Faguo Wu - Publications, H-index & Citations

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Faguo Wu

Beihang University

3H-index

28Paper Count

48Citation Count

Published Papers 7

Publication Date

Corrigendum to “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

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Beyond LDP-FL: Independent Uplink–Downlink Privacy Protection in Federated Learning

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

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Score-based Physics-Informed Learning Framework for Stochastic Dynamics

Journal of Computational Physics

IF3.8

2025-12-12

PREAI

Hanbo Kou; Feng Liu; Faguo Wu; Xiao Zhang

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Model-free robust reinforcement learning via Polynomial Chaos

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-01-01

PREAI

Liu, Jianxiang; Wu, Faguo; Zhang, Xiao

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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

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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

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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

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Research Directions