Paper Citation Record · LEDGER

Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2409.14396.

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

pith.paper-citation-record.v1
2409.14396 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:29.196199Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:08:21.874920Z

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 4b8c8797-c967-4302-985e-39f25c8c08e0 · inbound

Improving LoRA with Variational Learning cites this paper.

Improving LoRA with Variational Learning Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:29.196199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbeeddc-b77e-4c61-8fbe-e82934ba23e3 · inbound

GAIN: Multiplicative Modulation for Domain Adaptation cites this paper.

GAIN: Multiplicative Modulation for Domain Adaptation Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:55:50.677943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31e2af1f-eed8-40a5-9caf-e401744ecd1c · inbound

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training cites this paper.

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:19:23.594846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd19965f-c5c3-4d2c-a440-07a91b5ed391 · inbound

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training cites this paper.

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:28:59.919870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29bb3a27-d8f5-45e8-a5d9-eee2f46d3cce · inbound

5% > 100%: Flatness Preference is All You Need for Multimodal Parameter-Efficient Fine-Tuning cites this paper.

5% > 100%: Flatness Preference is All You Need for Multimodal Parameter-Efficient Fine-Tuning Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:17:37.219830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6c446e6-7090-4ad1-b3a6-572745da2e6b · inbound

The Hidden Power of Scaling Factor in LoRA Optimization cites this paper.

The Hidden Power of Scaling Factor in LoRA Optimization Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape

Reference 96

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.876401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.