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Xuefeng Liu

AAAI 2026CVPR 2026ICML 2026INFOCOM 2026IROS 2026多模态可解释性安全理论与学习动力学

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70

一作贡献0

核心/参与38

方向广度17

合作网络12

0 一作 · 5 篇 · AAAI 2026 / CVPR 2026 / ICML 2026 / INFOCOM 2026 / IROS 2026

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2026 顶会论文

5

作者位次 #4/5ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

FedPDG: Prediction Discrepancy–Guided Data Generation for Heterogeneous Federated Learning

Yuqi Wang · Jianwei Niu · Xinghao Wu · Xuefeng Liu · Xin Hao

作者位次 #3/7CVPR 2026Spotlight· Computer Vision & Pattern Recognition

Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning

Xinghao Wu · Jianwei Niu · Xuefeng Liu · Guogang Zhu · Jiayuan Zhang · Shaojie Tang · Wei Chen

多模态可解释性OpenReview 项目页

作者位次 #6/7IROS 2026Poster· Certifying Safety in Learned Robot Control

Real-Time High-Precision Collision Detection Via Physics-Motivated Fusion

hailong han · Qingfeng Li · Qing Sun · Yuanbo Dou · Chen Chen · Xuefeng Liu · Jianwei Niu

安全Failure Detection and RecoveryRobot SafetyMachine Learning for Robot ControlOpenReview

作者位次 #2/6INFOCOM 2026Oral· Computer Communications & Networking

The Aggregated Model is a Confounder: Enabling Deconfounded Federated Learning for OOD Generalization

Jiayuan Zhang · Xuefeng Liu · Jianwei Niu · Haotian Yang · Wanyu LIN · Xinghao Wu

理论与学习动力学OpenReview

作者位次 #3/5AAAI 2026Poster· Artificial Intelligence

Learning to Optimize Job Shop Scheduling Under Structural Uncertainty

Rui Zhang · Jianwei Niu · Xuefeng Liu · Shaojie Tang · Jing Yuan

常见合作者

JNJianwei Niu×5 XWXinghao Wu×3 JZJiayuan Zhang×2 STShaojie Tang×2 YWYuqi Wang XHXin Hao GZGuogang Zhu WCWei Chen HHhailong han QLQingfeng Li QSQing Sun YDYuanbo Dou