Guocheng Liao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Privacy Protection

Online Social Networking

Data Collection

Top Venues

IEEE/ACM Trans. Netw.

SIGMETRICS Perform. Evaluation Rev.

Publications

Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. CoRR (2024)
Yanning Zhang, Guocheng Liao, Shengbin Cao, Ning Yang, Meng Zhang
Age-minimal Multicast by Graph Attention Reinforcement Learning. CoRR (2024)
Peng Sun, Guocheng Liao, Xu Chen, Jianwei Huang
A Socially Optimal Data Marketplace With Differentially Private Federated Learning. IEEE/ACM Trans. Netw. 32 (3) (2024)
Jingyi Li, Guocheng Liao, Lin Chen, Xu Chen
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks. IEEE Trans. Mob. Comput. 23 (5) (2024)
Guocheng Liao, Xu Chen, Jianwei Huang
Privacy Protection Under Incomplete Social and Data Correlation Information. IEEE/ACM Trans. Netw. 31 (6) (2023)
Jingyi Li, Guocheng Liao, Lin Chen, Xu Chen
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks. CoRR (2023)
Peng Sun, Xu Chen, Guocheng Liao, Jianwei Huang
A Profit-Maximizing Model Marketplace with Differentially Private Federated Learning. INFOCOM (2022)
Guocheng Liao, Yu Su, Juba Ziani, Adam Wierman, Jianwei Huang
The Privacy Paradox and Optimal Bias-Variance Trade-offs in Data Acquisition. SIGMETRICS Perform. Evaluation Rev. 49 (2) (2022)
Pu Wang, Tao Ouyang, Guocheng Liao, Jie Gong, Shuai Yu, Xu Chen
Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing. J. Syst. Archit. 130 (2022)
Guocheng Liao, Xu Chen, Jianwei Huang
Privacy-Aware Online Social Networking With Targeted Advertisement. IEEE/ACM Trans. Netw. 30 (3) (2022)
Guocheng Liao, Yu Su, Juba Ziani, Adam Wierman, Jianwei Huang
The Privacy Paradox and Optimal Bias-Variance Trade-offs in Data Acquisition. EC (2021)
Guocheng Liao, Yu Su, Juba Ziani, Adam Wierman, Jianwei Huang
The Privacy Paradox and Optimal Bias-Variance Trade-offs in Data Acquisition. CoRR (2021)
Guocheng Liao, Xu Chen, Jianwei Huang
Social-Aware Privacy-Preserving Mechanism for Correlated Data. IEEE/ACM Trans. Netw. 28 (4) (2020)
Guocheng Liao, Xu Chen, Jianwei Huang
Privacy Policy in Online Social Network with Targeted Advertising Business. INFOCOM (2020)
Guocheng Liao, Xu Chen, Jianwei Huang
Prospect Theoretic Analysis of Privacy-Preserving Mechanism. IEEE/ACM Trans. Netw. 28 (1) (2020)
Guocheng Liao, Xu Chen, Jianwei Huang
Prospect Theoretic Analysis of Privacy-Preserving Mechanism. CoRR (2019)
Guocheng Liao, Xu Chen, Jianwei Huang
Social-Aware Privacy-Preserving Correlated Data Collection. MobiHoc (2018)
Guocheng Liao, Xu Chen, Jianwei Huang
Optimal Privacy-Preserving Data Collection: A Prospect Theory Perspective. GLOBECOM (2017)