activity
20222024
most citedQuantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification

7 citations · 14 across the 8 of their papers we have counts for

collaborators

8 papers

eess.SP2024

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data

Mengna Liu, Dong Xiang, Xu Cheng +4

The popularity and diffusion of wearable devices provides new opportunities for sensor-based human activity recognition that leverages deep learning-based algorithms. Although impr…

cs.CV2023

High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship Detection

Yifan Yin, Xu Cheng, Fan Shi +3

Accurate and reliable optical remote sensing image-based small-ship detection is crucial for maritime surveillance systems, but existing methods often struggle with balancing detec…

cs.AI2023

Friend Ranking in Online Games via Pre-training Edge Transformers

Liang Yao, Jiazhen Peng, Shenggong Ji +4

Friend recall is an important way to improve Daily Active Users (DAU) in online games. The problem is to generate a proper lost friend ranking list essentially. Traditional friend…

cs.CV20233 cited

Advancing 3D finger knuckle recognition via deep feature learning

Kevin H. M. Cheng, Xu Cheng, Guoying Zhao

Contactless 3D finger knuckle patterns have emerged as an effective biometric identifier due to its discriminativeness, visibility from a distance, and convenience. Recent research…

cs.CR20222 cited

A Review of Federated Learning in Energy Systems

Xu Cheng, Chendan Li, Xiufeng Liu

With increasing concerns for data privacy and ownership, recent years have witnessed a paradigm shift in machine learning (ML). An emerging paradigm, federated learning (FL), has g…

math.DG2022

Some rigidity properties for -self-expanders

Saul Ancari, Xu Cheng

-self-expanders in are the solutions of the isoperimetric problem with respect to the same weighted area form as in the study of the self-expanders. In th…