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Exploring the Universal Vulnerability of Prompt-based Learning Paradigm



Lei Xu , Yangyi Chen , Ganqu Cui , Hongcheng Gao , Zhiyuan Liu

* Accepted to Findings of NAACL 2022 

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Sufficient Reasons for A Zero-Day Intrusion Detection Artificial Immune System



Qianru Zhou , Rongzhen Li , Lei Xu , Arumugam Nallanathan , Jian Yanga , Anmin Fu


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IA-FaceS: A Bidirectional Method for Semantic Face Editing



Wenjing Huang , Shikui Tu , Lei Xu

* 68 pages, 33 figures 

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Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking



Lei Xu , Tianyu Ren , Georgia Chalvatzaki , Jan Peters

* 6 pages, 6 figures, 

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The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining



Yi Liu , Lei Xu , Xingliang Yuan , Cong Wang , Bo Li

* INFOCOM 2022 

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HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis



Xiaodan Xing , Javier Del Ser , Yinzhe Wu , Yang Li , Jun Xia , Lei Xu , David Firmin , Peter Gatehouse , Guang Yang

* 9 pages, 14 figures, Accepted by IEEE JBHI 

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D^2ETR: Decoder-Only DETR with Computationally Efficient Cross-Scale Attention



Junyu Lin , Xiaofeng Mao , Yuefeng Chen , Lei Xu , Yuan He , Hui Xue


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Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition



Peiying Li , Shikui Tu , Lei Xu

* 30 pages, 10 figures 

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A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge



Hsuan-Tung Peng , Joshua Lederman , Lei Xu , Thomas Ferreira de Lima , Chaoran Huang , Bhavin Shastri , David Rosenbluth , Paul Prucnal

* 17 pages, 14 figures 

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Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining



Xiang Chen , Yufeng Huang , Lei Xu

* Accepted in CVPRW 2021 

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