Paper Citation Record · LEDGER

The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2210.06313.

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

pith.paper-citation-record.v1
2210.06313 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:58:46.775135Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:27:31.290744Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 97bee149-67c9-437e-a4ed-43bc82c1baff · inbound

Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs cites this paper.

Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-24T06:34:01.137921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f73b69a-b2e1-49d4-bc5a-c7312741f42e · inbound

Mixture of Hidden-Dimensions Transformer cites this paper.

Mixture of Hidden-Dimensions Transformer The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T20:38:23.744646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915e3ea1-e149-4e1a-b46c-622dfb12659e · inbound

ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing cites this paper.

ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:03:42.800530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4f57c0-1c42-4a96-8795-75d9ee719c5d · inbound

LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning cites this paper.

LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:11.108797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88a3007-a501-41bf-878a-7ad8415b4cc7 · inbound

R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference cites this paper.

R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:58:46.775135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1438d45b-527d-4d12-a0da-6bad59422f07 · inbound

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity cites this paper.

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:12.468222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24b53d3-2be6-4049-9464-06003532ee3f · inbound

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas cites this paper.

Chipmunk: Training-Free Acceleration of Diffusion Transformers with Dynamic Column-Sparse Deltas The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:55.401359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1a5db6-4e9c-4e59-96f2-a8c92a668b79 · inbound

Grokking and Generalization Collapse: Insights from \texttt{HTSR} theory cites this paper.

Grokking and Generalization Collapse: Insights from \texttt{HTSR} theory The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:48:16.101219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6388bbb7-dceb-4a14-9ec8-611602308aa8 · inbound

Amber Pruner: Leveraging N:M Activation Sparsity for Efficient Prefill in Large Language Models cites this paper.

Amber Pruner: Leveraging N:M Activation Sparsity for Efficient Prefill in Large Language Models The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T05:11:11.595425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e31e9b2d-2c6b-4703-ab7b-274c0b4f0c06 · inbound

Crisp Attention: Regularizing Transformers via Structured Sparsity cites this paper.

Crisp Attention: Regularizing Transformers via Structured Sparsity The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T23:03:07.440296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb54b6e-a17f-4169-898f-6cae69b3dcae · inbound

Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity cites this paper.

Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.949994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0936c42e-cb5c-403d-b525-cc74cd0df84e · inbound

Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity cites this paper.

Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:54:51.146000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 047b9255-d160-4b86-8fbe-ba0c1ec7180a · inbound

Bug or Feature$^2$: Weight Drift, Activation Sparsity and Spikes cites this paper.

Bug or Feature$^2$: Weight Drift, Activation Sparsity and Spikes The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T13:48:19.635502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b62806c-ff95-45ef-9438-db877f0205a1 · inbound

Bug or Feature$^2$: Weight Drift, Activation Sparsity and Spikes cites this paper.

Bug or Feature$^2$: Weight Drift, Activation Sparsity and Spikes The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T09:16:19.691350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc955751-b453-4718-8e47-8513aa42b2f2 · inbound

Does Bielik Know What It Doesn't Know? Activation Dispersion Separates Entity Familiarity from Factual Reliability Across Model Scale cites this paper.

Does Bielik Know What It Doesn't Know? Activation Dispersion Separates Entity Familiarity from Factual Reliability Across Model Scale The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T18:27:31.292588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14a78b9a-81b6-4c22-9a92-829b0a12ab87 · inbound

Graded Entity-Familiarity Readouts in Language Models: Polish Adaptation, Cross-Language Robustness, and Refusal Steering cites this paper.

Graded Entity-Familiarity Readouts in Language Models: Polish Adaptation, Cross-Language Robustness, and Refusal Steering The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T04:52:40.385460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.