Author

Tian-Yi Li

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Review Aug 2026

Multi-agent discovery of practical quantum LDPC codes

Quantum low-density parity-check (qLDPC) codes can encode multiple logical qubits using sparse parity checks, yet searching for useful finite-length instances remains a challenging design problem because code performance must be optimized while satisfying practical constraints. Motivated by recent advances in artificia...

Dongheng Qian, Tian-Yi Li · 3 citations · ⚡1

Conference Open access Sep 2026

Transformer-based Convolutional Codes Decoder

This work proposes a Transformer-based decoder for convolutional codes designed for soft-decision decoding over AWGN and fading channels, which serves as an efficient decoding scheme for convolutional codes with various code rates and proposes a Bidirectional Context Aggregation mechanism to enable the model to fully c...

Guang-Ya Hu, Tian-Yi Li, Chao-Ping Xing · Proceedings of the Thirty-Fi... · 0 citations