Paper Citation Record · LEDGER

Soft causal learning for generalized molecule property prediction: An environment perspective

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.06283.

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

pith.paper-citation-record.v1
2505.06283 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:41:17.500300Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy32
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb59b298-0b07-4f47-911f-c75c89892492 · outbound

This paper cites Wiley Interdisciplinary Reviews: Computational Molecular Science 4(1), 26–33 (2014) 19.

Soft causal learning for generalized molecule property prediction: An environment perspective Wiley Interdisciplinary Reviews: Computational Molecular Science 4(1), 26–33 (2014) 19

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.127828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 471e50d2-404c-425d-b0dd-cde303abb67e · outbound

This paper cites Briefings in Bioinformatics 24(1), 560 (2023).

Soft causal learning for generalized molecule property prediction: An environment perspective Briefings in Bioinformatics 24(1), 560 (2023)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.114394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c491b19d-b7fb-47a2-b51c-3f34c185cdd3 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2023).

Soft causal learning for generalized molecule property prediction: An environment perspective IEEE Transactions on Pattern Analysis and Machine Intelligence (2023)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.101204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cb65da05-76e7-49d7-bc75-d8ad62944bdc · outbound

This paper cites In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.087705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36a081e1-4ad4-49e9-9274-a271f5a7cc88 · outbound

This paper cites In: International Conference on Learning Representations (2022).

Soft causal learning for generalized molecule property prediction: An environment perspective In: International Conference on Learning Representations (2022)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.074288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0ba87644-7d05-4368-a835-bdeb4630fd5e · outbound

This paper cites Graph Neural Networks for Graphs with Heterophily: A Survey.

Soft causal learning for generalized molecule property prediction: An environment perspective Graph Neural Networks for Graphs with Heterophily: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.338811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da30406-246c-470a-83eb-c5fbbd7e2f45 · outbound

This paper cites International Journal of Machine Tools and Manufacture 194, 104103 (2024).

Soft causal learning for generalized molecule property prediction: An environment perspective International Journal of Machine Tools and Manufacture 194, 104103 (2024)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.060512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a8d52244-121d-481c-98d4-5ae1e16c53e5 · outbound

This paper cites Annual review of public health 35(1), 153–167 (2014).

Soft causal learning for generalized molecule property prediction: An environment perspective Annual review of public health 35(1), 153–167 (2014)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.047000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65e0469c-8073-4522-b87c-501e9f93f3c2 · outbound

This paper cites In: International Conference on Machine Learning, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: International Conference on Machine Learning, pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.033161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 162f1793-ead2-420e-ace5-a9b5d6c9514c · outbound

This paper cites an unresolved cited work.

Soft causal learning for generalized molecule property prediction: An environment perspective Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:41:18.019030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 217aa53a-06ef-4f8b-b9d2-c45131417ca9 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 36 (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:18.006451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 640a9e7b-0d3e-4a2c-88d4-72f4fba31c21 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 36 (2024)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.993472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7ec8e75a-c53d-452b-b2fd-d6aea748d039 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2022) 20.

Soft causal learning for generalized molecule property prediction: An environment perspective In: The Eleventh International Conference on Learning Representations (2022) 20

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.980432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f82d63b8-84e8-4a54-b172-b097d81abd73 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.966773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2d9f828d-dcc7-47d9-b502-b8b1456fed6a · outbound

This paper cites In: Proceedings.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.376215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a0a872-c1ed-4d76-a3db-dcf58f24c609 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Soft causal learning for generalized molecule property prediction: An environment perspective Semi-Supervised Classification with Graph Convolutional Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.380263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb75eb7d-0657-406f-bc39-7dea2d9b7e5d · outbound

This paper cites Advances in neural information processing systems 30 (2017).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in neural information processing systems 30 (2017)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.384737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85a2607-726e-4ddc-b8dd-89f1553986db · outbound

This paper cites Graph Attention Networks.

Soft causal learning for generalized molecule property prediction: An environment perspective Graph Attention Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.388886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f449da-8e65-4e43-a391-8bc879e8f1b4 · outbound

This paper cites Advances in Neural Information Processing Systems 33, 8017–8029 (2020).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 33, 8017–8029 (2020)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.932741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7fe7118-2b4a-4647-948a-2ce040392e3a · outbound

This paper cites In: Proceedings of the Web Conference 2021, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the Web Conference 2021, pp

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.919555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0b2f8b14-417e-4b73-a97e-4c4c98cf6934 · outbound

This paper cites In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.906210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 39c076ed-7c49-4bf8-a84e-dfa7d7cb6d16 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.890978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9fe8fd6d-cd79-4796-93f0-9850637938d3 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems 31(8), 2764–2778 (2019).

Soft causal learning for generalized molecule property prediction: An environment perspective IEEE Transactions on Neural Networks and Learning Systems 31(8), 2764–2778 (2019)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.877700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b93c93dd-77f1-4193-841c-ba68c914a6df · outbound

This paper cites Invariant Risk Minimization.

Soft causal learning for generalized molecule property prediction: An environment perspective Invariant Risk Minimization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.414625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40357f25-f045-4993-9167-8b60c0811344 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering (2022).

Soft causal learning for generalized molecule property prediction: An environment perspective IEEE Transactions on Knowledge and Data Engineering (2022)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.865109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d80bc49c-eea6-4e79-931b-f8d93b41269b · outbound

This paper cites In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.852694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4ea7b91c-9a1d-4f1b-94c2-9f877bd3e40e · outbound

This paper cites In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.839782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8cf6833b-db85-4b77-be3a-aff890fa00f3 · outbound

This paper cites an unresolved cited work.

Soft causal learning for generalized molecule property prediction: An environment perspective Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.432022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5877ad89-5b6b-45bc-b1cb-193405377698 · outbound

This paper cites In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.818275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d33fa4fc-62c6-4965-9b8b-6764d5ffe28b · outbound

This paper cites Advances in Neural Information Processing Systems 35, 12964–12978 (2022).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 35, 12964–12978 (2022)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.805533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 58c5c32e-6ec2-42e9-b729-e3bfb6a575b4 · outbound

This paper cites Handling Distribution Shifts on Graphs: An Invariance Perspective.

Soft causal learning for generalized molecule property prediction: An environment perspective Handling Distribution Shifts on Graphs: An Invariance Perspective

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.444220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403a87bd-6a3d-44d9-82da-496fe43760ac · outbound

This paper cites Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 7(3), 1–20 (2023).

Soft causal learning for generalized molecule property prediction: An environment perspective Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 7(3), 1–20 (2023)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.792104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2e2f7fb-4f02-4c69-839a-7a9e8b8fb045 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2024).

Soft causal learning for generalized molecule property prediction: An environment perspective In: The Twelfth International Conference on Learning Representations (2024)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.778641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95fd291b-6989-424e-9fb2-dc2ffff534af · outbound

This paper cites Advances in Neural Information Processing Systems 33, 20437–20448 (2020).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 33, 20437–20448 (2020)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.767068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7568e5f4-c6de-4923-a8c8-ec19291ed758 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition, pp

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.754585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 83ee70e1-d64c-4f55-b222-b27d09b19e97 · outbound

This paper cites Graph Information Bottleneck for Subgraph Recognition.

Soft causal learning for generalized molecule property prediction: An environment perspective Graph Information Bottleneck for Subgraph Recognition

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.462336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31aee9c0-40c4-45ab-a106-717408f9c2d0 · outbound

This paper cites Deep Variational Information Bottleneck.

Soft causal learning for generalized molecule property prediction: An environment perspective Deep Variational Information Bottleneck

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.465908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a5fb6b-2685-4538-9f35-455f4711ce31 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

Soft causal learning for generalized molecule property prediction: An environment perspective Categorical Reparameterization with Gumbel-Softmax

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.469349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a33c01d1-5353-42c6-b97a-dc33169cefc0 · outbound

This paper cites correlation with molecular orbital energies and hydrophobicity.

Soft causal learning for generalized molecule property prediction: An environment perspective correlation with molecular orbital energies and hydrophobicity

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.740832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 563e6ac7-ff3e-479a-bddf-2e81996870c0 · outbound

This paper cites Advances in neural information processing systems 33, 22118–22133 (2020).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in neural information processing systems 33, 22118–22133 (2020)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.725169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8c8e726-868f-4c5e-a2a9-e9c7bfbc99cb · outbound

This paper cites DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations.

Soft causal learning for generalized molecule property prediction: An environment perspective DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.480005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee363d0-6577-41de-8b3e-8227207a774e · outbound

This paper cites How Powerful are Graph Neural Networks?.

Soft causal learning for generalized molecule property prediction: An environment perspective How Powerful are Graph Neural Networks?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:41:17.484389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41578f4e-6c83-43cb-a808-4ee8c0166d39 · outbound

This paper cites Advances in Neural Information Processing Systems 35, 31376–31390 (2022).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 35, 31376–31390 (2022)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.711108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9ebe6da-603c-462d-ac90-652d4d0bedd6 · outbound

This paper cites In: International Conference on Machine Learn- ing, pp.

Soft causal learning for generalized molecule property prediction: An environment perspective In: International Conference on Machine Learn- ing, pp

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.697023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1ab8c09-05d6-4076-8b7b-5895bc75d541 · outbound

This paper cites Advances in Neural Information Processing Systems 35, 22131–22148 (2022).

Soft causal learning for generalized molecule property prediction: An environment perspective Advances in Neural Information Processing Systems 35, 22131–22148 (2022)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.682950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1815a014-f211-4c36-a5d1-3a319e788ab2 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Soft causal learning for generalized molecule property prediction: An environment perspective In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:41:17.668401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.