Che-Yu Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Optical Networks

Fault Management

Dynamic Reconfiguration

Top Venues

Publications

Xianwei Cheng, Che-Yu Liu, Roberto Proietti, S. J. Ben Yoo
HPC Systems with Reconfigurable Optical Networks: Performance and Energy Consumption Exploration. IPDPS (Workshops) (2024)
Che-Yu Liu, David T. Neilson, Roland Ryf, S. J. Ben Yoo, Jesse E. Simsarian
Modular Optical Nodes with Anylane Add-Drop for Spatial Division Multiplexed Networks. OFC (2023)
Sandeep Kumar Singh, Che-Yu Liu, Roberto Proietti, S. J. Ben Yoo
MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters. OFC (2023)
Xiaoliang Chen, Che-Yu Liu, Roberto Proietti, Zhaohui Li, S. J. Ben Yoo
Automating Optical Network Fault Management with Machine Learning. IEEE Commun. Mag. 60 (12) (2022)
Sandeep Kumar Singh, Roberto Proietti, Che-Yu Liu, S. J. Ben Yoo
Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture. OFC (2022)
Sandeep Kumar Singh, Che-Yu Liu, S. J. Ben Yoo, Roberto Proietti
Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited). ONDM (2022)
Xiaoliang Chen, Che-Yu Liu, Roberto Proietti, Shaoyi Chen, Zhaohui Li, S. J. Ben Yoo
When Task Scheduling Meets Flexible-bandwidth Optical Interconnects: A Cross-layer Resource Orchestration Design. OFC (2022)
Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, S. J. Ben Yoo
Performance studies of evolutionary transfer learning for end-to-end QoT estimation in multi-domain optical networks [Invited]. JOCN 13 (4) (2021)
Xiaoliang Chen, Roberto Proietti, Marjan Fariborz, Che-Yu Liu, S. J. Ben Yoo
Machine-learning-aided cognitive reconfiguration for flexible-bandwidth HPC and data center networks [Invited]. JOCN 13 (6) (2021)
Fatemehsadat Tabatabaeimehr, Marc Ruiz, Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, S. J. Ben Yoo, Luis Velasco
Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Che-Yu Liu, Xiaoliang Chen, Zhaohui Li, Roberto Proietti, S. J. Ben Yoo
SL-Hyper-FleX: a cognitive and flexible-bandwidth optical datacom network by self-supervised learning [Invited]. JOCN 14 (2) (2021)
Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, Zhaohui Li, S. J. Ben Yoo
Reconfigurable Optical Datacom Networks by Self-supervised Learning. OptSys@SIGCOMM (2021)
Roberto Proietti, Che-Yu Liu, Xiaoliang Chen, S. J. Ben Yoo
Machine-Learning-Aided Bandwidth and Topology Reconfiguration for Optical Data Center Networks. OFC (2021)
Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, S. J. Ben Yoo
A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks. IEEE J. Sel. Areas Commun. 39 (9) (2021)
Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, S. J. Ben Yoo
Evol-TL: Evolutionary Transfer Learning for QoT Estimation in Multi-Domain Networks. OFC (2020)
Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, Zuqing Zhu, S. J. Ben Yoo
Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks. OFC (2020)
Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, S. J. Ben Yoo
Towards Self-Driving Optical Networking with Reinforcement Learning and Knowledge Transferring. ONDM (2020)
Che-Yu Liu, Lihong Li
On the Prior Sensitivity of Thompson Sampling. ALT (2016)
Che-Yu Liu, Lihong Li
On the Prior Sensitivity of Thompson Sampling. CoRR (2015)
Che-Yu Liu, Sébastien Bubeck
Most Correlated Arms Identification. COLT (2014)
Sébastien Bubeck, Che-Yu Liu
Prior-free and prior-dependent regret bounds for Thompson Sampling. CISS (2014)
Che-Yu Liu, Sébastien Bubeck
Most Correlated Arms Identification. CoRR (2014)
Sébastien Bubeck, Che-Yu Liu
A note on the Bayesian regret of Thompson Sampling with an arbitrary prior CoRR (2013)
Sébastien Bubeck, Che-Yu Liu
Prior-free and prior-dependent regret bounds for Thompson Sampling. NIPS (2013)
Che-Yu Liu, Isaac Woungang, Han-Chieh Chao, Sanjay K. Dhurandher, Ting-Yun Chi, Mohammad S. Obaidat
Message Security in Multi-Path Ad Hoc Networks Using a Neural Network-Based Cipher. GLOBECOM (2011)
Po-Yuan Chen, Che-Yu Liu, TingTing Hwang
Transition-aware decoupling-capacitor allocation in power noise reduction. ICCAD (2008)