Pith. sign in

Paper Citation Record · LEDGER

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2509.02481.

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

pith.paper-citation-record.v1
2509.02481 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:40:52.505990Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

53 of 53 outbound references displayed

  • verified exact8
  • verified fuzzy1
  • unresolved43
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2524813c-0c86-4e2f-8a5e-f1b24f55283e · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.291444Z

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.

source=pdf_text observed=2026-08-05T11:40:52.319869Z digest=sha256:3b416949a6fb2a01158c3ba9cc557d71c73e8ac916afa5045c0a7410e19a9f9f

Observation 6a9ff72b-b326-444f-8f9c-9d69179748ec · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.280440Z

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.

source=pdf_text observed=2026-08-05T11:40:52.323949Z digest=sha256:15ca1b944548af59ab6a31897fe9796e1fbb0c56ad21c263cd45a3d23a5022a9

Observation ae902f81-cdda-4979-a255-a1ff433002c3 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.269689Z

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.

source=pdf_text observed=2026-08-05T11:40:52.327130Z digest=sha256:6fa873b988b1fce27e40724337bb79bf805477ef4bb16bd36904e8accb59b534

Observation 8216fc87-b670-4ccb-8722-c461fcc286eb · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.331353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.331353Z digest=sha256:f471a4b851caf6f6e80dad71887bd42872f5c19edc033ef949dc1728d7a46211

Observation 51b69221-9ae7-463c-b6a3-d14ad77b31c1 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.259435Z

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.

source=pdf_text observed=2026-08-05T11:40:52.335127Z digest=sha256:ecdfa89921d61362872a6773edcb2ec471fa685001451d4dfdbbd7bfd3feaa84

Observation 9eab05ea-6eca-4516-9b54-944d874a2f60 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.248562Z

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.

source=pdf_text observed=2026-08-05T11:40:52.338678Z digest=sha256:9ff8687bd86f2e0ae42e884349227f16f34fa018bb0f4c84cb4e9487edc8de9c

Observation d224197c-cbc8-4dd1-a1e5-05b856069d80 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.342523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.342523Z digest=sha256:15f29d965ce61710961bf2ef3737fe45a8df30d63a431ae4c7d730f56424f8a0

Observation 000f1145-a93e-44a5-8093-8700b8d95962 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.238464Z

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.

source=pdf_text observed=2026-08-05T11:40:52.345619Z digest=sha256:948edfec50477bef3aeb6e3330ce1b8f44f75a9de901b8f9a93e6b73c4d87ba8

Observation 5567cf94-ff99-4f22-b5c9-4e628a1c24d3 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.228075Z

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.

source=pdf_text observed=2026-08-05T11:40:52.349024Z digest=sha256:64d9f374435f66a915a1472de11a1bd47fa6635b5e47b079783d02c3fda23784

Observation 212931f0-f3bb-496b-9c81-ce192e092331 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.353164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.353164Z digest=sha256:59341f47a58a34e48551ce55719752550f3977dd9bdacba37e7741e2bbaed95e

Observation 7cfa9c22-201d-46a9-bffa-fcd2278d5f67 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.210291Z

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.

source=pdf_text observed=2026-08-05T11:40:52.356434Z digest=sha256:90728e3c0eaef2cbbd3cc02e8903ae0de171b3e655e902a2bd046bc540cdfa27

Observation c46261ec-5bd6-44ec-9f1f-a4d3fa9069ab · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-05T11:40:52.363469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.363469Z digest=sha256:7a78aa728a3468d1002c0f220c5325b0d850b38aaa81a8fea6ef42e05b7c1b0f

Observation 7868ee31-ca3a-40fc-bcd6-4c39e424749d · outbound

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

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Semi-Supervised Classification with Graph Convolutional Networks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.366789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.366789Z digest=sha256:5219a2656aa2f6c734b3518a99f73e64e875bea3e919548d8b47cc9a10e2be77

Observation d7a14365-1794-4636-9d67-058d783cf0bf · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.188188Z

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.

source=pdf_text observed=2026-08-05T11:40:52.370462Z digest=sha256:44ebdb3ba92c97ff9b3d9a411574627548e762f584644fb2b3c47ec04fef0402

Observation 7ad5b1fa-4859-4bf2-b410-d644de593c48 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.177293Z

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.

source=pdf_text observed=2026-08-05T11:40:52.373581Z digest=sha256:ade73dd00e07922b53c28dc15164524a644dae30397064e32af8c0a675409425

Observation f297a70a-1d62-40e7-9091-6cf5f4695c83 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.164539Z

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.

source=pdf_text observed=2026-08-05T11:40:52.376872Z digest=sha256:dc3956989475ba3c9eb94882bb92214865c797ba197a49eaa1f2227c8a53a6a7

Observation 3e47443d-a340-4206-ab88-4b596f46896f · outbound

This paper cites Decoupled Weight Decay Regularization.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Decoupled Weight Decay Regularization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.380126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.380126Z digest=sha256:2688d414a5ccfcbaa6120fc561e1bca93ae4b14847f2d616f30abcdc93900929

Observation bbb1431c-d5de-4f0d-b007-95dd3697ea7a · outbound

This paper cites GraphiT: Encoding Graph Structure in Transformers.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction GraphiT: Encoding Graph Structure in Transformers

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.383871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.383871Z digest=sha256:5574be4d7fa81e184a1ecb8f335289fa44ca6341514a45cb23654207b84a4dbf

Observation def58683-6bb1-4bdc-b254-157d386ed036 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.153419Z

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.

source=pdf_text observed=2026-08-05T11:40:52.387120Z digest=sha256:6bf6d44d6cccff33e0d5dba74f619dac76aa52708a65cbe27e3d2980cec969bd

Observation 994f7ded-d792-47b5-8fc8-7cc1ed67b187 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.141208Z

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.

source=pdf_text observed=2026-08-05T11:40:52.393298Z digest=sha256:ec1f9ff64364776ef9258c01ab4f7168a4e049a8e7d3f2ab71f6aed0d3f133a8

Observation 63722a54-acee-40f0-8f47-272f961a285a · outbound

This paper cites Sequential Aggregation and Rematerialization: Distributed Full-batch Training of Graph Neural Networks on Large Graphs.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Sequential Aggregation and Rematerialization: Distributed Full-batch Training of Graph Neural Networks on Large Graphs

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.778875Z

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.

source=pdf_text observed=2026-08-05T11:40:52.389985Z digest=sha256:d5f920d22fb2fbef50f807d876b7b33ee0066ae046752321abdc8fe3ceff0a89

Observation 6fb25862-639a-4004-b419-864f8fb1d5e4 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.400995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.400995Z digest=sha256:221bbc373ce0240c5f209d5efad456f459e4121eebfba52a6a09615383159183

Observation faf99bb2-bfe5-4e87-bf74-59dad914c8e2 · outbound

This paper cites Gated Graph Convolutional Recurrent Neural Networks.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Gated Graph Convolutional Recurrent Neural Networks

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.761222Z

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.

source=pdf_text observed=2026-08-05T11:40:52.397183Z digest=sha256:63de0ed00d145cdf8d0a666e19ffc5fa0a880c490dacb873f6455d2694880bf1

Observation 5da358c5-d7f6-493f-a980-42132bcbc419 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.129253Z

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.

source=pdf_text observed=2026-08-05T11:40:52.409205Z digest=sha256:1b51aa10ff2ff1d647ac2da0b1f6fd083e350e25632239d76cd7c2a94e21d185

Observation 2eb48ae4-7bf2-4964-ad43-4dd0a47c0a03 · outbound

This paper cites Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.648352Z

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.

source=pdf_text observed=2026-08-05T11:40:52.405585Z digest=sha256:cc8f9f89252e06fc7670df9700a898a93cba45b52b5d4376bb2284ae74caa854

Observation e4779ee7-18ab-4da5-b834-8a445507a66a · outbound

This paper cites Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.629931Z

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.

source=pdf_text observed=2026-08-05T11:40:52.416547Z digest=sha256:edfeb8d2c7272ef06305e576e1a489229b04af3ada896ffe28f93b9d73c778a8

Observation 4fb4e0f9-8e79-4c6f-ac15-afe3db6db0ec · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.117623Z

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.

source=pdf_text observed=2026-08-05T11:40:52.413324Z digest=sha256:80e8c977239863a140168272603343a5be3fd4f28bf54e0ad421c52a62aef245

Observation 037c44aa-2f39-4f29-b322-55e1565fa1b5 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.095273Z

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.

source=pdf_text observed=2026-08-05T11:40:52.424258Z digest=sha256:4a1e9dbee5bfc72b9ffc303b00bf6114de4538041d40330c6491af29f5042fb4

Observation 9fc7cc65-2763-475a-be1d-b2737306d15b · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.107065Z

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.

source=pdf_text observed=2026-08-05T11:40:52.420044Z digest=sha256:ccab3dedd3dcf5ef8faba63ce984b0435c7a31430be8c969616e179ec9841460

Observation 7cbc28da-e0e0-4180-89d1-fcf316cf03b9 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.083570Z

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.

source=pdf_text observed=2026-08-05T11:40:52.430638Z digest=sha256:afcaab8459829f82d4fc23b9cb76cbdd417440b01fc00aecf8319a0d0a7d01d0

Observation 60637696-0916-49a6-9293-50fc4c6c02b3 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 31

Resolution
verified exact
doi, observed 2026-08-05T11:40:52.544322Z

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.

source=pdf_text observed=2026-08-05T11:40:52.427477Z digest=sha256:36d0b3e62de9740233470bdb3ed25bbb34bc8e7ff153e839876941d50c214537

Observation 34f9019c-099f-4e00-969b-4876c96cb934 · outbound

This paper cites Graph Attention Networks.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Graph Attention Networks

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.437258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.437258Z digest=sha256:f2c5131b74f4052bf588702cee63f7acdbc602aff7d8dbd271cc69294d92a86d

Observation 2a541f00-3caa-4e05-90e0-addfa340c6f3 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.434063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.434063Z digest=sha256:a78a88de0cbca3e05cae4ff769568a76425dbacb25a07873ca06bb29ca768d7b

Observation 0d384857-fc86-45c5-b2e1-aedaf3754ff9 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.065522Z

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.

source=pdf_text observed=2026-08-05T11:40:52.444756Z digest=sha256:4aee18633fae5e8ee5d1e0594bc32c50874c83fdd9c91839141e491e3b6c67e4

Observation 006905ac-8585-4426-a204-fb57fda89640 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-05T11:40:52.532615Z

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.

source=pdf_text observed=2026-08-05T11:40:52.441388Z digest=sha256:7fc3f5bbf676244fed3f67faf549c3371bcf2a4e97c550165a6efb5fb30511ea

Observation f5a15895-80bf-4b4c-82bc-aeecfcc1fcee · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.042033Z

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.

source=pdf_text observed=2026-08-05T11:40:52.452155Z digest=sha256:ea2efd29026e35fbbca4f4918d6e1822cecdeea4dfb9db3508b3c05438da81da

Observation d35cb374-a364-4e9a-aedc-b144c8003179 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.053697Z

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.

source=pdf_text observed=2026-08-05T11:40:52.448542Z digest=sha256:f7a51820a0ed937c7a7b5a6aa9cdd5e4c448961660bd449419d43860bf519513

Observation 5e3d7e64-7ea6-41ed-b5f8-62ae9c560a96 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.021267Z

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.

source=pdf_text observed=2026-08-05T11:40:52.458451Z digest=sha256:f4e3d5edda103fea9b617f44c42e19eff18698f55a0fcae7f03b82b78e61f3a7

Observation ec6f8c58-ab11-4308-bc25-4c50b5086afc · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.032221Z

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.

source=pdf_text observed=2026-08-05T11:40:52.455362Z digest=sha256:64fd4b44b1b4a5bf408e857899efc782eeeb21d3f77652e3802af08fbc7d0ee8

Observation b74b6abb-0aac-4d1a-9e21-7af2b43724df · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:53.010672Z

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.

source=pdf_text observed=2026-08-05T11:40:52.465667Z digest=sha256:37d0356de18001d0676d9dcc31f4dfdc86a223185f1cd8bd3f5aa2eeb16549b3

Observation 93a8de57-26d9-46b2-a7af-f7e1dc001bc3 · outbound

This paper cites High-resolution rainfall-runoff modeling using graph neural network.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction High-resolution rainfall-runoff modeling using graph neural network

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.600505Z

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.

source=pdf_text observed=2026-08-05T11:40:52.462167Z digest=sha256:3c590a1d97ca98f938e7155b5794ff156dad1922ffa8cc334f565cc9bcc636a4

Observation 86b84d63-4fd0-4ca1-b5b0-9b74727ec2ec · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.987049Z

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.

source=pdf_text observed=2026-08-05T11:40:52.472858Z digest=sha256:bc02042a4398dc40f51d741cf974739b6da40969a47cc5c742feebcd858c3b8e

Observation 8073db4c-9894-4cc9-82e9-ce3c4b9f0038 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.999346Z

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.

source=pdf_text observed=2026-08-05T11:40:52.469294Z digest=sha256:917b3bfa8e6618a95c84ed532edcf794005decf6a436ce72daceb075825f0f08

Observation 6f1cf830-c0aa-4beb-bb79-6a4bf099d22e · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.965297Z

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.

source=pdf_text observed=2026-08-05T11:40:52.479476Z digest=sha256:64c7dbbd68a876fe44614fc9b4132297ec89d947a445d97b2cc7e61d474b78cd

Observation e603ec27-ab7f-40c1-98a2-ffeb1fcca06b · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.976393Z

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.

source=pdf_text observed=2026-08-05T11:40:52.476245Z digest=sha256:b32043c8d871cc93a7d601d88c0d9f88acc0b31fbcddcabfdd616c953e887807

Observation 0369aa46-9bc6-4f31-9165-1810caedbbf3 · outbound

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

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:52.486567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:52.486567Z digest=sha256:af76e2d30fb661d1f6809995d3e805cd83272979e6ba26259f7468d596ca6fa5

Observation 010bd49f-a947-407e-932b-0423a8c4d1df · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.952726Z

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.

source=pdf_text observed=2026-08-05T11:40:52.482971Z digest=sha256:44115c0fce0e52ad945c26d87be884b8def438e69f7f55bc6f5058163a68bd2e

Observation d59cf509-daaf-461a-9930-abc622cef645 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.929942Z

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.

source=pdf_text observed=2026-08-05T11:40:52.494493Z digest=sha256:5613fdc2780779fdddd19e853f606e6e78856a325325d314208b7812cc355902

Observation 6185ae7c-47d7-4d86-ad51-8bbbe22418c2 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.941527Z

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.

source=pdf_text observed=2026-08-05T11:40:52.490250Z digest=sha256:ede02c1556f25ecda51ec0289818e8e7e6fed40d7d4cda9f35d231d3387f766a

Observation 04976f6c-ac32-4d7b-a5ba-ead56a18bd58 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.919119Z

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.

source=pdf_text observed=2026-08-05T11:40:52.502366Z digest=sha256:b717d34e0d4a4b12cd336171b5835dd34d0fa07f07827dd1e51fa16d40fcb256

Observation 7170b5c5-3aaa-469d-8b8b-34988adba53b · outbound

This paper cites Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:52.568459Z

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.

source=pdf_text observed=2026-08-05T11:40:52.498331Z digest=sha256:db1340be6e96a6fca1cb8ad0cf9a462875583321632f988ef5bf09e6cadfb6f7

Observation aac900ec-cb04-4d45-ae60-7fe684fa3c64 · outbound

This paper cites an unresolved cited work.

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:52.907851Z

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.

source=pdf_text observed=2026-08-05T11:40:52.505990Z digest=sha256:439de9e3253d56b89f4483db58a9c19f1783e6f1985369596a6fa3755b01ca25

Observation 00cfe8c2-ecf3-47bc-a7bf-a1f260fd69e0 · outbound

This paper cites In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM).

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:53.199765Z

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.

source=pdf_text observed=2026-08-05T11:40:52.360045Z digest=sha256:7bf71cc55a576cbc7e7f913dafe49da99c6a26a868117aef1c265f2a6949fb93

Pith citing papers

No inbound Pith citation observations are available.