Paper Citation Record · LEDGER

TextOmics-Guided Diffusion for Hit-like Molecular Generation

As of 13 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2507.09982.

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

pith.paper-citation-record.v1
2507.09982 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:46:52.784466Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

41 of 41 outbound references displayed

verified exact1
verified fuzzy35
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 197de8b8-e7bf-4c57-acb5-01a85663b28d · outbound

This paper cites Molecular targeted therapy for anticancer treatment.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Molecular targeted therapy for anticancer treatment

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:59.944499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e4a80735-36b1-4dc3-9f58-8fd28ebb4f0f · outbound

This paper cites Revolutionizing cancer care strategies: immunotherapy, gene therapy, and molecular targeted therapy.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Revolutionizing cancer care strategies: immunotherapy, gene therapy, and molecular targeted therapy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:59.738562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7f54ddc1-73f6-4c8c-a967-95cc5deb27b6 · outbound

This paper cites What is cancer chemotherapy? Acta Oncologica, 40(2-3):166–174, 2001.

TextOmics-Guided Diffusion for Hit-like Molecular Generation What is cancer chemotherapy? Acta Oncologica, 40(2-3):166–174, 2001

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:59.533781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b03fe1a8-8633-4347-a686-35c2ccc8d130 · outbound

This paper cites From data to cure: A comprehensive exploration of multi-omics data analysis for targeted therapies.

TextOmics-Guided Diffusion for Hit-like Molecular Generation From data to cure: A comprehensive exploration of multi-omics data analysis for targeted therapies

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:59.329612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 319635e4-0917-4a73-8a61-77460d328513 · outbound

This paper cites Updated insights on clinical diagnosis and targeted therapy of acute myeloid leukaemia (AML): A molecular approach.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Updated insights on clinical diagnosis and targeted therapy of acute myeloid leukaemia (AML): A molecular approach

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:59.085405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bf3ad8c4-8dd7-4fd6-a632-e3b1a5e30af8 · outbound

This paper cites Rational molecular editing: a new paradigm in drug discovery.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Rational molecular editing: a new paradigm in drug discovery

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.923203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df2cef7d-1286-4651-a39f-66de4843d3a0 · outbound

This paper cites Hit me with your best shot: Integrated hit discovery for the next generation of drug targets.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Hit me with your best shot: Integrated hit discovery for the next generation of drug targets

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.757023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0044f498-f48c-4639-bcd4-beaa053a4615 · outbound

This paper cites Deep generative molecular design reshapes drug discovery.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Deep generative molecular design reshapes drug discovery

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.611859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 620b329f-fc52-479e-8d89-a842d9285573 · outbound

This paper cites GexMolGen: cross-modal generation of hit-like molecules via large language model encoding of gene expression signatures.

TextOmics-Guided Diffusion for Hit-like Molecular Generation GexMolGen: cross-modal generation of hit-like molecules via large language model encoding of gene expression signatures

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.471195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e265f632-d541-4bb8-a42a-95572a84e5da · outbound

This paper cites GxV AEs: Two joint V AEs generate hit molecules from gene expression profiles.

TextOmics-Guided Diffusion for Hit-like Molecular Generation GxV AEs: Two joint V AEs generate hit molecules from gene expression profiles

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.340215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7e2b50c3-bf9e-48df-a862-66a9dc8efe58 · outbound

This paper cites Transcriptionally conditional recurrent neural network for de novo drug design.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Transcriptionally conditional recurrent neural network for de novo drug design

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.151683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bcf287c6-468b-4ca4-b02b-776b9db1f7d8 · outbound

This paper cites Machine learning-aided generative molecular design.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Machine learning-aided generative molecular design

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:58.014947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 07b7fcaf-2a47-4781-b735-7f1c68e1da14 · outbound

This paper cites De Novo Generation of Hit-like Molecules from Gene Expression Profiles via Deep Learning.

TextOmics-Guided Diffusion for Hit-like Molecular Generation De Novo Generation of Hit-like Molecules from Gene Expression Profiles via Deep Learning

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:46:52.949950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a94b2e3d-6cd8-41c4-8622-0eff01bc3e6f · outbound

This paper cites Text-guided molecule generation with diffusion language model.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Text-guided molecule generation with diffusion language model

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.870031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2b5ec7ed-f0c5-4dc2-8ea7-b183386d6d6f · outbound

This paper cites Network-based multi-omics integrative analysis methods in drug discovery: a systematic review.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Network-based multi-omics integrative analysis methods in drug discovery: a systematic review

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.738609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 950cffcc-17c2-4101-8fca-d519443ac38e · outbound

This paper cites Advances in integrated multi-omics analysis for drug-target identification.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Advances in integrated multi-omics analysis for drug-target identification

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.595907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b798da96-7c98-4075-b1b2-4904408fbe39 · outbound

This paper cites Spatial integration of multi-omics single-cell data with simo.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Spatial integration of multi-omics single-cell data with simo

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.464893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e4b0d608-d53d-4cc4-a9c8-30c5ca702039 · outbound

This paper cites De novo generation of hit-like molecules from gene expression signatures using artificial intelligence.

TextOmics-Guided Diffusion for Hit-like Molecular Generation De novo generation of hit-like molecules from gene expression signatures using artificial intelligence

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.336538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b56dc66-4e85-45a1-aa0d-7ac7e808cc8c · outbound

This paper cites Generative adversarial nets.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Generative adversarial nets

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.186062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 38f3e069-f043-425e-8ee6-6c25b03b3ee9 · outbound

This paper cites SMILES, a chemical language and information system.

TextOmics-Guided Diffusion for Hit-like Molecular Generation SMILES, a chemical language and information system

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:51.317221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7177c47-e45c-45de-9da3-a30fa5b85715 · outbound

This paper cites TRIOMPHE: Transcriptome-based inference and generation of molecules with desired phenotypes by machine learning.

TextOmics-Guided Diffusion for Hit-like Molecular Generation TRIOMPHE: Transcriptome-based inference and generation of molecules with desired phenotypes by machine learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:57.053692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8eb3a516-9bc9-41e6-aeb5-80dba191b637 · outbound

This paper cites Kingma and Max Welling.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Kingma and Max Welling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:51.490292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e53bcca-1363-48e3-aab7-b153a8d1d892 · outbound

This paper cites Recurrent Neural Network Regularization.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Recurrent Neural Network Regularization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:51.537347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0334e58b-f477-4aba-833c-e39f545995da · outbound

This paper cites Functional annotation of proteins for signaling network inference in non-model species.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Functional annotation of proteins for signaling network inference in non-model species

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:56.899219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 51d575fd-084a-40ec-a63c-02f277501bda · outbound

This paper cites Interpretable prediction of drug-drug interactions via text embedding in biomedical literature.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Interpretable prediction of drug-drug interactions via text embedding in biomedical literature

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:56.646396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7413cb9e-cef6-428f-9943-6cfb967be2b0 · outbound

This paper cites Text2mol: Cross-modal molecule retrieval with natural language queries.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Text2mol: Cross-modal molecule retrieval with natural language queries

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:56.391102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation efe4cf9f-4173-413c-bb2d-5fd4dae64b9a · outbound

This paper cites an unresolved cited work.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:46:56.191089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 071d52ec-728a-4313-abcb-c3a08b2fe58a · outbound

This paper cites Translation between molecules and natural language.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Translation between molecules and natural language

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:55.979055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 63018d42-7ef8-4453-bd58-e9797b3e95f6 · outbound

This paper cites Diffusion-LM improves controllable text generation.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Diffusion-LM improves controllable text generation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:55.730991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b28a590-010a-44d0-8cb1-9b77dbf26534 · outbound

This paper cites Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:55.420172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a9fc4a51-a1e7-48cd-9df8-dabfdd43bc9a · outbound

This paper cites SELFIES and the future of molecular string representations.

TextOmics-Guided Diffusion for Hit-like Molecular Generation SELFIES and the future of molecular string representations

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:55.161132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4249d8d0-f0f8-4065-b967-8c6e1f88258a · outbound

This paper cites Integration of multi-omics data accelerates molecular analysis of common wheat traits.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Integration of multi-omics data accelerates molecular analysis of common wheat traits

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:54.857739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 425cefa9-db03-42c2-949d-8684f4841583 · outbound

This paper cites Target-aware molecular graph generation.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Target-aware molecular graph generation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:54.557107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f5a282e2-9053-4acf-bec8-c9daa8ab7881 · outbound

This paper cites MolGene-E: Inverse molecular design to modulate single cell transcriptomics.

TextOmics-Guided Diffusion for Hit-like Molecular Generation MolGene-E: Inverse molecular design to modulate single cell transcriptomics

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:54.201280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f776d828-f4be-482a-acf3-7f41f67031a9 · outbound

This paper cites Learning deep representations by mutual information estimation and maximization.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Learning deep representations by mutual information estimation and maximization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:52.360475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a854be-90ff-4ebd-a26d-aa66b18ffb2e · outbound

This paper cites SciBERT: A pretrained language model for scientific text.

TextOmics-Guided Diffusion for Hit-like Molecular Generation SciBERT: A pretrained language model for scientific text

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.838594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba71c9a2-a059-4d94-a5b4-cc8358d9aae2 · outbound

This paper cites BioT5: Enriching cross-modal integration in biology with chemical knowledge and natural language associations.

TextOmics-Guided Diffusion for Hit-like Molecular Generation BioT5: Enriching cross-modal integration in biology with chemical knowledge and natural language associations

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.756395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a11b1400-2bff-43b2-8177-063ec216ba69 · outbound

This paper cites Kullback-leibler divergence.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Kullback-leibler divergence

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.595299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a2132cc-9efd-4229-a7bb-2e42137f84db · outbound

This paper cites Lincs Canvas Browser: interactive web app to query, browse and interrogate LINCS L1000 gene expression signatures.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Lincs Canvas Browser: interactive web app to query, browse and interrogate LINCS L1000 gene expression signatures

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.475011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ffd77696-1571-4aef-b80f-8a1a89eded83 · outbound

This paper cites Extraction and analysis of signatures from the gene expression omnibus by the crowd.

TextOmics-Guided Diffusion for Hit-like Molecular Generation Extraction and analysis of signatures from the gene expression omnibus by the crowd

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.305723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ce203750-d8bf-448e-9782-56da90af9d49 · outbound

This paper cites car- bamate ester.

TextOmics-Guided Diffusion for Hit-like Molecular Generation car- bamate ester

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:46:53.103301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.