Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:45.652150Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.01467.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:45.652150Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
15 of 15 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 66ae2a54-f39e-420c-935c-2ac1897098eb · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0926ff75-f875-4be7-aad5-540d50b2464d · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e92d7369-91a6-44ab-8108-1380855e8717 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a9b2363-f4ca-4d2e-ba53-611d1bd04753 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c95747a-2ee3-4270-8f41-6f20cd2d8113 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac52dfa7-f499-46ca-a27f-75aa60ba0758 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Additionally, we compare our method to the following three simple baselines:
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1fff4de-f9be-4189-a4ac-f6c7d6c33de4 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e3ac4e87-f5f8-454f-8907-41cb5a596823 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4a533ac5-0836-4cc0-965c-787e5fa1f9a6 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction All models are trained for 100 epochs using the following framework: • Each model is trained to produce binary images where white pixels signify node-hyperedge membership
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e3c0aba7-4c31-48b7-be90-02d37e8f8c81 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction These encodings are replicated according to the respective expansion numbers
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dd1328b2-0399-4804-bfd7-1e5d01094e20 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction FiLM conditioning (Perez et al., 2018) is applied to incorporate contextual information into node and hyperedge features
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation edd01b6d-d69d-42dc-94bb-04c230ebab74 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5444c029-3f8b-4351-8509-2ba551a17bb6 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction • Left node head: Predicts expansion values, scale encoding splits, and refined node features
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e59cd91-cbc7-4b62-86cf-1acaa3bfd6fc · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7951efa8-20cb-41cb-88a0-084a6edabb10 · outbound
Feature-Aware (Hyper)graph Generation via Next-Scale Prediction Results are shown in Table 12
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.