Beyond the Autoregressive Horizon: A Comprehensive Survey of Diffusion Models, World Modelling, and State Space Models for Code

arXiv 2606.23690•38898e9562c635a9aa36c8a78011fa615250ca46facfb1f126f8afddd92cf48f
C-languageESAAGDPRLLM-agentsLOLASemChunk-Cautoregressive-modelsbinary-analysiscode-generationcode-intelligenceconversational-memorydiffusion-modelsevent-sourcinggoal-oriented-dialogues','GODR','Jupyter-notebooks','bug-dete c=graph-neural-networksmodel-based-diagnosisprivacy-engineeringprivacy-enhancing-technologiesreverse-engineeringruntime-verificationsemantic-chunkingstate-space-modelstransformerstype-inferenceworld-models

Paper metadata

arXiv ID
2606.23690
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Not specified by this published record
Category
Computer Science — Software Engineering (cs.SE)

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Source ID
arxiv_cs_se
Record identifier
38898e9562c635a9aa36c8a78011fa615250ca46facfb1f126f8afddd92cf48f
Enrichment time
2026-06-24T08:51:51Z
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Yes

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Beyond the Autoregressive Horizon: A Comprehensive Survey of Diffusion Models, World Modelling, and State Space Models for Code · Baitaphish