Shuqi Chai

11 papers B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization.
CoRR
Liusha Yang, Siqi Zhao, Shuqi Chai
2025 B conf
An MARL-Based Handover Parameter Optimization Scheme for Load Balancing in 5G Networks.
GLOBECOM
Yang Shen, Shuqi Chai, Bing Li, Xiaodong Luo, Qingjiang Shi, Rongqing Zhang
2025 J jnl
DK-Root: A Joint Data-and-Knowledge-Driven Framework for Root Cause Analysis of QoE Degradations in Mobile Networks.
CoRR
Qizhe Li, Haolong Chen, Jiansheng Li, Shuqi Chai, Xuan Li, Yuzhou Hou, Xinhua Shao, Fangfang Li, Kaifeng Han, Guangxu Zhu
2025 J jnl
Decentralized Handover Parameter Optimization with MARL for Load Balancing in 5G Networks.
CoRR
Yang Shen, Shuqi Chai, Bing Li, Xiaodong Luo, Qingjiang Shi, Rongqing Zhang
2025 — conf
Multi-Cell User Association and Resource Allocation in MU-MIMO Systems via Multi-Agent Reinforcement Learning Framework.
ICC
Jiansheng Li, Shuqi Chai, Yi Chen, Junting Chen, Qingjiang Shi
2024 — conf
Optimizing Wireless Coverage and Capacity with PPO-Based Adaptive Antenna Configuration.
ICC
Yingshuo Gu, Shuqi Chai, Bowen Sun, Yi Chen, Qingjiang Shi
2022 J jnl
Mixed-Timescale Request-Driven User Association, Trajectory and Radio Resource Control for Cache-Enabled Multi-UAV Networks.
IEEE Trans. Signal Process.
Shuqi Chai, Vincent K. N. Lau
2021 J jnl
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach.
IEEE J. Sel. Areas Commun.
Shuqi Chai, Vincent K. N. Lau
2021 — conf
Online Trajectory and Radio Resource Optimization for Cache-enabled Multi-UAV Networks.
ICC
Shuqi Chai, Vincent K. N. Lau
2020 J jnl
Online Trajectory and Radio Resource Optimization of Cache-Enabled UAV Wireless Networks With Content and Energy Recharging.
IEEE Trans. Signal Process.
Shuqi Chai, Vincent K. N. Lau
2019 J jnl
Joint Rate and Power Optimization for Multimedia Streaming in Wireless Fading Channels via Parametric Policy Gradient.
IEEE Trans. Signal Process.
Shuqi Chai, Vincent K. N. Lau