4 citations · 13 across the 7 of their papers we have counts for
7 papers
Temporal-Decay Shapley: A Time-Aware Data Valuation Framework for Time-Series Data
Chuwen Pang, Bing Mi, Kongyang Chen
With the rapid development of machine learning applications on time-series data, accurately assessing the value of training samples has become essential for data selection, noise d…
Multi-Party Data Pricing for Complex Data Trading Markets: A Rubinstein Bargaining Approach
Bing Mi, Zhengwang Han, Kongyang Chen
With the rapid development of Internet of Things (IoT) and artificial intelligence technologies, data has become an important strategic resource in the new era. However, the growin…
AIGC-Assisted Digital Watermark Services in Low-Earth Orbit Satellite-Terrestrial Edge Networks
Kongyang Chen, Yikai Li, Wenjun Lan +2
Low Earth Orbit (LEO) satellite communication is a crucial component of future 6G communication networks, contributing to the development of an integrated satellite-terrestrial net…
Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices
Kongyang Chen, Dongping Zhang, Sijia Guan +3
Wearable data serves various health monitoring purposes, such as determining activity states based on user behavior and providing tailored exercise recommendations. However, the in…
Data Trading Combination Auction Mechanism based on the Exponential Mechanism
Kongyang Chen, Zeming Xu, Bing Mi
With the widespread application of machine learning technology in recent years, the demand for training data has increased significantly, leading to the emergence of research areas…
Machine Unlearning in Large Language Models
Kongyang Chen, Zixin Wang, Bing Mi +4
Recently, large language models (LLMs) have emerged as a notable field, attracting significant attention for its ability to automatically generate intelligent contents for various…
EdgeLeakage: Membership Information Leakage in Distributed Edge Intelligence Systems
Kongyang Chen, Yi Lin, Hui Luo +4
In contemporary edge computing systems, decentralized edge nodes aggregate unprocessed data and facilitate data analytics to uphold low transmission latency and real-time data proc…