Shuqi Chai

According to our database, Shuqi Chai authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Trust, Geometry, and Rules: A Credibility-Aware Reinforcement Learning Framework for Safe USV Navigation under Uncertainty.

Yuhang Zhang, Shuqi Chai, Yukang Zhang, Liusha Yang, Mingchuan Zhang, Wei Wang, Qingjiang Shi, Quanbo Ge

CoRR, May, 2026

Cascaded TD3-PID Hybrid Controller for Quadrotor Trajectory Tracking in Wind Disturbance Environments.

Yukang Zhang, Shuqi Chai, Yuhang Zhang, Danlan Huang, Quanbo Ge

CoRR, April, 2026

Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization.

Liusha Yang, Siqi Zhao, Shuqi Chai

CoRR, January, 2026

2025

DK-Root: A Joint Data-and-Knowledge-Driven Framework for Root Cause Analysis of QoE Degradations in Mobile Networks.

Qizhe Li, Haolong Chen, Jiansheng Li, Shuqi Chai, Xuan Li, Yuzhou Hou, Xinhua Shao, Fangfang Li, Kaifeng Han, Guangxu Zhu

CoRR, November, 2025

Decentralized Handover Parameter Optimization with MARL for Load Balancing in 5G Networks.

Yang Shen, Shuqi Chai, Bing Li, Xiaodong Luo, Qingjiang Shi, Rongqing Zhang

CoRR, April, 2025

Multi-Cell User Association and Resource Allocation in MU-MIMO Systems via Multi-Agent Reinforcement Learning Framework.

Jiansheng Li, Shuqi Chai, Yi Chen, Junting Chen, Qingjiang Shi

Proceedings of the IEEE International Conference on Communications, 2025

An MARL-Based Handover Parameter Optimization Scheme for Load Balancing in 5G Networks.

Yang Shen, Shuqi Chai, Bing Li, Xiaodong Luo, Qingjiang Shi, Rongqing Zhang

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Optimizing Wireless Coverage and Capacity with PPO-Based Adaptive Antenna Configuration.

Yingshuo Gu, Shuqi Chai, Bowen Sun, Yi Chen, Qingjiang Shi

Proceedings of the IEEE International Conference on Communications, 2024

2022

Mixed-Timescale Request-Driven User Association, Trajectory and Radio Resource Control for Cache-Enabled Multi-UAV Networks.

Shuqi Chai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2022

2021

Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach.

Shuqi Chai, Vincent K. N. Lau

IEEE J. Sel. Areas Commun., 2021

Online Trajectory and Radio Resource Optimization for Cache-enabled Multi-UAV Networks.

Shuqi Chai, Vincent K. N. Lau

Proceedings of the ICC 2021, 2021

2020

Online Trajectory and Radio Resource Optimization of Cache-Enabled UAV Wireless Networks With Content and Energy Recharging.

Shuqi Chai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2020

2019

Joint Rate and Power Optimization for Multimedia Streaming in Wireless Fading Channels via Parametric Policy Gradient.

Shuqi Chai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2019