Sicong Liu

schoolNorthwestern Polytechnical Universitybar_chart#5616 Global Rank

Total Papers

HCI Rank

#5616

Research Areas

Years Active

Recent Publications

EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control

Li 等人提出 EchoPFL 框架，通过异步本地训练和按需陈旧度控制实现移动端高效的个性化联邦学习，保护用户隐私。

UBICOMP '231st AuthorGenerative AI (Text, Image, Music, Video) +2

AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices

"The ubiquity of camera-embedded devices and the advances in deep learning have stimulated various intelligent mobile video applications. These applications often demand on-device processing of video streams to deliver real-time, high-quality services for privacy and robustness concerns. However, the performance of th…

UBICOMP '233rd AuthorHuman-LLM Collaboration +2

Genie in the Model: Automatic Generation of Human-in-the-Loop Deep Neural Networks for Mobile Applications

"Advances in deep neural networks (DNNs) have fostered a wide spectrum of intelligent mobile applications ranging from voice assistants on smartphones to augmented reality with smart-glasses. To deliver high-quality services, these DNNs should operate on resource-constrained mobile platforms and yield consistent perfo…

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