Paper Citation Record · LEDGER

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs

As of 11 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2501.00305.

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

pith.paper-citation-record.v1
2501.00305 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:58:26.125752Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy11
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27d1929f-256e-4381-a3db-4fbac604698f · outbound

This paper cites Systematicgeneralisationwithgroupinvariantpredictions, in: International Conference on Learning Representations.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Systematicgeneralisationwithgroupinvariantpredictions, in: International Conference on Learning Representations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.558466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9dc46fe7-a234-4e9e-831c-e0270840509f · outbound

This paper cites As the relation between𝑌 and causal features𝑋cau is invariant across environments, including causal features can better lower the loss function.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs As the relation between𝑌 and causal features𝑋cau is invariant across environments, including causal features can better lower the loss function

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.290227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 000698d5-dafb-4ec3-acaf-3f04e57484c5 · outbound

This paper cites Accident Analysis & Prevention 122, 239–254.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Accident Analysis & Prevention 122, 239–254

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.541721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81a67fa2-9ef7-45c1-98d2-45c2158da700 · outbound

This paper cites Attention is all you need.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Attention is all you need

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.349836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53127d1e-bc41-4134-88b6-573220e406b9 · outbound

This paper cites Advancesinneuralinformationprocessingsystems33, 22092–22103.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Advancesinneuralinformationprocessingsystems33, 22092–22103

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.385277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 794112c0-39be-4e60-8af1-7d0c16ef5f79 · outbound

This paper cites Transportation Science 55, 553–573.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Transportation Science 55, 553–573

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.374475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 22b298bb-25c7-4965-ba2b-abcf2be26290 · outbound

This paper cites Distributionally Robust Semi-Supervised Learning Over Graphs.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Distributionally Robust Semi-Supervised Learning Over Graphs

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T22:58:26.254089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b1aef7cd-b625-495d-8d4a-71608236ccc8 · outbound

This paper cites Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.072745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fb80aa-bb0f-4e61-aebc-1ff7dea64b30 · outbound

This paper cites Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.077067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc253e8c-85e3-4f20-8aff-bc8f7c392e6f · outbound

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

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Handling Distribution Shifts on Graphs: An Invariance Perspective

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.085791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30b261e-79c3-4911-851e-a74cf79947cf · outbound

This paper cites 1907–1913.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs 1907–1913

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.337406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 634f06ba-4185-4231-a2db-2d7c1e8a00ed · outbound

This paper cites Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T22:58:26.203402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43f2508f-cd28-442c-96f0-b93dcddb8da3 · outbound

This paper cites Learning Representations that Support Robust Transfer of Predictors.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Learning Representations that Support Robust Transfer of Predictors

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.100562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b248d4a3-cb51-48e3-882d-90f7c579bd06 · outbound

This paper cites Transportation Research Part C: Emerging Technologies 107, 248–265.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Transportation Research Part C: Emerging Technologies 107, 248–265

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.325414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48605335-beb2-4365-a893-74f672b3d300 · outbound

This paper cites Finding Diverse and Predictable Subgraphs for Graph Domain Generalization.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Finding Diverse and Predictable Subgraphs for Graph Domain Generalization

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T22:58:26.164658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0253b4bc-4158-403d-be86-87721f2a7375 · outbound

This paper cites TransportationresearchpartC:emergingtechnologies105, 297–322.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs TransportationresearchpartC:emergingtechnologies105, 297–322

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.313555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aba82ff3-a627-4da7-83d1-f1a30a9d17ec · outbound

This paper cites Advances in Neural Information Processing Systems 35, 20257–20272.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Advances in Neural Information Processing Systems 35, 20257–20272

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.302481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6d08fb47-1737-482a-8115-482cd63f1682 · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.108860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c4c601-3baf-4d06-ba35-a042b40fa374 · outbound

This paper cites Invariant Risk Minimization.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Invariant Risk Minimization

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.033084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9d4262-11f0-4588-b274-596f2f02e544 · outbound

This paper cites an unresolved cited work.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:58:26.529218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c7bb146d-22ef-48a8-919a-14fe1ac75d1d · outbound

This paper cites IEEE Transactions on Intelligent Transportation Systems 23, 5704–5716.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs IEEE Transactions on Intelligent Transportation Systems 23, 5704–5716

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:58:26.515533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43276d6f-6bfb-4a35-9f6c-35170ce206ea · outbound

This paper cites Out-Of-Distribution Generalization on Graphs: A Survey.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Out-Of-Distribution Generalization on Graphs: A Survey

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:26.056314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aff40d6-741e-459d-adba-78722a714af6 · outbound

This paper cites an unresolved cited work.

diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:58:26.363390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.