Zobrazeno 1 - 10
of 315
pro vyhledávání: '"Gao, YiFeng"'
Autor:
Zhang, Yongting, Chen, Lu, Zheng, Guodong, Gao, Yifeng, Zheng, Rui, Fu, Jinlan, Yin, Zhenfei, Jin, Senjie, Qiao, Yu, Huang, Xuanjing, Zhao, Feng, Gui, Tao, Shao, Jing
The emergence of Vision Language Models (VLMs) has brought unprecedented advances in understanding multimodal information. The combination of textual and visual semantics in VLMs is highly complex and diverse, making the safety alignment of these mod
Externí odkaz:
http://arxiv.org/abs/2406.12030
This paper presents a novel model protection paradigm ModelLock that locks (destroys) the performance of a model on normal clean data so as to make it unusable or unextractable without the right key. Specifically, we proposed a diffusion-based framew
Externí odkaz:
http://arxiv.org/abs/2405.16285
Federated learning (FL) is a collaborative learning paradigm that allows different clients to train one powerful global model without sharing their private data. Although FL has demonstrated promising results in various applications, it is known to s
Externí odkaz:
http://arxiv.org/abs/2404.11888
Autor:
Feng, Aosong, Chen, Jialin, Garza, Juan, Berry, Brooklyn, Salazar, Francisco, Gao, Yifeng, Ying, Rex, Tassiulas, Leandros
The high-resolution time series classification problem is essential due to the increasing availability of detailed temporal data in various domains. To tackle this challenge effectively, it is imperative that the state-of-the-art attention model is s
Externí odkaz:
http://arxiv.org/abs/2403.04882
Recent rapid development of sensor technology has allowed massive fine-grained time series (TS) data to be collected and set the foundation for the development of data-driven services and applications. During the process, data sharing is often involv
Externí odkaz:
http://arxiv.org/abs/2301.01838
Time series motif discovery has been a fundamental task to identify meaningful repeated patterns in time series. Recently, time series chains were introduced as an expansion of time series motifs to identify the continuous evolving patterns in time s
Externí odkaz:
http://arxiv.org/abs/2211.02146
Publikováno v:
In Optics Communications 15 October 2024 569
Autor:
Chen, Yan, Zhang, Nan, Gao, Yifeng, Zhou, Zhen, Gao, Xuelian, Liu, Jiayi, Gao, Zhifan, Zhang, Heye, Wen, Zhaoying, Xu, Lei
Publikováno v:
In International Journal of Cardiology 15 September 2024 411
In this paper, we consider the federated learning (FL) problem in the presence of communication errors. We model the link between the devices and the central node (CN) by a packet erasure channel, where the local parameters from devices are either er
Externí odkaz:
http://arxiv.org/abs/2201.12991
Differential privacy (DP) has become the de facto standard of privacy preservation due to its strong protection and sound mathematical foundation, which is widely adopted in different applications such as big data analysis, graph data process, machin
Externí odkaz:
http://arxiv.org/abs/2112.01704