Paper Citation Record · LEDGER

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

As of 5 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 52 inbound Pith citation observations for arXiv:2601.07372.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2601.07372 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:11:08.621947Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 52 of 52 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:29:18.675199Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

3 of 3 outbound references displayed

verified exact0
verified fuzzy0
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 125c5cb4-67ab-4190-a979-649592cee87b · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 184

Resolution: unresolved; no resolver link, observed 2026-08-03T11:11:08.617260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09894e6-ad3a-42fe-bb7d-02359cad7714 · outbound

This paper cites Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models.

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T11:11:08.621947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6994ee-833b-4d18-9f6b-97262cfc7be0 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 2378

Resolution: unresolved; no resolver link, observed 2026-08-03T11:11:08.611735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c51c285c-7847-466a-9cf1-c225799c2643 · inbound

MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens cites this paper.

MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 841fb43f-4845-479a-bc84-4f8240cb83d5 · inbound

Decidable By Construction: Design-Time Verification for Trustworthy AI cites this paper.

Decidable By Construction: Design-Time Verification for Trustworthy AI Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 888b1d78-a7de-436a-b97f-055050f49dc8 · inbound

Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization cites this paper.

Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d2132d71-7dc6-45fd-a27e-6ecf369e8154 · inbound

NestPipe: Large-Scale Recommendation Training on 1,500+ Accelerators via Nested Pipelining cites this paper.

NestPipe: Large-Scale Recommendation Training on 1,500+ Accelerators via Nested Pipelining Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a3fa2210-7e3a-47ab-8119-549983171449 · inbound

MemCoT: Test-Time Scaling through Memory-Driven Chain-of-Thought cites this paper.

MemCoT: Test-Time Scaling through Memory-Driven Chain-of-Thought Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6ec8b0e4-6a05-4476-94e8-a11770a5267b · inbound

MemCoT: Test-Time Scaling through Memory-Driven Chain-of-Thought cites this paper.

MemCoT: Test-Time Scaling through Memory-Driven Chain-of-Thought Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-21T09:34:57.120651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 03041826-d9a0-4aeb-a400-49e3ed26be4c · inbound

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering cites this paper.

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b0fdaa8f-4671-4880-8064-66f5fce2fba5 · inbound

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts cites this paper.

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1f4da862-42a4-4883-92f6-6af5516f5b65 · inbound

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping cites this paper.

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6dae30c5-e164-4847-9b8b-be55add85dac · inbound

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling cites this paper.

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3c41a122-3f89-463d-aabc-8ac9b8954223 · inbound

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation cites this paper.

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d4d42306-7c63-4387-a689-c1a9fc8fd9eb · inbound

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation cites this paper.

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fcb822c7-b17f-42a3-8f24-4da4ce46e9a0 · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b393deaa-e210-4084-8de0-32d82da96554 · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2083d652-045c-4605-be15-e897bdc37057 · inbound

Contextual Memory-Enhanced Source Coding for Low-SNR Communications cites this paper.

Contextual Memory-Enhanced Source Coding for Low-SNR Communications Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ae1cbee-3701-4896-829c-ed0198f41c7e · inbound

When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds cites this paper.

When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de65d8de-1d45-4bb9-81a2-58f3c172c659 · inbound

Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model cites this paper.

Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation af5044db-ef97-4ee1-8bbc-96aef3d8e338 · inbound

Conditional Memory Enhanced Item Representation for Generative Recommendation cites this paper.

Conditional Memory Enhanced Item Representation for Generative Recommendation Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6cd32407-95cd-4c8a-9f53-31a3e7e6d02a · inbound

Geometric Factual Recall in Transformers cites this paper.

Geometric Factual Recall in Transformers Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2c72eb8e-58bb-41f2-ad77-18d1dc0d82ef · inbound

Does Engram Do Memory Retrieval in Autoregressive Image Generation? cites this paper.

Does Engram Do Memory Retrieval in Autoregressive Image Generation? Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21177e49-70a8-4d81-8ff8-1151a35a9036 · inbound

Phasor Memory Networks: Stable Backpropagation Through Time for Scalable Explicit Memory cites this paper.

Phasor Memory Networks: Stable Backpropagation Through Time for Scalable Explicit Memory Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:54:49.681471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c98b0a2-1612-4414-b8f0-afe96af46951 · inbound

NGM: A Plug-and-Play Training-Free Memory Module for LLMs cites this paper.

NGM: A Plug-and-Play Training-Free Memory Module for LLMs Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-19T20:52:46.340163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 83b3500a-2240-4e84-b677-bb47d355bc70 · inbound

Key-Gram: Extensible World Knowledge for Embodied Manipulation cites this paper.

Key-Gram: Extensible World Knowledge for Embodied Manipulation Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-20T09:13:10.140293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 45d5c64f-2e35-40a7-b62c-f83ab39773dc · inbound

Exact Linear Attention cites this paper.

Exact Linear Attention Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-20T20:59:01.531155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c96a97b-c26c-4196-9c3e-d806053ea265 · inbound

Exact Linear Attention cites this paper.

Exact Linear Attention Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-21T08:49:53.921505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 82041fa1-9b5a-4367-af61-8d56bfb9833b · inbound

Exact Linear Attention cites this paper.

Exact Linear Attention Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:15:47.712542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f32e03d-f49f-4ad2-8f90-2954aa206ce1 · inbound

Tiny-Engram: Trigger-Indexed Concept Tables for Generative Vision cites this paper.

Tiny-Engram: Trigger-Indexed Concept Tables for Generative Vision Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:49:50.277369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d1a88c86-9450-4e75-919e-b47de01712e5 · inbound

HRM-Text: Efficient Pretraining Beyond Scaling cites this paper.

HRM-Text: Efficient Pretraining Beyond Scaling Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:43:59.027438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3e19df51-edf5-43df-b59a-9c798c04422a · inbound

Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory cites this paper.

Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:49:40.804095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 86108285-99c7-4b9d-9248-cae1b1d44b70 · inbound

Mem-$\pi$: Adaptive Memory through Learning When and What to Generate cites this paper.

Mem-$\pi$: Adaptive Memory through Learning When and What to Generate Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-21T04:29:34.555281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation deb3445f-9de7-4394-93ae-27ce89656279 · inbound

Lngram: N-gram Conditional Memory in Latent Space cites this paper.

Lngram: N-gram Conditional Memory in Latent Space Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-30T12:34:38.927635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 47ebb449-7de9-42d6-a870-4060fcb17de5 · inbound

Simulating Human Memory with Language Models cites this paper.

Simulating Human Memory with Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:04:00.251833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 579762a0-a66f-4c2b-8ef8-baef08c275d2 · inbound

Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers cites this paper.

Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:13:48.703630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aa85cbbb-e1a6-4b6e-99f0-16f387e468af · inbound

LLMs Need Encoders for Semantic IDs Too cites this paper.

LLMs Need Encoders for Semantic IDs Too Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-06-28T20:42:37.363154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3c9bf9f1-7640-47fa-9630-cdac8d453449 · inbound

When Data Is Scarce: Scaling Sparse Language Models with Repeated Training cites this paper.

When Data Is Scarce: Scaling Sparse Language Models with Repeated Training Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-28T17:22:25.190601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e2396907-cb81-411d-b5a4-e7c0c8a7082d · inbound

Do Value Vectors in Deep Layers Need Context from the Residual Stream? cites this paper.

Do Value Vectors in Deep Layers Need Context from the Residual Stream? Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-07-01T23:16:23.379670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4df6c729-90dc-4efa-a9a6-ae3fe0c8d6f7 · inbound

Do Value Vectors in Deep Layers Need Context from the Residual Stream? cites this paper.

Do Value Vectors in Deep Layers Need Context from the Residual Stream? Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T12:41:19.450015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc36325-4dc3-4ddd-9b1c-0500be344904 · inbound

SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks cites this paper.

SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:06:43.800288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2bf646af-2d36-436f-83f4-cf625ebd6c36 · inbound

Augmenting Molecular Language Models with Local $n$-gram Memory cites this paper.

Augmenting Molecular Language Models with Local $n$-gram Memory Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-07-03T10:37:56.675156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f0ae932-35c6-4ba3-92fe-bf1dc7f13d83 · inbound

Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning cites this paper.

Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-06-27T07:10:41.966732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fc49c01c-3190-46ae-a730-9a008f6784c3 · inbound

User as Engram: Internalizing Per-User Memory as Local Parametric Edits cites this paper.

User as Engram: Internalizing Per-User Memory as Local Parametric Edits Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-04T01:09:19.491229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bb257ad8-23b1-4b94-9d0b-dc4028ffeb2b · inbound

SpotAttention: Plug-In Block-Sparse Routing for Pretrained Long-Context Transformers cites this paper.

SpotAttention: Plug-In Block-Sparse Routing for Pretrained Long-Context Transformers Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:19:47.321264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61fb8017-8b0f-438b-b281-505c2ee7b87b · inbound

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability cites this paper.

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T17:15:50.565438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 57b7f3bd-d63e-46e9-8f64-c6b2c8044616 · inbound

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training cites this paper.

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T10:45:46.618668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2e62be-9fc0-42b3-a789-cad75535c455 · inbound

TF-Engram: A Train-Free Engram with SSD-Backed Memory for Large Language Models cites this paper.

TF-Engram: A Train-Free Engram with SSD-Backed Memory for Large Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-09T12:36:13.989046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2762f43b-0ce2-429a-968f-49f24013220e · inbound

Co-LMLM: Continuous-Query Limited Memory Language Models cites this paper.

Co-LMLM: Continuous-Query Limited Memory Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T01:45:50.752920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 95d9189e-7255-4d8e-9a2f-4da35ced5462 · inbound

More Than Memory: Task-Conditioned Signed FFN Writes in Long-Context Retrieval cites this paper.

More Than Memory: Task-Conditioned Signed FFN Writes in Long-Context Retrieval Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T09:48:57.809316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33dd7702-4e23-4626-8262-b2c0afafed97 · inbound

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models cites this paper.

LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T06:33:13.744408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5176f9e4-3092-4c31-8827-9b2a1d3d1562 · inbound

Convolution for Large Language Models cites this paper.

Convolution for Large Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T15:33:19.088107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f4c2fd-fa14-4b82-bcab-d16b5853bad1 · inbound

Memory for Large Language Models cites this paper.

Memory for Large Language Models Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:37:54.108483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fba827b-e92a-412a-a116-be7990f3b112 · inbound

MemSFT: Mitigating Alignment Tax with an External Parametric Memory cites this paper.

MemSFT: Mitigating Alignment Tax with an External Parametric Memory Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:59:49.791419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a35314-e357-4eb4-ac6b-ca9a4e3e324e · inbound

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T16:29:18.675199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.