi Ren; Jingjing Deng 001; Xianghua Xie (CoRR, 2025)