PG
Pengxin Guo
cs.LGcs.CVcs.AIcs.CReess.SPstat.ML
On Valency
published · living versionsW_s3gcfv56·v1 · currentpublished
A Novel Federated Learning Framework for Defending Against Gradient Inversion Attacks
with Ziying Huang, Shuang Zeng, Xiaodan Zhang, Weihong Ren +2
1 version
Preprints & journals
10 papers in the corpus · 2020–2025FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models2506.09638v1 · Weiying Zheng, Ziyue Lin, Pengxin Guo et al.2025 · 0 citationsarXiv
A Versatile Framework for Unsupervised Domain Adaptation based on Instance Weighting.40030266 · Zhu, Jinjing, Ye, Feiyang, Xiao, Qiao et al.2025 · 12 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;PP
Selective Aggregation for Low-Rank Adaptation in Federated Learning2410.01463v3 · Pengxin Guo, Shuang Zeng, Yanran Wang et al.2024 · 1 citationarXiv
Tackling Data Heterogeneity in Federated Learning via Loss Decomposition2408.12300v2 · Shuang Zeng, Pengxin Guo, Shuai Wang et al.2024 · 8 citationsarXiv
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting2401.04148v1 · Pengxin Guo, Pengrong Jin, Ziyue Li et al.2024 · 5 citationsarXiv
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting2312.05024v1 · Jinjing Zhu, Feiyang Ye, Qiao Xiao et al.2023 · 1 citationarXiv
Domain Adaptation via Bidirectional Cross-Attention Transformer2201.05887v2 · Xiyu Wang, Pengxin Guo, Yu Zhang2022 · 14 citationsarXiv
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search2109.06652v1 · Zhixiong Yue, Pengxin Guo, Yu Zhang2021 · 1 citationarXiv
Multi-Task Adversarial Attack2011.09824v1 · Pengxin Guo, Yuancheng Xu, Baijiong Lin et al.2020 · 4 citationsarXiv
Deep Multi-Task Augmented Feature Learning via Hierarchical Graph Neural Network2002.04813v1 · Pengxin Guo, Chang Deng, Linjie Xu et al.2020 · 6 citationsarXiv
Career total: 16 works. 10 are in this corpus.
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