cs.NI · 2026-07-22 · No. 61
Networking and Internet Architecture, 2026-07-22.
1 new papers in cs.NI. Titles, authors,
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01 — The papers
1 entries-
01
NSMA: Neuro-Symbolic Manifold Alignment for Generalizable Adaptive Bitrate Streaming under Texture Shift
Zhiqiang He, Zhi Liu
cs.NI · cs.LG
For decades, ABR has kept two kinds of intelligence apart. Neural policies learn rich behaviors yet forget them the moment the environment changes; rules never learn, and never forget. Every prior attempt to combine them has kept this separation, letting rules supervise, constrain, or override the network from outside. We dissolve the boundary itself. But no union can be trusted before it can be tested, and ABR has never known how to measure...
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