Paper Citation Record · LEDGER

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation

As of 14 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2502.07751.

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

pith.paper-citation-record.v1
2502.07751 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:43:24.876448Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy20
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d4de298-88c3-4ee9-9d7d-0ca2baddff3b · outbound

This paper cites Spage: spatial gene enhancement using scrna-seq,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Spage: spatial gene enhancement using scrna-seq,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.763911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a08000ee-3602-4194-9b21-cf42a3658a49 · outbound

This paper cites Integrating spatial and single-cell transcrip- tomics data using deep generative models with spatialscope,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Integrating spatial and single-cell transcrip- tomics data using deep generative models with spatialscope,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.746256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8360862e-d7e2-4cb2-b85b-528946c5ce40 · outbound

This paper cites Novosparc: flexible spatial reconstruction of single-cell gene expression with optimal transport,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Novosparc: flexible spatial reconstruction of single-cell gene expression with optimal transport,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.728448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cb875635-9073-4d6d-b52d-3422c8b67930 · outbound

This paper cites stdiff: a diffusion model for imputing spatial transcrip- tomics through single-cell transcriptomics,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation stdiff: a diffusion model for imputing spatial transcrip- tomics through single-cell transcriptomics,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.491884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 800531aa-6813-4259-9709-5f4bb870681f · outbound

This paper cites Spadit: diffusion transformer for spatial gene expression prediction using scrna-seq,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Spadit: diffusion transformer for spatial gene expression prediction using scrna-seq,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.431821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bb9ece0d-ba23-42b3-a03f-1a8cf62e8578 · outbound

This paper cites Prior knowledge driven granger causality analysis on gene regulatory network discovery,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Prior knowledge driven granger causality analysis on gene regulatory network discovery,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.415976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8802156b-744e-4efd-b3ee-59ac88486a7a · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation High- resolution image synthesis with latent diffusion models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T11:43:24.511517Z

Source-reported events for the cited work

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Observation 631c9086-0423-4c9d-be8e-7ceaa8553a00 · outbound

This paper cites Diffusion-lm improves controllable text generation,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Diffusion-lm improves controllable text generation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.388956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d5bd79fc-582c-479e-ac42-acffc77e5f8f · outbound

This paper cites Scalable diffusion models with transformers,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Scalable diffusion models with transformers,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:43:24.626771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb6e9af2-a716-4e50-8fb4-25f575e5fc64 · outbound

This paper cites Deep learning and alignment of spatially resolved single-cell transcriptomes with tangram,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Deep learning and alignment of spatially resolved single-cell transcriptomes with tangram,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.363023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc5d4141-9876-43a6-804d-8e3d43d00852 · outbound

This paper cites Deep generative modeling for single-cell transcriptomics,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Deep generative modeling for single-cell transcriptomics,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.348470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4ebcba9-0639-4a05-a3eb-5b1e0a453a77 · outbound

This paper cites Inferring spatial and signaling relationships between cells from single cell transcriptomic data,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Inferring spatial and signaling relationships between cells from single cell transcriptomic data,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.333462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 657e9836-4f4d-4a83-bc36-f1d58973aecc · outbound

This paper cites stplus: a reference-based method for the accurate enhancement of spatial transcriptomics,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation stplus: a reference-based method for the accurate enhancement of spatial transcriptomics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.316968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7e3cc1a-ddd2-4050-9faa-877d99074908 · outbound

This paper cites Causal Diffusion Transformers for Generative Modeling.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Causal Diffusion Transformers for Generative Modeling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T11:43:24.665171Z

Source-reported events for the cited work

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Observation ecff48fe-d1c0-4ff3-8846-3c35d97a303c · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Pytorch: An imperative style, high-performance deep learning library,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:43:24.670905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ea65fd-7197-460e-98c3-fa6e65b90c54 · outbound

This paper cites A spatially resolved brain region-and cell type-specific isoform atlas of the postnatal mouse brain,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation A spatially resolved brain region-and cell type-specific isoform atlas of the postnatal mouse brain,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.238588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 366ee7c4-4fc2-414c-b7d6-90885b446270 · outbound

This paper cites Molecular, spatial, and func- tional single-cell profiling of the hypothalamic preoptic region,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Molecular, spatial, and func- tional single-cell profiling of the hypothalamic preoptic region,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.140491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ffdd98a1-ea9e-415d-abde-9a4a51b1d514 · outbound

This paper cites Single-cell transcriptomics of 20 mouse organs creates a tabula muris: The tabula muris consortium,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Single-cell transcriptomics of 20 mouse organs creates a tabula muris: The tabula muris consortium,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.079383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01d33880-16dc-477d-a7c0-963e8e6c3edf · outbound

This paper cites Three-dimensional intact-tissue sequencing of single-cell transcriptional states,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Three-dimensional intact-tissue sequencing of single-cell transcriptional states,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.064458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68020bbf-eea0-452d-92b2-fbeb9c7933d4 · outbound

This paper cites Large-scale integration of single- cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Large-scale integration of single- cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.047948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c00e39c5-8f11-4ecf-85db-b603c323ea5a · outbound

This paper cites A single-cell and spatially resolved atlas of human breast cancers,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation A single-cell and spatially resolved atlas of human breast cancers,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.029914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 05e04d5c-d69d-43db-a69f-83d9e615da0b · outbound

This paper cites A coordinated progression of progenitor cell states initiates urinary tract development,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation A coordinated progression of progenitor cell states initiates urinary tract development,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:25.014286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 75368eea-cf35-42c6-bef5-a658823485d8 · outbound

This paper cites Single-cell rna landscape of intratumoral heterogeneity and immunosuppressive microenvironment in advanced osteosarcoma,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Single-cell rna landscape of intratumoral heterogeneity and immunosuppressive microenvironment in advanced osteosarcoma,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:24.998562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d017a47-f6a3-4778-a795-a0df1a8adc72 · outbound

This paper cites Sequencing of individual bar- coded cdnas using pacific biosciences and oxford nanopore technologies reveals platform-specific error patterns,.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Sequencing of individual bar- coded cdnas using pacific biosciences and oxford nanopore technologies reveals platform-specific error patterns,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:43:24.982324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ddc49c18-f85e-4113-8333-5b092ec27a46 · outbound

This paper cites an unresolved cited work.

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:43:24.964832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.