Faguo Wu - Publications, H-index & Citations

Faguo Wu

beihang university

3H指数

29论文数

48被引数

收录论文 8

发表时间

Solving time-dependent partial differential equations via hard-constrained physics-informed neural networks with adaptive causal weighting 通过自适应因果加权方法解决硬约束物理信息神经网络的时间依赖偏微分方程

Journal of Computational Physics

IF3.8

2026-09-30

PREAI

Zhang, Xiangyu; Wu, Faguo; Zhang, Xiao; Wang, Yanjie; Wu, Hao

Corrigendum to “A singular learning theory for unified large language model pruning” [Neurocomputing 664C (2026) 132044]勘误：“A singular learning theory for unified large language model pruning” [Neurocomputing 664C (2026) 132044]

Neurocomputing

IF6.5

2026-04-01

PREAI

Xinyu Wang; Zhaoxin Fan; Faguo Wu; Hongwei Zheng; Yuanze Hu; Gen Li; Zhichao Yang; Ye Qiu; Yifan Sun; Wenjun Wu

Beyond LDP-FL: Independent Uplink–Downlink Privacy Protection in Federated Learning 超越LDP-FL：联邦学习中的独立上行-下行隐私保护

IEEE Transactions on Network Science and Engineering

IF7.9

2026-02-16

PREAI

Dongrun Li; Yun Zeng; Faguo Wu; Jiancheng Liu; Qinnan Zhang; Binghui Guo; Xiao Zhang; Zhiming Zheng

Score-based Physics-Informed Learning Framework for Stochastic Dynamics 基于分数的物理信息学习框架用于随机动力学

Journal of Computational Physics

IF3.8

2025-12-12

PREAI

Hanbo Kou; Feng Liu; Faguo Wu; Xiao Zhang

Model-free robust reinforcement learning via Polynomial Chaos 基于多项式混沌的无模型鲁棒强化学习

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-01-01

PREAI

Liu, Jianxiang; Wu, Faguo; Zhang, Xiao

Uncertainty modified policy for multi-agent reinforcement learning

APPLIED INTELLIGENCE

IF3.5

2024-09-09

PREAI

Zhao, Xinyu; Liu, Jianxiang; Wu, Faguo; Zhang, Xiao; Wang, Guojian

Adaptive trajectory-constrained exploration strategy for deep reinforcement learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-02-01

OAAI

Wang, Guojian; Wu, Faguo; Zhang, Xiao; Guo, Ning; Zheng, Zhiming

Learning Diverse Policies with Soft Self-Generated Guidance

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2023-04-18

OAAI

Wang, Guojian; Wu, Faguo; Zhang, Xiao; Liu, Jianxiang

研究方向