Paper Citation Record · LEDGER

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2502.02723.

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

pith.paper-citation-record.v1
2502.02723 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:52:34.945281Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 92630c1d-d3a7-4d52-b8e5-590a396fc622 · inbound

MLorc: Momentum Low-rank Compression for Memory Efficient Large Language Model Adaptation cites this paper.

MLorc: Momentum Low-rank Compression for Memory Efficient Large Language Model Adaptation Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T10:52:15.105013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80863ccb-f140-4e60-be2e-760954c897e0 · inbound

Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision cites this paper.

Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T22:52:34.945281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7c3906-05eb-4b15-bd72-62c0f4f5af37 · inbound

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint cites this paper.

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:08.984558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9c3d5e-6a79-4555-aca3-7d9f1d6ac06d · inbound

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium cites this paper.

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:52:21.828106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc3fe965-3261-4108-8a38-d6be2b72e2df · inbound

Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression cites this paper.

Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:41:33.281262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 780a5aed-363f-4d75-b1f9-680ffc603211 · inbound

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models cites this paper.

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:03:17.841732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 790cbab5-caf8-42f9-8ded-dd198d1df81e · inbound

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation cites this paper.

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:02:34.643744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15e703f2-3558-44de-9f52-1ba3b8efc1fa · inbound

LASER: Loss-Aware Singular-value Decomposition and Rank Allocation for Efficient Low-Precision Vision-Language Models cites this paper.

LASER: Loss-Aware Singular-value Decomposition and Rank Allocation for Efficient Low-Precision Vision-Language Models Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.654011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cb8d725-9f22-4289-8845-758fa7265c5e · inbound

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression cites this paper.

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:46:26.847497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 469c2b70-0a88-446a-a3a9-ffb4dfce1e3d · inbound

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices cites this paper.

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:20.856484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91e5a9e7-e2ac-4db5-9dec-69fe05602ad9 · inbound

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression cites this paper.

LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T05:11:18.690792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.