Hengquan Guo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Resource Management

Online Convex Optimization

Hard Constraints

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Hengquan Guo, Xin Liu
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework. COLT (2024)
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
POBO: Safe and Optimal Resource Management for Cloud Microservices. SIGMETRICS Perform. Evaluation Rev. 51 (4) (2024)
Yongxin Xu, Shangshang Wang, Hengquan Guo, Xin Liu, Ziyu Shao
Learning to Schedule Online Tasks with Bandit Feedback. AAMAS (2024)
Yongxin Xu, Shangshang Wang, Hengquan Guo, Xin Liu, Ziyu Shao
Learning to Schedule Online Tasks with Bandit Feedback. CoRR (2024)
Hengquan Guo, Zhu Qi, Xin Liu
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. L4DC (2023)
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
POBO: Safe and optimal resource management for cloud microservices. Perform. Evaluation 162 (2023)
Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. NeurIPS (2022)
Hengquan Guo, Qi Zhu, Xin Liu
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. CoRR (2022)