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Paper Citation Record · LEDGER

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization

As of 23 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2501.18973.

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

pith.paper-citation-record.v1
2501.18973 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:53:11.237304Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

51 of 51 outbound references displayed

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  • unresolved5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d2f6f60-c72f-48e9-8de4-cd1d33b66be0 · outbound

This paper cites & Others Combinatorial single-cell CRISPR screens by direct guide RNA capture and targeted sequencing.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Combinatorial single-cell CRISPR screens by direct guide RNA capture and targeted sequencing

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation a482c92f-e2c0-48bb-9a27-54ab146de9c5 · outbound

This paper cites & Others A multiplexed single-cell CRISPR screening platform enables systematic dissection of the unfolded protein response.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others A multiplexed single-cell CRISPR screening platform enables systematic dissection of the unfolded protein response

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 487be87a-c54b-45fe-8783-abc774b88915 · outbound

This paper cites & Regev, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Regev, A

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 18c28f65-27a0-410d-9b93-3adf290dfadf · outbound

This paper cites CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T21:53:11.076935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:53:11.076935Z digest=sha256:3f17d23f85cc0c78788e2631134cd6930cd8421e7c49766bdc938923550eb27c

Observation a6dece37-5351-490c-beaa-4cabfa8e48db · outbound

This paper cites CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T21:53:11.081951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:53:11.081951Z digest=sha256:171e8d48e8ec9db2b5a4dfa4ac878e5c0f83bd71b2d91e5ae324bdc98f0851a2

Observation 946166fe-f535-4805-a319-04e7a86cd0a1 · outbound

This paper cites & Psomopoulos, F.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Psomopoulos, F

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 976826d3-d62a-4a45-86b4-12adc221db89 · outbound

This paper cites & Morris, S.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Morris, S

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 6012cfe7-3348-407e-8a91-d0cf06a4ec7b · outbound

This paper cites & Karaletsos, T.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Karaletsos, T

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation e470f645-380a-494b-88b0-b9b204cf6f54 · outbound

This paper cites On the Sparse DAG Structure Learning Based on Adaptive Lasso.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization On the Sparse DAG Structure Learning Based on Adaptive Lasso

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f9d8fa34-08b1-46e6-8419-aaef8464384c · outbound

This paper cites & Regev, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Regev, A

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 19139837-7f0b-45ee-a811-4fb6b59e58aa · outbound

This paper cites & Yan, X.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Yan, X

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 66d6bd1d-b8bc-4d73-9c6e-a70be8367b11 · outbound

This paper cites & Scheines, R.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Scheines, R

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-09T21:53:11.105480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:53:11.105480Z digest=sha256:d400a0b6361d13af32987cb867a12e8565728eef5dd5d4c2a1760a4d4a7ff0f7

Observation e1056f52-2a98-448d-8ca3-b1165c6b8836 · outbound

This paper cites Optimal structure identification with greedy search.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization Optimal structure identification with greedy search

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.108766Z digest=sha256:523b78fe44340e3af4e61f396ec9d4c0b8270ebc542a169eb10d0f58f5c0552a

Observation d18dec08-01b3-4b1d-951a-aa531daff53f · outbound

This paper cites & Xing, E.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Xing, E

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.795814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.111629Z digest=sha256:46e8ee50d844c85e066b9d9a638b74d9a70c1fd41f55ce51bdde0ac3d4f2395f

Observation ace8078f-5cd8-45bd-8711-ef88693d427d · outbound

This paper cites & Weichwald, S.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Weichwald, S

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.114303Z digest=sha256:96e7977d3b939c3c2a44779ff72e2b75e1f5575edcb7e69d815b28cd2d7fe7e9

Observation 07bc75bb-f84a-4d57-ba50-9c7db07475f6 · outbound

This paper cites & Others SCENIC: single-cell regulatory network inference and clustering.Nature Methods.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others SCENIC: single-cell regulatory network inference and clustering.Nature Methods

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f6fc88de-2946-4847-a1e7-db25bcd12e21 · outbound

This paper cites & Bühlmann, P.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Bühlmann, P

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b41836d0-1707-437f-8ac0-057917467037 · outbound

This paper cites & Drouin, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Drouin, A

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 950ddf08-706a-4425-b99e-b0023743c8f1 · outbound

This paper cites & Regev, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Regev, A

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 32c0bcc7-27dd-4123-b6c4-311d6c9b1884 · outbound

This paper cites & Others Mapping information-rich genotype-phenotype landscapes with genome-scale Perturb-seq.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Mapping information-rich genotype-phenotype landscapes with genome-scale Perturb-seq

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9c1896a1-3af0-4753-83b6-e0472e72cd68 · outbound

This paper cites & Others The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0c644350-975b-4fdb-9e7f-963b7f98aef3 · outbound

This paper cites & Ruepp, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Ruepp, A

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.606753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9e035afb-c14c-4077-b49a-456262d739fc · outbound

This paper cites an unresolved cited work.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization Unresolved cited work

Reference 23

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 8978a7f0-b97f-49e0-84c1-4b3e50dd9338 · outbound

This paper cites & Others The BioGRID database: A comprehensive biomedical resource of curated protein, genetic, and chemical interactions.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others The BioGRID database: A comprehensive biomedical resource of curated protein, genetic, and chemical interactions

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation e43c2369-a43e-4918-8c8b-84d81a824e30 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization Categorical Reparameterization with Gumbel-Softmax

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T21:53:11.142601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:53:11.142601Z digest=sha256:011f86c0c7cd679869d63a64d93b5ec4e379327e62c88adc6363e7486aa837af

Observation d187ed1a-7b98-49a8-b207-09e745aac637 · outbound

This paper cites & Hartford, J.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Hartford, J

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.576001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 36992284-32f3-4dac-bea4-63fc07484d60 · outbound

This paper cites & Bengio, Y.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Bengio, Y

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.566141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation a207a50a-6aff-4bfa-9e79-334b73b3d0e2 · outbound

This paper cites & Herrera, F.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Herrera, F

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.556648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.154227Z digest=sha256:7cd55545b24007720c4ca2f9cdda4971c3a74b6af6715453532dc9e3f948f115

Observation 675bb06a-1084-4919-aad9-cae387cbc02d · outbound

This paper cites & Consortium, P.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Consortium, P

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.547756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.158121Z digest=sha256:e734c4dcf03c5d13fd6ddaa44681688062b2d8e5f24f45b46fc4a3fd945b8315

Observation eedaede2-f933-4baa-b2d4-2f5f22f768e8 · outbound

This paper cites & Zemel, R.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Zemel, R

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.538833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.161870Z digest=sha256:04fb6278151004c8ea6b3ce06b3d14f5a9735fb8f69b11fd2b40382d0dd4cac8

Observation 9a815f84-aad0-48ba-9b20-e8e0ba6b0881 · outbound

This paper cites & Tenenbaum, J.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Tenenbaum, J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.529424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.165604Z digest=sha256:9c54c3a4fda046c0a5524d0851eec7475ba825442df3a01034b558e7efb1ef0a

Observation 512d0972-aee2-40f6-8555-9ebcfa57b576 · outbound

This paper cites Learning to refine domain knowledge for biological network inference.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization Learning to refine domain knowledge for biological network inference

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-09T21:53:11.273940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.169441Z digest=sha256:1318e4098adb6954fd407407531c0b60d7efbaf90764fc9efc4665769a109057

Observation c8edd741-83de-4e67-a481-55537130e488 · outbound

This paper cites & Others WikiPathways 2024: next generation pathway database.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others WikiPathways 2024: next generation pathway database

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.519881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.173460Z digest=sha256:494d3422b49a077fa4f7a9a153296607214ee38c9866e1a27e46aa841cf4fe42

Observation 59833699-7ac9-430e-a08c-37cf1b406a17 · outbound

This paper cites (2024), https://thebiogrid.org/121697/summary/homo-sapiens/plekha4.html, Accessed: 2024-01-20.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization (2024), https://thebiogrid.org/121697/summary/homo-sapiens/plekha4.html, Accessed: 2024-01-20

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.509292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.177117Z digest=sha256:56851c65b08e255b38e26f8be5038182467713d9ae3e5157ebf3e1a19afe0bd7

Observation 8b70a7d6-d194-428a-8590-b22c5361348f · outbound

This paper cites & Baskin, J.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Baskin, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.499072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.180609Z digest=sha256:a63376d6b282d6a45b15439e2d6bc6c392cf687b75cb29af84eff947356d228a

Observation 9e3bce76-db9e-463a-8893-c88fb7c7f0f5 · outbound

This paper cites (2024), https://www.wikipathways.org/pathways/WP3888.html, Accessed: 2024-01-20.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization (2024), https://www.wikipathways.org/pathways/WP3888.html, Accessed: 2024-01-20

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.489283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.184571Z digest=sha256:951a05480dc1e256d87d5bb5839cbd4bf312c2a7b51c00eebe9d892cc5362f22

Observation 6b3431da-bad9-469c-9793-e0212be5e45e · outbound

This paper cites & Chang, W.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Chang, W

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.478934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.188690Z digest=sha256:13c6e56a2bfcf733c2256343da79421111689bed4390e60016a8705d5c48d835

Observation 79346758-92f7-478b-9e72-c6e0ed202f45 · outbound

This paper cites & Others Integrative oncogene-dependency mapping identifies RIT1 vulnerabilities and synergies in lung cancer.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Integrative oncogene-dependency mapping identifies RIT1 vulnerabilities and synergies in lung cancer

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.469371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.192530Z digest=sha256:527d36aa415085bc119823a25a948b966ebe8a266751875a22649009cfbdad88

Observation 5f0ff316-b6a1-488a-9029-76d25e4cbf98 · outbound

This paper cites & Others MYC multimers shield stalled replication forks from RNA polymerase.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others MYC multimers shield stalled replication forks from RNA polymerase

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.459734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.196326Z digest=sha256:a456d700c2a58aaf1e061aa15e1990ab66ffd79d10dfeb8985dc4687c1b064d0

Observation a744334f-eca1-4b75-be03-a5c930b95804 · outbound

This paper cites & Qing, G.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Qing, G

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.449696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.200365Z digest=sha256:4f53ef7c60da838537a56db39ed515db283dc4f77169973dc18cae8ef47b7c4a

Observation 09a920d0-7971-4e03-8a3b-abca2a6915d3 · outbound

This paper cites & Beli, P.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Beli, P

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.439726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.204358Z digest=sha256:9a6d431a6c612271b4ffc2adc90306e8ac96f84dbc0a08344cb3fef2c3886112

Observation 3563cc18-a025-42d4-aba9-8c75898d11a4 · outbound

This paper cites & Jensen, L.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Jensen, L

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.429871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.208198Z digest=sha256:6ff8446f6b296f541f8ae7514dcb27f3ace3dccc95f5d2cb086c16e0c9165aac

Observation fa4bd6dd-5d4b-4bdc-baab-25dd0b19320b · outbound

This paper cites & Others UniProt: the Universal Protein Knowledgebase in 2025.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others UniProt: the Universal Protein Knowledgebase in 2025

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.420348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.211890Z digest=sha256:ba11b5f742d1cdd545e272c1863228a77ca676f375968d62420b14aef414416f

Observation 8c43bdc7-4196-4f39-a061-25e7b01197b2 · outbound

This paper cites & Hockenbery, D.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Hockenbery, D

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.410290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.214912Z digest=sha256:3d6141a66f1d194974e27901ec226266d8ca0622ffe79a4eeafbe8b5657c3232

Observation 92e8112e-67ee-4edc-8223-8513dcb44d59 · outbound

This paper cites & Tognon, C.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Tognon, C

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.399835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.218376Z digest=sha256:2a6f3ef997db60c2b9a9db56850b21410c47b9de061a895886fd289e9d23f5c9

Observation 427a1aeb-a30c-412b-8bb3-f4a1beb72a5d · outbound

This paper cites & Others Somatic MED12 mutations are associated with poor prognosis markers in chronic lymphocytic leukemia.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Somatic MED12 mutations are associated with poor prognosis markers in chronic lymphocytic leukemia

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.386335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.221495Z digest=sha256:6d1b05b7564f6aba0edf5ef55e4948a07d87cad58036d0a72f72d6cb007667de

Observation b0ff878b-c71c-40d5-8687-d200a10c6a9a · outbound

This paper cites & Others Effective tumor cell abrogation via Venetoclax-mediated BCL-2 inhibition in KMT2A-rearranged acute B-lymphoblastic leukemia.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Effective tumor cell abrogation via Venetoclax-mediated BCL-2 inhibition in KMT2A-rearranged acute B-lymphoblastic leukemia

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.374698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.224641Z digest=sha256:13e60be21a637aeb0fbcc4c74dc16d44d5c18af11d33e445708b1710a4276bcd

Observation 4c7ce183-23c1-4bc0-a438-d65cc7f1e8d8 · outbound

This paper cites & Others Somatic TP53 mutations characterize preleukemic stem cells in acute myeloid leukemia.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Somatic TP53 mutations characterize preleukemic stem cells in acute myeloid leukemia

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.363596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.227975Z digest=sha256:1a61dd55acb2fbb9642b6b9c46ab8d090cd299672dc5e0629c1da9f0f90030cf

Observation cf90289e-f817-418a-982a-60daf1c0cd50 · outbound

This paper cites & Diercks, A.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Diercks, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.352378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.231154Z digest=sha256:7374421eba416537b69100bf8eec3c8c09b298b6b15ecc24e980685225993c2f

Observation aecde6b6-9b45-4aff-864e-6d514c45420b · outbound

This paper cites & Others Optimal transport: old and new.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization & Others Optimal transport: old and new

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.340358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.234105Z digest=sha256:cbd47e022650237dc408cc1f96eda2d0b0d4b2ffafc7f682c0d9ba673f6b5e08

Observation 93486130-edda-4fac-9607-9c20cd5c89c8 · outbound

This paper cites What would the model predict if a different action had been taken?.

GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization What would the model predict if a different action had been taken?

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T21:53:11.329516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T21:53:11.237304Z digest=sha256:029b8ed9f042848dd07c8fe62add3be10a46529b635a3c0f5f7ba3882dd23962

Pith citing papers

No inbound Pith citation observations are available.