Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T04:49:35.160556Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.02560.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T04:49:35.160556Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
36 of 36 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d4419a69-9171-447d-a9e3-1380b4d4c743 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Efficiently modeling long sequences with structured state spaces,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da68aa5c-a606-4b10-805e-e7474a296da9 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Simplified state space layers for sequence modeling,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 375c5aff-ce9f-497d-a36f-6fd75c783d38 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41c6ff8c-3c38-436e-ad20-c2dc3813a252 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Transformers are SSMs: Generalized models and efficient algorithms through structured state space duality,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4bb21cf-353c-48d4-a75e-8ae8f608224d · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection RWKV: Reinventing RNNs for the transformer era,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b5f9c9d-c747-40a8-82f2-ae125570571e · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Retentive Network: A Successor to Transformer for Large Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f099a98f-9720-4c72-9a9c-5b89fee7e066 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection State Soup: In-Context Skill Learning, Retrieval and Mixing
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4628dd97-9464-4ced-8b65-83c8113c16dc · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection PICASO: Permutation-invariant context composition with state space models,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 716497f8-62c7-47a2-94bc-c5f97afa21da · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Memory caching: RNNs with growing memory,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c02fa621-a397-4cb2-bb14-2ba50ab45579 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Mistral 7B
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5e5a654-eac9-48b3-a4dc-ff90b2b99c48 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection LoRA: Low-rank adaptation of large language models,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fd1e84c-1c15-4707-894e-d1c57e211d38 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Retrieval-augmented generation for knowledge-intensive NLP tasks,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83801dca-64ab-4bd8-851b-d16f743621e3 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Leveraging passage retrieval with generative models for open domain question answering,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49ca375f-f54e-443d-84ee-ef9307593301 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Improving language models by retrieving from trillions of tokens,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c503950e-246d-46a7-a6c3-f827467984e8 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Atlas: Few-shot learning with retrieval augmented language models,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddfc142a-df6b-403a-bb3c-f59ea944685a · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection REPLUG: Retrieval-augmented black-box language models,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7b168ad-b5a1-4689-a108-e2ad09a4621f · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection xRAG: Extreme context compression for retrieval-augmented generation with one token,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b41969c5-e2c6-4c2e-a43b-417e347370cc · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection LLMLingua: Compressing prompts for accelerated inference of large language models,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215ce158-c725-4128-903a-0952ad70b689 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Adapting language models to compress contexts,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be966cdb-d79c-4386-b5df-1183136b9bef · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Learning to compress prompts with gist tokens,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb95ef89-6fdd-401a-ad7c-1ed76a9b6f36 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection The power of scale for parameter-efficient prompt tuning,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47a38a06-230d-4780-bd47-2a9f907d83e8 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Prefix-tuning: Optimizing continuous prompts for generation,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f066df12-a0b5-41c0-aeca-e9d6c4b7a146 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Steering Language Models With Activation Engineering
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09735830-d86c-45b4-9cce-00e4b6138ebe · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection In-context vectors: Making in-context learning more effective and controllable through latent space steering,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf5cbe91-813b-4df5-af0b-819fc881daa5 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Human-inspired episodic memory for infinite context LLMs,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bbc6736-e2e5-4dc6-b6b7-8acfb6427d34 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Episodic and semantic memory,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06d9cbb4-3857-4493-8c02-7d5b4bf6aab7 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Efficient memory management for large language model serving with PagedAttention,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f8a7ed9-f574-47af-a9e4-ba88131b98fc · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection FlashAttention: Fast and memory-efficient exact attention with IO-awareness,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3025a97b-29a8-4a74-b4ec-a3cca4b428ff · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Textbooks Are All You Need II: phi-1.5 technical report
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 524ea660-e1ca-4402-9622-900aff83f8bd · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection MobileLLM: Optimizing sub-billion parameter language models for on-device use cases,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 353aee81-703f-412e-9e60-520273d454c6 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection SlimPajama: A 627B token cleaned and deduplicated version of RedPajama,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2baeae5-bd9c-4344-ac1e-77de4cb36968 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bf612ab-789a-4be1-9737-236d23a17bcb · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection SQuAD: 100,000+ questions for machine comprehension of text,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb3bf570-b231-4807-b8e4-26e3f59b54c9 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection HotpotQA: A dataset for diverse, explainable multi-hop question answering,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f621575-d4ba-430c-898c-c4f555125859 · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection Natural Questions: A benchmark for question answering research,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc248a80-cd13-434c-a0ad-894daaecb4ee · outbound
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O(1) SSM State Injection System and Method for Efficient Execution of Large Generative Artificial Intelligence Models on Edge Devices Using State-Space Models,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.