Author

Baichuan Zhao

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Preprint Jul 2026

Positional Attention-based Graph Neural Network for Learning Permutation Non-equivariant Wireless Policies

This paper proposes a novel positional attention-based GNN to learn permutation nonequivariant policies efficiently, and employs the proposed GNN to learn the policies, where the embedding function is designed based on the channel covariance matrix.

Baichuan Zhao, Chen-Yang Yang, Jianyu Zhao et al. · 0 citations

Preprint Aug 2026

Lyapunov-Based Completion-Aware Scheduling for PDU Set-Based Real-Time XR Traffic

A Lyapunov-based completion-aware completion-aware MAC scheduler that jointly captures the set-level completion dependency, deadline urgency, and completion feasibility of each head-of-line PDU set is proposed.

Baichuan Zhao, Qi Sun, Nan Li et al. · 0 citations