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Maya Srinivasan

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Open access Jul 2026

Hierarchical Context Compression for Efficient Long-Sequence Diffusion Language Modeling

HCC directly realizes the hierarchical-compression direction identified as future work by recent segmented-decoding methods, and is validated with controlled and real-text information-retention studies and with direct latency and memory measurements.

Maya Srinivasan, Lucas Bernal · 0 citations