Normalized Stochastic Heavy Ball with Adaptive Momentum. - Ziqing Wen; Xiaoge Deng; Tao Sun 005; Dongsheng Li 001 (ECAI, 2023)

A Multi-Source Fusion Navigation System to Overcome GPS Interruption of Unmanned Ground Vehicles. - Kuibao Zhu; Chengbin Deng; Feng Zhang; Haonan Kang; Ziqing Wen; Guangyuan Guo (IEEE Access, 2023)

Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients. - Ping Luo; Xiaoge Deng; Ziqing Wen; Tao Sun 005; Dongsheng Li 001 (CoRR, 2024)

Score-based Generative Models with Adaptive Momentum. - Ziqing Wen; Xiaoge Deng; Ping Luo; Tao Sun 005; Dongsheng Li 001 (CoRR, 2024)

Federated Prediction-Powered Inference from Decentralized Data. - Ping Luo; Xiaoge Deng; Ziqing Wen; Tao Sun 005; Dongsheng Li 001 (CoRR, 2024)

Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and Challenges. - Zhouyang Liu; Ning Liu 015; Yixin Chen 004; Ziqing Wen; Jiezhong He; Dongsheng Li 001 (Trans. Mach. Learn. Res., 2025)

Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training. - Ziqing Wen; Ping Luo; Jiahuan Wang; Xiaoge Deng; Jinping Zou; Kun Yuan; Tao Sun 005; Dongsheng Li 001 (CoRR, 2025)

BHerd: Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients. - Ping Luo; Xiaoge Deng; Ziqing Wen; Tao Sun 005; Dongsheng Li 001 (IEEE Trans. Computers, 2025)