Xuanshu Chen

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Speech & Audio (1)

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Bajian Xiang (1)Tingwei Guo (1)Yang Han (1)

Papers (1)

Apr 8, 2026

Bajian Xiang +3Apr 8, 2026

Do We Need Distinct Representations for Every Speech Token? Unveiling and Exploiting Redundancy in Large Speech Language Models

LSLMs can be significantly compressed without sacrificing accuracy by aggressively merging redundant tokens in deeper layers, challenging the need for fully distinct token representations.

Bajian Xiang, Tingwei Guo, Xuanshu Chen +1

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Speech & Audio

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Xuanshu Chen

Research focus

Frequent co-authors

Papers (1)