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Paper Citation Record · LEDGER

Recent Developments in GNNs for Drug Discovery

As of 7 August 2026, this Paper Citation Record lists 100 of 134 outbound references and 1 inbound Pith citation observation for arXiv:2506.01302.

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

pith.paper-citation-record.v1
2506.01302 v1

Coverage vector

measured 100 of 134 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:49:27.470045Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:25:16.338951Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 134 outbound references displayed

  • verified exact2
  • verified fuzzy31
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 48785265-76b1-4a66-ad17-8b143a8beca2 · outbound

This paper cites New drugs cost us 2.6 billion to develop.Nature reviews drug discovery(2014).

Recent Developments in GNNs for Drug Discovery New drugs cost us 2.6 billion to develop.Nature reviews drug discovery(2014)

Reference 1

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Observation 83315faf-9214-4fe9-b1c9-6b5f4069b8b5 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 2

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Observation e126a6a4-7fa8-4841-9c8f-754edad7538b · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 3

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Observation a9791e0a-9d7f-4420-a706-b3b0c0bb63b7 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 4

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Observation 958120db-258c-494b-a658-f295b7f6e8ce · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 5

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Observation 00213f78-6ef2-4b7d-9e88-2a2f35304155 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 7

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Observation 553cd759-4be8-4ebc-8386-2c008186c739 · outbound

This paper cites InInternational Conference on Machine Learning(2021).

Recent Developments in GNNs for Drug Discovery InInternational Conference on Machine Learning(2021)

Reference 8

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Observation d14fa257-adb9-41b5-a08f-9cb12dc2c384 · outbound

This paper cites InInternational Conference on Learning Representations (ICLR)(2023).

Recent Developments in GNNs for Drug Discovery InInternational Conference on Learning Representations (ICLR)(2023)

Reference 9

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Observation efed3a7a-5372-4299-ab6f-27d161361608 · outbound

This paper cites & Hwang, S.

Recent Developments in GNNs for Drug Discovery & Hwang, S

Reference 10

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Observation 1dc3f3fa-7597-4573-b3dd-012b81329108 · outbound

This paper cites & Peng, J.

Recent Developments in GNNs for Drug Discovery & Peng, J

Reference 11

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Observation d62c6d2b-7eeb-47a1-bfee-6bd64289e4dd · outbound

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Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 12

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Observation cab84881-02ca-46cf-8291-2464f57eba9f · outbound

This paper cites InInterna- tional Conference on Machine Learning, 17644–17655 (PMLR, 2022).

Recent Developments in GNNs for Drug Discovery InInterna- tional Conference on Machine Learning, 17644–17655 (PMLR, 2022)

Reference 13

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Observation cb6d21d3-fe01-480d-b4ee-93470de2c3fe · outbound

This paper cites & Liu, Q.

Recent Developments in GNNs for Drug Discovery & Liu, Q

Reference 14

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Observation 35752d90-cf4a-48e4-a418-5d71da428d05 · outbound

This paper cites & Coley, C.

Recent Developments in GNNs for Drug Discovery & Coley, C

Reference 15

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Observation b12f4f7b-185c-491c-a98a-3077825bdfa4 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 16

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Observation 88d1b5bf-081d-4b94-91f2-9abfc23c560b · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 17

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Observation cc05feba-7f88-4b88-b374-eb2cea473bbe · outbound

This paper cites & Zhou, J.

Recent Developments in GNNs for Drug Discovery & Zhou, J

Reference 18

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Observation ad2776e5-9e06-4517-9327-de33f3a8ad2a · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 19

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Observation 59897ab5-37f7-4504-afc3-ea0479685c30 · outbound

This paper cites & Yao, Q.

Recent Developments in GNNs for Drug Discovery & Yao, Q

Reference 20

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Observation be7a4135-76e8-47fe-a6bb-3d1dfd28048c · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 21

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Observation 9b006b59-5288-4591-be7d-bf94a876a184 · outbound

This paper cites & Cai, L.

Recent Developments in GNNs for Drug Discovery & Cai, L

Reference 22

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Observation f74405d2-1d39-4acf-bcba-63bdf069aeb7 · outbound

This paper cites InThe Eleventh Interna- tional Conference on Learning Representations(2023).

Recent Developments in GNNs for Drug Discovery InThe Eleventh Interna- tional Conference on Learning Representations(2023)

Reference 23

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Observation 50dfae67-4369-44d2-9b61-b8a1c556d538 · outbound

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Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 24

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Observation d76de5a7-aebc-43c6-871b-547052bbfc50 · outbound

This paper cites & Uhler, C.

Recent Developments in GNNs for Drug Discovery & Uhler, C

Reference 25

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Observation c301eb54-b1db-46b6-a945-3b02ee6acad8 · outbound

This paper cites & Tang, J.

Recent Developments in GNNs for Drug Discovery & Tang, J

Reference 26

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source=pdf_text observed=2026-08-07T11:49:18.074148Z digest=sha256:a2e05c14e66f27ce74881d04796e99fc0f641169ff8068e25dbf4f1e3314c278

Observation 2f3d04d7-e148-429b-aab3-eed78e255eb8 · outbound

This paper cites & Chen, C.

Recent Developments in GNNs for Drug Discovery & Chen, C

Reference 27

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Observation 3047b555-2c3c-42fc-9793-356234ce146d · outbound

This paper cites InInterna- tional Conference on Machine Learning, 18852–18871 (PMLR, 2023).

Recent Developments in GNNs for Drug Discovery InInterna- tional Conference on Machine Learning, 18852–18871 (PMLR, 2023)

Reference 28

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Observation f80c88cb-dab0-451d-a11f-7ada6dc588b1 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 29

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Observation 31b79b12-1bc9-4b74-9d9c-7c9a1749a101 · outbound

This paper cites InInternational Con- ference on Machine Learning, 20479–20502 (PMLR, 2022).

Recent Developments in GNNs for Drug Discovery InInternational Con- ference on Machine Learning, 20479–20502 (PMLR, 2022)

Reference 30

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Observation 537d9bf0-f84a-4a95-ba52-6ae312e18a14 · outbound

This paper cites P.et al.Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.Nature Communications10, 2674 (2019).

Recent Developments in GNNs for Drug Discovery P.et al.Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.Nature Communications10, 2674 (2019)

Reference 31

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Observation 96b78928-144f-4cc6-ac29-f5edf588b07c · outbound

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Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 32

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Observation a13577d2-38fc-4a35-b725-2d2081fdff6f · outbound

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Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 33

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Observation 49687a6c-6306-4d28-87de-236b4cf46d9a · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 34

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This paper cites & Kongkaew, C.

Recent Developments in GNNs for Drug Discovery & Kongkaew, C

Reference 35

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Observation d2020a6d-7820-4a44-8813-1f5af0f7584a · outbound

This paper cites & Wu, F.-X.

Recent Developments in GNNs for Drug Discovery & Wu, F.-X

Reference 36

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Observation be0e7016-089b-406b-962e-f17a4d545b1a · outbound

This paper cites InInternational Joint Conference on Artificial Intelligence, vol.

Recent Developments in GNNs for Drug Discovery InInternational Joint Conference on Artificial Intelligence, vol

Reference 37

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Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 38

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Observation 2fe836f7-7d76-46a5-8080-32fed2de5c43 · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, vol.

Recent Developments in GNNs for Drug Discovery InProceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 39

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Observation f3a4d37e-3e25-4d9e-a885-8228fc2ac36e · outbound

This paper cites & Sun, J.

Recent Developments in GNNs for Drug Discovery & Sun, J

Reference 40

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Observation 18751143-91cf-4009-b30e-5411ca047d40 · outbound

This paper cites & Yan, J.

Recent Developments in GNNs for Drug Discovery & Yan, J

Reference 41

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Observation c8cecbf5-6100-4162-ad2f-f66f61bd78a2 · outbound

This paper cites & Wang, M.

Recent Developments in GNNs for Drug Discovery & Wang, M

Reference 42

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Observation ccde3c9b-831c-49d7-9573-860a57b8bb04 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a1b44bc4-b3f3-4b2e-bc5e-a05df563ece3 · outbound

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

Recent Developments in GNNs for Drug Discovery SMILES, a chemical language and information system

Reference 44

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no resolver link, observed 2026-08-07T11:49:20.695563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:20.695563Z digest=sha256:6861421a7472c8d7cb33f9b1fce5e12cffb366199080ee81a06bab6758a0e1b0

Observation 73a0fa1e-c242-4437-95e0-fa78e84116d7 · outbound

This paper cites InInternational Conference on Learning Representations (ICLR)(2022).

Recent Developments in GNNs for Drug Discovery InInternational Conference on Learning Representations (ICLR)(2022)

Reference 45

Resolution
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no resolver link, observed 2026-08-07T11:49:20.803246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:20.803246Z digest=sha256:57f039ed04f2b7aa944fff125a298c428c4a60490ce43a94ea21550760692166

Observation 6857c72b-b02e-45e3-88b5-83239034fdd2 · outbound

This paper cites & Liu, Y.

Recent Developments in GNNs for Drug Discovery & Liu, Y

Reference 46

Resolution
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no resolver link, observed 2026-08-07T11:49:20.882870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:20.882870Z digest=sha256:517d408848a2a3114bf7e2406694ed8d759e949ee7ad11ae0b669308a5a0a0ce

Observation a862c2b0-49f8-4358-a2fb-dc159141c3cf · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 47

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:20.971049Z digest=sha256:a8a3cbbe381f1556ac7cfd3aa3ea2f673495cc9db53d5a83918b9e23f7a8ed6e

Observation e38acdcf-00d6-49fc-af4d-2f1c2efdae5f · outbound

This paper cites InProceedings of the 44th international ACM SIGIR conference on research and development in information retrieval, 614–623 (2021).

Recent Developments in GNNs for Drug Discovery InProceedings of the 44th international ACM SIGIR conference on research and development in information retrieval, 614–623 (2021)

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.084294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.084294Z digest=sha256:62f22c3086cc35141f1341536b153fd959262e22bd3e877bd92fad36ae55ffbf

Observation 136ab745-7fcf-47be-8c64-2d36ae7f7e87 · outbound

This paper cites M., Wang, F.

Recent Developments in GNNs for Drug Discovery M., Wang, F

Reference 49

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no resolver link, observed 2026-08-07T11:49:21.246458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.246458Z digest=sha256:d36bacfe4156847ee3ccb49889df9a30225f429d7001021706d24a22b9961648

Observation d4617787-4410-4cd2-a614-7f0d6e2fd6f8 · outbound

This paper cites InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2850–2861 (2023).

Recent Developments in GNNs for Drug Discovery InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2850–2861 (2023)

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.399383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.399383Z digest=sha256:8eac1c97d2765a5e2a0132961f791544c48f6da2560c646191c05cb37635c87f

Observation 04a8c42f-cca0-43cd-8f8a-1a48a6c94193 · outbound

This paper cites In2024 IEEE International Conference on Data Mining (ICDM), 875–880 (IEEE Computer Society, Los Alamitos, CA, USA, 2024).

Recent Developments in GNNs for Drug Discovery In2024 IEEE International Conference on Data Mining (ICDM), 875–880 (IEEE Computer Society, Los Alamitos, CA, USA, 2024)

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.504105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.504105Z digest=sha256:7de10318d5916a6bcd2ca281974acde23e2fb4e8fcebf5591ced4ad10f3f2fa1

Observation bd1ab42b-44b7-4896-9a14-6c72c198b01f · outbound

This paper cites A.et al.Graph neural networks as a potential tool in improving virtual screening programs.

Recent Developments in GNNs for Drug Discovery A.et al.Graph neural networks as a potential tool in improving virtual screening programs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.621894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.621894Z digest=sha256:dd97cd04a4d1441d70c714622193d823804aedb4f26a4d570c3e75d0794638c1

Observation 2233d453-7a3b-4d96-8648-afbfb78f3d7c · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.724084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.724084Z digest=sha256:f26af31cf2553b4d09a21559fd267da7fce0e1e19a70a6a7a0e95cefa7bb5fde

Observation 2a4c4c36-5725-46b3-bef7-3214c2c79025 · outbound

This paper cites R., Diez, J.

Recent Developments in GNNs for Drug Discovery R., Diez, J

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:21.811043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:21.811043Z digest=sha256:e9a28ecc8fa6bc81468446739da12c7b76b2244d15d963d52aaedd33881e56eb

Observation 9cb56e3f-86ec-41a9-99f9-6c82d4000347 · outbound

This paper cites InNeural Information Processing Systems(2024).

Recent Developments in GNNs for Drug Discovery InNeural Information Processing Systems(2024)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:46.132411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:21.944381Z digest=sha256:793806f5f0b4ba18e606bd582fc308677bd6ce78f69e4d671946543674788629

Observation 0d9bf34d-ee43-4936-89b9-c31dbd12d340 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:45.950672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:22.134401Z digest=sha256:022cfaf4a1ae4b73696e7ec0e55ebc57f09efbea95892100729f1aa026a780cd

Observation 73febc11-7f2b-4e56-aa3a-3afacca99f92 · outbound

This paper cites Learning Deep Generative Models of Graphs.

Recent Developments in GNNs for Drug Discovery Learning Deep Generative Models of Graphs

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:22.235440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:22.235440Z digest=sha256:099d215e72222084f5e10925ca1124d147df00310c9bf8aab3f5fab7dabbc525

Observation 61f08506-68a1-4ba7-88b1-7698d8e664f5 · outbound

This paper cites DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation.

Recent Developments in GNNs for Drug Discovery DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:49:32.213691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:22.372513Z digest=sha256:6c946d263faef2b203eaed1374016885c34b952846228c2c746c9dba9fd5a8c7

Observation af847733-e92a-4460-a440-1e123479c6b5 · outbound

This paper cites & Leskovec, J.

Recent Developments in GNNs for Drug Discovery & Leskovec, J

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:45.737411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:22.538512Z digest=sha256:72bc4be92ca2dca806278e0ea36bf031da0b6b7e4e4206c7a6c877e26f289b71

Observation 1a0f6137-8fd4-4075-b3a2-ba9ca8b65912 · outbound

This paper cites J., Segler, M.

Recent Developments in GNNs for Drug Discovery J., Segler, M

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:45.522313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:22.688501Z digest=sha256:ecc209a9bde1e5088bd01fe584735a078ae87ee29b1fefb770abc849e7906916

Observation f2b7f7f1-a90f-47ba-b097-ca849d83957e · outbound

This paper cites InInternational conference on machine learning, 11537–11547 (PMLR, 2021).

Recent Developments in GNNs for Drug Discovery InInternational conference on machine learning, 11537–11547 (PMLR, 2021)

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:22.844864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:22.844864Z digest=sha256:82ab700c7afd9be1aa93cc958aeb9d3268ff051918f931d8e40d305aa00f8c30

Observation 25ed9cfa-3633-4d67-8018-26a4c189b6b5 · outbound

This paper cites Drug Discovery Today: Technologies37, 1–12 (2020).

Recent Developments in GNNs for Drug Discovery Drug Discovery Today: Technologies37, 1–12 (2020)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:45.290617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:22.971802Z digest=sha256:ce57d4dbce16b25b9e79e7c6152d1bc74f5106d7f11356c00e82a2b196fa7a78

Observation 5a22fe15-a3ba-44c0-96f9-7fa00d668e00 · outbound

This paper cites & Lee, C.-K.

Recent Developments in GNNs for Drug Discovery & Lee, C.-K

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:45.075840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.130853Z digest=sha256:50b3168724180a951072cf2214a01373ec88a0530d521a9b0ec61d5cc294f669

Observation 55ff8398-7663-4882-9c06-313d2b685b3c · outbound

This paper cites InProceed- ings of the AAAI conference on artificial intelligence, vol.

Recent Developments in GNNs for Drug Discovery InProceed- ings of the AAAI conference on artificial intelligence, vol

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:44.858058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.289766Z digest=sha256:e7739b53b9296d9c64583a9197756c270f758f0a6679b2240d8b380b1b6cca61

Observation 5107cef7-98f9-4eec-b13e-39648a0ba704 · outbound

This paper cites InProceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 4829–4837 (2023).

Recent Developments in GNNs for Drug Discovery InProceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 4829–4837 (2023)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:44.663590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.418845Z digest=sha256:c45a2579bca8c37ca2f161255bb86fa4a7a5e1a6cd2cc3ef1cabaff76d395436

Observation cf5a1df9-632e-4814-b51a-86e9aec94754 · outbound

This paper cites & Tang, B.

Recent Developments in GNNs for Drug Discovery & Tang, B

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:44.420037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.544839Z digest=sha256:4210f6c865649b97768930349e805f45771b578cd7127be6b2337222fb19f556

Observation d4c082ce-8924-4072-b0d7-7e789abf3b07 · outbound

This paper cites InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2374–2385 (2023).

Recent Developments in GNNs for Drug Discovery InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2374–2385 (2023)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:44.229297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.653941Z digest=sha256:383b2e32c219c71da2e4e24c36f26aae5acdf3e3356235cd38e632a4e9003dae

Observation 993cfe51-da8c-4238-85c7-8ef94c654243 · outbound

This paper cites International Conference on Learning Representations (ICLR)(2023).

Recent Developments in GNNs for Drug Discovery International Conference on Learning Representations (ICLR)(2023)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:44.010333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.805435Z digest=sha256:7b2390d34d602e16c038418847ad48e4d905fdca6744b7a02beed5d239fd8843

Observation f9663dd3-fde4-4b73-9efc-8450b4c3af4d · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:43.855902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:23.941203Z digest=sha256:7d4a213b53d7bbe069496a7e6c6b66bc446677d67048270e797fbc08eb590081

Observation 200dbf0d-144b-4d02-8340-d6fdda77954b · outbound

This paper cites InInternational Conference on Machine Learning, 12055–12076 (PMLR, 2023).

Recent Developments in GNNs for Drug Discovery InInternational Conference on Machine Learning, 12055–12076 (PMLR, 2023)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.727819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.048851Z digest=sha256:d8b56a971dfb15105ff3e27923bd1682f1e6561c0057e69bee78324829f27752

Observation f926a714-4540-4093-81c2-95cc9dfeaa3f · outbound

This paper cites & Yan, J.

Recent Developments in GNNs for Drug Discovery & Yan, J

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.619643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.145973Z digest=sha256:9bcbe8faf238b1f327d84b6fba083fdc1bcb28e2c954a5056cbd8e553233dfd0

Observation f3d15a40-24ea-44d6-906d-886e661297ec · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:43.503365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.276351Z digest=sha256:bb520508716c8c833656b6ccc9b1a5a39b35f27edf784a7c751cb41f4263cc2c

Observation d9bb17de-c740-4edb-8c67-ba264a20b95a · outbound

This paper cites InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 3615–3627 (2023).

Recent Developments in GNNs for Drug Discovery InProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 3615–3627 (2023)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.375063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.438967Z digest=sha256:ef89ba982182aface9bc39af91c01c7164962315d1af4eacdc930989892dec2e

Observation b74572c3-ddaf-4fa9-b288-5e592c27105d · outbound

This paper cites L.et al.Interpretable chirality-aware graph neural network for quantitative structure activity relationship modeling in drug discovery.

Recent Developments in GNNs for Drug Discovery L.et al.Interpretable chirality-aware graph neural network for quantitative structure activity relationship modeling in drug discovery

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.262586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.570560Z digest=sha256:dd78e4f3f452c0d80b360146ee3b730514f90f43beb89f51f97ae9350ff64f8f

Observation fc798621-57f2-449d-83c2-893c1fe83c87 · outbound

This paper cites InInternational Confer- ence on Learning Representations (ICLR)(OpenReview.

Recent Developments in GNNs for Drug Discovery InInternational Confer- ence on Learning Representations (ICLR)(OpenReview

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.131965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.756139Z digest=sha256:fdc1d94641f9f10df3a6e5c58f77d8fa0d75977de608ea044264129a50d80ea4

Observation e91cac2f-7a7e-4d06-96ab-a22707e40748 · outbound

This paper cites InProceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining, 2626–2636 (2022).

Recent Developments in GNNs for Drug Discovery InProceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining, 2626–2636 (2022)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:43.033469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.836662Z digest=sha256:8e6bede136f1959d0bf69169ce4639e481584de8600d8d857b3835c9d4da56b3

Observation 140b4ffb-05e8-4dc0-97d0-64997c29c01d · outbound

This paper cites & Xiong, H.

Recent Developments in GNNs for Drug Discovery & Xiong, H

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:42.936607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:24.965106Z digest=sha256:65017d800fc28fd045d03cbdb532ab6f03f04f853a669653f2295c40d9191452

Observation 5b6a9351-5ca9-4bc8-a2a8-c2be325aaca6 · outbound

This paper cites & Tang, J.

Recent Developments in GNNs for Drug Discovery & Tang, J

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:42.811832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.156264Z digest=sha256:02df0c22de81b37d26ab03077fada666b10a9140a1ecf80cb063760c61e9efaa

Observation 8f3f0726-5b90-46e6-b9d1-f2fc55fd7352 · outbound

This paper cites & Yao, Q.

Recent Developments in GNNs for Drug Discovery & Yao, Q

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:42.703940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.314332Z digest=sha256:8194daa0ac41e302ea0928ab78eac321cc8c42f21af9990992921f047af307a0

Observation 3a336718-cd44-45b4-93b2-d7ede5e305a6 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:42.574640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.426383Z digest=sha256:b70a1046071e0f7c85f9579b2d381d6b7f07363fa56170b6ea2d8b7d7b3abe71

Observation f2ec8e8f-8632-4e7c-bb0f-e9300104793f · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:42.488586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.583695Z digest=sha256:35eaf6f3e68556fd6ad2d99a627e2aecd7868fe64191851309d2f2953d4a9115

Observation 2d45741e-2fa7-4e84-bfc1-df1e5f4ce7c4 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:42.365381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.749492Z digest=sha256:7365349db238ccbb783937f4666d3dcf72f5b0b53c3390e8456bdadc18d092cc

Observation 3b53ef11-d124-40a0-aad0-8b1f6ca12edf · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:42.240020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.887387Z digest=sha256:6724ad21e991ab43e6d237d8a2ee92f699473d790cc85c27542426922eadff37

Observation 1b39003c-4db8-4fd0-a151-7157e7a35959 · outbound

This paper cites A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics.

Recent Developments in GNNs for Drug Discovery A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:49:31.806429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:25.993490Z digest=sha256:f1576a45f1539bc45c7366f36d22fff6553a2a4ad95eb8847aec57f24e864532

Observation 73e5a143-65cf-441c-ada7-e5b719cd3763 · outbound

This paper cites & Ding, Z.

Recent Developments in GNNs for Drug Discovery & Ding, Z

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:42.129503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.058976Z digest=sha256:97c88b3fce67234d49959622f320a239c98e2339b88056327fd33cb2b3a7ee08

Observation 0dea3e38-d841-450d-b922-9e55b8660d63 · outbound

This paper cites Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies.Pharmacological Reviews58, 621–681 (2006).

Recent Developments in GNNs for Drug Discovery Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies.Pharmacological Reviews58, 621–681 (2006)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:42.009980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.165284Z digest=sha256:5d8012ca6be1a20706f70dd32a424179d1af180398234213963db238cdcaaf73

Observation 47e1a6f9-3c51-4901-a637-07d7d8fadf29 · outbound

This paper cites Nature Biotechnology27, 659–666 (2009).

Recent Developments in GNNs for Drug Discovery Nature Biotechnology27, 659–666 (2009)

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:41.849733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.311629Z digest=sha256:cedca3b60ee9aa28c331e4c33fedee38fbd47dc44c9ee28ab8e08bbffd652be8

Observation efbd3576-8344-405f-90a0-461e291b43c4 · outbound

This paper cites & Zhao, H.

Recent Developments in GNNs for Drug Discovery & Zhao, H

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:41.746422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.440538Z digest=sha256:87325c99949748621a47fd9dfcac42132f969ec6e8456477f1cc863e2d39cd6d

Observation fb29e82a-915a-4b77-a7bb-2effc4ac9449 · outbound

This paper cites A.et al.Systematic discovery of multicomponent therapeutics.Proceedings of the National Academy of Sciences100, 7977–7982 (2003).

Recent Developments in GNNs for Drug Discovery A.et al.Systematic discovery of multicomponent therapeutics.Proceedings of the National Academy of Sciences100, 7977–7982 (2003)

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:41.623496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.570013Z digest=sha256:b4cdd72d05bed43111a5a5c0a55cb0e9e71fe4c9e0848be5806983f69e0a7be1

Observation a2f071e3-a66c-4ec4-834d-7a40cdd082f5 · outbound

This paper cites S.et al.The novel combination of chlorpromazine and pentamidine exerts synergistic an- tiproliferative effects through dual mitotic action.Cancer Research67, 11359–11367 (2007).

Recent Developments in GNNs for Drug Discovery S.et al.The novel combination of chlorpromazine and pentamidine exerts synergistic an- tiproliferative effects through dual mitotic action.Cancer Research67, 11359–11367 (2007)

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:41.508378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.638205Z digest=sha256:5e10c6d7cfc82f724b6b30b4f39c50cb1f78030f2ace6fea580f21d24ce6020f

Observation 1c856914-db37-4852-84c6-40d5aaf5180e · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:41.374169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.766801Z digest=sha256:ee6ff43a6ecce503a182b0f33b194a6aa26a2963c2cd42d988e59f0be6d1bf51

Observation 82b6b625-5080-40c2-a9e9-a0ba181e13b6 · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:41.207080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.824940Z digest=sha256:4142e16b1b3b5057d155ea8759169772e03aebd20325442915788d4aee36291a

Observation 30294813-c6c2-406a-bbed-d0a5437a21e3 · outbound

This paper cites & Kongkaew, C.

Recent Developments in GNNs for Drug Discovery & Kongkaew, C

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:41.054751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.873429Z digest=sha256:209c876827941d2ce5f807348b1dc3a6743ced65035fdfc11c06aa97ca8183fa

Observation 9dbc3f79-b7a1-4bf8-8cf6-946a3038ff66 · outbound

This paper cites N., Mamdani, M., Kopp, A., Laupacis, A.

Recent Developments in GNNs for Drug Discovery N., Mamdani, M., Kopp, A., Laupacis, A

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:40.880638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:26.959076Z digest=sha256:1cb0a096e4a77c562fc1a83d9756df2878b1ad71939d350866e582b59532c8ae

Observation 010fa359-520e-4785-9acd-fcbb98e37235 · outbound

This paper cites V ., Harpaz, R., LePendu, P., Bauer-Mehren, A.

Recent Developments in GNNs for Drug Discovery V ., Harpaz, R., LePendu, P., Bauer-Mehren, A

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:40.620584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.045010Z digest=sha256:fdd0596dbcb56cdd14e098cc2cff738ffee4e7b37d7b11e2dde8d2d48bb32114

Observation 9de3c1bf-5789-4c3e-9db0-b0ece02c0fec · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:40.401958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.149185Z digest=sha256:074f16941645fa5c4deb2664c930138a9195b093aa44bae69b1b0af118d7ac50

Observation 0a08018b-dffe-4fe2-91c7-caaeef3f3a04 · outbound

This paper cites M., Zitnik, M.

Recent Developments in GNNs for Drug Discovery M., Zitnik, M

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:40.198065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.213148Z digest=sha256:698d14d852c8d726f71b48522da9636b18cdf4894cac77afdcb71180d4d1e0a6

Observation dbb575c0-d170-4a1a-a695-025a00c9e3f2 · outbound

This paper cites & Shi, J.-Y.

Recent Developments in GNNs for Drug Discovery & Shi, J.-Y

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:39.990660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.290888Z digest=sha256:0ec81ae4dc405009ddd5f2833d3dbd2f21cb095b6925aeeb76c67e3e32118980

Observation 4f13ce9a-905f-4e5a-af62-0b4f06e4f706 · outbound

This paper cites & Zhao, J.

Recent Developments in GNNs for Drug Discovery & Zhao, J

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:39.774599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.344733Z digest=sha256:2b3aede7bc4774ec5f13326d3bdd548ee1212b4350866040fd3b84d48b872e34

Observation 45322811-12e6-4729-9fc4-048f2ac74769 · outbound

This paper cites Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction.

Recent Developments in GNNs for Drug Discovery Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:27.407228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:27.407228Z digest=sha256:377a69cab104194a7a1f85b127ed4fa27797cc904ad4ac9a3d9dcffe60858c36

Observation 887d75c1-49a3-4fc1-8de5-d0627609c40c · outbound

This paper cites an unresolved cited work.

Recent Developments in GNNs for Drug Discovery Unresolved cited work

Reference 101

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:49:39.537521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:27.470045Z digest=sha256:f7db5944f4eb6790ab7e6a1a10867e1146ae980960972f30ad560a8b67a02f51

Pith citing papers

Observation b7784857-c7b4-47fc-b5d7-05d5e8daab16 · inbound

A Spectral Framework for Graph Neural Operators: Convergence Guarantees and Tradeoffs cites this paper.

A Spectral Framework for Graph Neural Operators: Convergence Guarantees and Tradeoffs Recent Developments in GNNs for Drug Discovery

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T08:25:16.338951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:25:16.338951Z digest=sha256:f8ed8fe99bb759c452e3fddb68e8c0181ec59c2eede95f5ab3ece3810fef7cc9