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Paper Citation Record · LEDGER

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2605.24971.

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

pith.paper-citation-record.v1
2605.24971 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:43:42.589381Z

measured 40 of 40 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

40 of 40 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81b1e25a-1d65-4448-aadf-381bdc934b5d · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.075452Z

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.

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Observation 26e3a826-baaf-4203-82d7-0ef5db44353c · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.042230Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:7a403d2dd8fc21a0a18b62ff09fc02425ed20a005f62502737bcbe393a5ad2b4

Observation c27332cb-221a-473c-a6d4-d00b3acf9d8b · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.069587Z

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.

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Observation 26c8b91e-770c-47ef-97e6-24c974d53f32 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.036225Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:e06ffcca767234752bbd08a6e95bd391005d4c821889fd8c3f9e8815fbb3bd37

Observation 985998e1-0aef-4458-9499-dc327260848f · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.059344Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:a9ff6b2d1ac8ed73b7f8f81475c095ee0a9d042ed5cdb1301f22e1a81f0846ab

Observation 90155c93-a9ad-4c16-96c1-f3a468892933 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.040578Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:87e82df054943fc37402a306bb2ee2681ff68adfc928949ebc9e95fe1f13da39

Observation e1d70c59-8f85-4e4c-9020-8d69557af2c6 · outbound

This paper cites Zhang, X.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Zhang, X

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.088034Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:3356b6b1ba70a047bf37a1d51d70011e8fa2491190fa8dd210e8ba6e9f576871

Observation ac42199a-e989-4d20-8444-a5ee2aa46331 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.084872Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:207a831b94ca7a6d9059449187178586301227ce2f6ec33c3d99df9f9715101a

Observation 03150d60-c417-415a-b192-6ce5b4e8f9b3 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.049165Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:d2a1c5d2e3266d46ef5147cf9e418874302eec739e202095cd8b78d65be0af57

Observation e9c725e1-61ad-4a08-b1e7-fb896a5d02ed · outbound

This paper cites Qin, D.-Y.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Qin, D.-Y

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.031887Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:a6606f708773bb525aabd974b08c3ad2c6967e9a55ed6123c671b940260bfdb1

Observation f4e2fdcc-c2c5-49f3-b2c4-9578a135965d · outbound

This paper cites Rossi, B.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Rossi, B

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.083272Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:f2cc45c8de0f555cc7b31b2acb98250695660263f7fe6f2cc8ebc2757cc5f806

Observation b73bb799-8cbc-40ee-9091-30bfa978aaea · outbound

This paper cites Wang, Y.-Y.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Wang, Y.-Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.028963Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:f1160e065590439b287c4da039f8a4fea15d5061034398b3e8f1f8ef3af89253

Observation 93081c23-23c4-4290-9526-b03d650efa14 · outbound

This paper cites Souza, D.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Souza, D

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.044091Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:8698f5eb7c1c0177ed8a9d327d523ed014062a9170d2c106d3cdfc5c2581e6a6

Observation 961d6caf-7c46-4775-bc9e-018661114b54 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.037689Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:d87a52d609804c09f1b713411fa1c9955162cd87d9f9e4ecb70f1fac80716e44

Observation 0ff50630-9bb5-4463-a635-b6e70c718c2d · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.033310Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:4ca3fdbc0c44fc14b4df2ce7a49c3799069e7d2c9c9fe351981cd271bff3fd0d

Observation 7c630fd4-0522-46eb-a46e-ff88f6154c12 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.081709Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:b94f13d3c6b84f67eeb9024c23c39e1ceed9494cfcdb10c4fdcca39ab3066112

Observation bb1875e7-0da6-4b1b-bfc7-3fd73efb65db · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.034758Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:29b2c6163c2b4c39de4bbeebf1b1255aef90355766fabd3b163b1c756b930b3e

Observation 6e1d6d0f-7873-4258-b09e-64ca93fb4a0a · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.039112Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:792c9f6a05b08f18dfa95db8d68339eff6327c3b10107a2ce67472ede3ea5b5c

Observation b94965f6-7b2a-4956-9e02-347b477f7cf1 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.050916Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:4b8400de3ab2b5b079851f0647622a73dbfa3409ffe32c2919e1e206355aec35

Observation e323c839-5605-4259-8643-30f1647e015d · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.024097Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:25d3e0ef958a24c99af07c334a770385cb25cda26a07e9c480bbed9de0cc842f

Observation 366579df-6d6c-437f-bbce-a846e44952b1 · outbound

This paper cites Duhamel, M.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Duhamel, M

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.079566Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:5b6b4f4133624e291aeec2ac2fc37189e63e7756ec9f61eb19243ff5532c4a3a

Observation 6fda88b1-0075-49d6-b757-9ab0f41402af · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.052555Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:ee279ea1a708d1291a9de61577f70e3153ba51e75ad4694d659d2ac0c153832d

Observation 570f5449-a452-4525-815c-f1a3a074b4f6 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.025786Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:cae873603a98de62f935a7fe235ad161342605ed9cd85dd7b8bbf5c2dcef5d83

Observation c9ac6d78-964f-4637-a835-68d9715707f0 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.077762Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:20506affce3edbed499931c917ecec70f32d8c04eb8fe96d6abde2009ad91099

Observation 7c1bc0a3-c293-4240-b287-469569f87711 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.030413Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:b0e0b6154e5e61d3a791528977e82f376de887df1051654d19565de3d0dac0fe

Observation 020bf854-551b-44ee-8336-56302c3bb649 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.064373Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:b3d1c454fba112d8c3c5a06f03f3cebfe738b324d7aff9712d403a171a3aad5d

Observation cd4dfe6c-6e81-42ce-952b-4a45b16c1abb · outbound

This paper cites Kumar, X.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Kumar, X

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.047548Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:d0e4e4874cae3b20a7098b1ab5610c39fe693027ec1bc607aaf5c9b9e40a8555

Observation b1218944-0c68-44d5-b9a0-cb7a5cda532c · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.056072Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:fcba65e4cf261b29730cee3254bd8c0c053a33ce949b3dd8ebb5bbf5889746c9

Observation 1cef2177-70b5-46c9-bcd4-7ab668593658 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.060951Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:7c13458e8f03594f80d711cd25c3ba44f2544d09d1465aac14af556060a0df7f

Observation 330396ae-9f68-4b35-8c8c-a8685c4e33bb · outbound

This paper cites Jin, Y.-F.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Jin, Y.-F

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.086516Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:85dfd9af7792f621a0ee9549da5c4cf7d86d45aa4b499f83d833718c9bf2f2c1

Observation b02393e2-f7d6-4f6c-8fee-d500aef7e356 · outbound

This paper cites Vaswani, N.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Vaswani, N

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.073532Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:8198b8f77e1b5706255072a4750e6be8b40c3411ec79a7b1c9aa52da243bf369

Observation 19c2bb2e-7206-41b2-8462-5832eb816349 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.062716Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:550b1fe2711adb62b36e18acfaafde58725799c878c369eec7179ecde6a237cb

Observation 7fa288ef-00a3-4af9-a667-674c62a39f2f · outbound

This paper cites Shirzad, A.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Shirzad, A

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.054437Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:f5be90d070d3720a789340b05ca0fe828bef7102010119a60b8c1e3be798e22e

Observation d86bbd4f-ad71-4bcb-ab5f-7d5854db8659 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.066058Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:6a0364ac37a11b95bbb4f95b53cc491667825b2a0cf4b804b50bfdf41e310fa7

Observation 7f7b7eef-128f-4001-800e-3a1942a5df84 · outbound

This paper cites Poursafaei, S.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Poursafaei, S

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.045762Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:4379de11e67ef902bfdef010e47ca35ddf90cdb8023d1d67bf9a7566e3e2b61f

Observation 3396820b-59d5-49ad-9937-19f2e0a45425 · outbound

This paper cites Xiong, Y.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Xiong, Y

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.067863Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:273f13f017fda1deef3e7a7d51763e1032c81b1a949db1bab536adca3e1e4c73

Observation 8e384a7a-d7b5-4f5e-b115-ecc71fb9f772 · outbound

This paper cites Narang, H.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Narang, H

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.071598Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:9fbe586fade3a9c560dc4f2c77244db04341718c2d91b9fd32348a4903c739e4

Observation 8c0cd3a4-0516-46b4-bb80-2dcf613ecd11 · outbound

This paper cites Trivedi, M.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Trivedi, M

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:56:07.057724Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:2f529a53575a5f5ff38e1183c986aa4bbb250cfb858ae0b0628d3eaa868bf88d

Observation 66f45e5a-1ef8-4ee0-ac14-bf7f848eda95 · outbound

This paper cites TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:44:37.864261Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:dff82de6a3921db0a125995392bd499e44b68f7643e570618a2b17b97f3bbada

Observation f7073fd0-dad9-4df5-baa9-f78357ae5e84 · outbound

This paper cites an unresolved cited work.

TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:56:07.027474Z

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.

source=pdf_text observed=2026-06-30T11:43:42.589381Z digest=sha256:b308c32761d852cd633b89f85eb193fc8214fd899f85a647623ca30909c53411

Pith citing papers

No inbound Pith citation observations are available.