Marie Siew

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Optimal Placement

Differentially Private

Privacy Preservation

Top Venues

IEEE Trans. Serv. Comput.

Publications

Marie Siew, Haoran Zhang, Jong-Ik Park, Yuezhou Liu, Yichen Ruan, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong
Fair Concurrent Training of Multiple Models in Federated Learning. CoRR (2024)
Marie Siew, Shikhar Sharma, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework. IEEE Trans. Serv. Comput. 17 (1) (2024)
Hanqing Yang, Marie Siew, Carlee Joe-Wong
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems. CoRR (2024)
Marie Siew, Shikhar Sharma, Carlee Joe-Wong
ACRE: Actor Critic Reinforcement Learning for Failure-Aware Edge Computing Migrations. CISS (2023)
Shuying Gan, Marie Siew, Chao Xu, Tony Q. S. Quek
Differentially Private Deep Q-Learning for Pattern Privacy Preservation in MEC Offloading. ICC (2023)
Sha Xie, Marie Siew, Lingxiang Li, Zhi Chen, Tianlong Yang
Minimizing the THz Communication Outage Probability with ISAC for Delay-Sensitive Services. GLOBECOM (2023)
Marie Siew, Shoba Arunasalam, Yichen Ruan, Ziwei Zhu, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong
Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices. IPSN (2023)
Yuezhou Liu, Lili Su, Carlee Joe-Wong, Stratis Ioannidis, Edmund Yeh, Marie Siew
Cache-Enabled Federated Learning Systems. MobiHoc (2023)
Shuying Gan, Marie Siew, Chao Xu, Tony Q. S. Quek
Differentially Private Deep Q-Learning for Pattern Privacy Preservation in MEC Offloading. CoRR (2023)
Marie Siew, Shikhar Sharma, Kun Guo, Chao Xu, Tony Q. S. Quek, Carlee Joe-Wong
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations. CoRR (2022)
Marie Siew, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek
Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework. CoRR (2022)
Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems. CoRR (2021)
Marie Siew, Kun Guo, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems. INFOCOM (2021)
Lingxiang Li, Marie Siew, Zhi Chen, Tony Q. S. Quek
Optimal Pricing for Job Offloading in the MEC System With Two Priority Classes. IEEE Trans. Veh. Technol. 70 (8) (2021)
Marie Siew, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
Dynamic Pricing for Resource-Quota Sharing in Multi-Access Edge Computing. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Marie Siew, Desmond W. H. Cai, Lingxiang Li, Tony Q. S. Quek
A Sharing-Economy Inspired Pricing Mechanism for Multi-Access Edge Computing. GLOBECOM (2020)
Lingxiang Li, Marie Siew, Tony Q. S. Quek, Ju Ren, Zhi Chen, Yaoxue Zhang
Learning-Based Priority Pricing for Job Offloading in Mobile Edge Computing. CoRR (2019)
Lingxiang Li, Marie Siew, Tony Q. S. Quek
Learning-Based Pricing for Privacy-Preserving Job Offloading in Mobile Edge Computing. ICASSP (2019)