no code implementations • ECCV 2020 • Lu Zhou, Yingying Chen, Yunze Gao, Jinqiao Wang, Hanqing Lu
To overcome the defects caused by the erasing operation, we perform feature reconstruction to recover the information destroyed by occlusion and details lost in cleaning procedure.
no code implementations • 8 Mar 2025 • Liya Tang, Qirui Qu, Yiying Long, Xia Wu, Jincan Liu, Ming Xu, Hong Zhang, Lu Zhou, Qiong Liu, Kun Ai
On day 29 post-injury, all rats underwent urodynamic assessments, followed by hematoxylin and eosin (HE) staining, tandem mass tag (TMT) proteomics, and Western blot (WB) analysis of the detrusor and bladder neck tissues.
1 code implementation • 25 Dec 2024 • Yuchen Ren, Zhengyu Zhao, Chenhao Lin, Bo Yang, Lu Zhou, Zhe Liu, Chao Shen
We propose the Multiple Monotonic Diversified Integrated Gradients (MuMoDIG) attack, which can generate highly transferable adversarial examples on different CNN and ViT models and defenses.
no code implementations • 31 Oct 2024 • Chiyu Zhang, Xiaogang Xu, Jiafei Wu, Zhe Liu, Lu Zhou
Adversarial attacks, which manipulate input data to undermine model availability and integrity, pose significant security threats during machine learning inference.
no code implementations • 17 Oct 2024 • Cogan Shimizu, Shirly Stephe, Adrita Barua, Ling Cai, Antrea Christou, Kitty Currier, Abhilekha Dalal, Colby K. Fisher, Pascal Hitzler, Krzysztof Janowicz, Wenwen Li, Zilong Liu, Mohammad Saeid Mahdavinejad, Gengchen Mai, Dean Rehberger, Mark Schildhauer, Meilin Shi, Sanaz Saki Norouzi, Yuanyuan Tian, Sizhe Wang, Zhangyu Wang, Joseph Zalewski, Lu Zhou, Rui Zhu
KnowWhereGraph is one of the largest fully publicly available geospatial knowledge graphs.
no code implementations • 11 Mar 2024 • Jin-Can Liu, Li-Ya Tang, Xiao-Ying Sun, Qi-Rui Qu, Qiong Liu, Lu Zhou, Hong Zhang, Bruce Song, Ming Xu, Kun Ai
Purpose The aim of this study was to explore whether electroacupuncture regulates phenotypic transformation of smooth muscle cells by inhibiting ferroptosis and inhibiting fibrosis, thereby improving bladder urination function after suprasacral spinal cord injury (SSCI).
no code implementations • 30 Dec 2023 • Qiannan Wang, Changchun Yin, Lu Zhou, Liming Fang
The extensive adoption of Self-supervised learning(SSL) has led to an increased security threat from backdoor attacks.
no code implementations • 7 Sep 2023 • Luping Rao, Chuan Ma, Ming Ding, Yuwen Qian, Lu Zhou, Zhe Liu
However, the current object detection methods are mostly based on centralized deep training, that is, the sensitive data obtained by edge devices need to be uploaded to the server, which raises privacy concerns.
1 code implementation • 25 Feb 2023 • Jinzhao Luo, Lu Zhou, Guibo Zhu, Guojing Ge, Beiying Yang, Jinqiao Wang
Most current methods adopt graph convolutional network (GCN) for topology modeling, but GCN-based methods are limited in long-distance correlation modeling and generalizability.
1 code implementation • 21 Jan 2023 • Xinhang Wan, Xinwang Liu, Jiyuan Liu, Siwei Wang, Yi Wen, Weixuan Liang, En Zhu, Zhe Liu, Lu Zhou
Multi-view clustering has gained broad attention owing to its capacity to exploit complementary information across multiple data views.
1 code implementation • 5 Nov 2022 • Gongping Chen, Lu Zhou, Jianxun Zhang, Xiaotao Yin, Liang Cui, Yu Dai
Breast cancer is one of the common cancers that endanger the health of women globally.
no code implementations • 5 Sep 2022 • Yundi Shi, Piji Li, Changchun Yin, Zhaoyang Han, Lu Zhou, Zhe Liu
Therefore, in this paper, we propose a malicious prompt template construction method (\textbf{PromptAttack}) to probe the security performance of PLMs.
no code implementations • 27 May 2022 • Cogan Shimizu, Andrew Eells, Seila Gonzalez, Lu Zhou, Pascal Hitzler, Alicia Sheill, Catherine Foley, Dean Rehberger
Wikibase -- which is the software underlying Wikidata -- is a powerful platform for knowledge graph creation and management.
1 code implementation • 22 Feb 2022 • Wenying Duan, Xiaoxi He, Lu Zhou, Lothar Thiele, HONG RAO
In this paper, we propose Hyper Time- Series Forecasting (HTSF), a hypernetwork-based framework for accurate time series forecasting under distribution shift.
no code implementations • 11 May 2021 • Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
Neuro-Symbolic Artificial Intelligence -- the combination of symbolic methods with methods that are based on artificial neural networks -- has a long-standing history.
1 code implementation • 11 Dec 2019 • Aaron Eberhart, Monireh Ebrahimi, Lu Zhou, Cogan Shimizu, Pascal Hitzler
We present a new approach to integrating deep learning with knowledge-based systems that we believe shows promise.