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Paper Citation Record · LEDGER

Towards Data-centric Machine Learning on Directed Graphs: a Survey

As of 13 August 2026, this Paper Citation Record lists 100 of 159 outbound references and 0 inbound Pith citation observations for arXiv:2412.01849.

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

pith.paper-citation-record.v1
2412.01849 v2

Coverage vector

measured 100 of 159 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:46:14.664786Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

100 of 159 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0a6ce9d-412c-4518-8095-7b6daa5f64ba · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-12T10:46:14.208722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.208722Z digest=sha256:8a8789c34ad1d3110b4e820512d77ae1cfaebc6a34d09063dc5d2e55e78f9300

Observation 401a606a-55e5-4092-8336-1318259512aa · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-12T10:46:14.214095Z digest=sha256:62e135963b58f22d7286b05f37429bd9d5d4bd9dc77dea9406c8bdecaa761db1

Observation f99deed6-f9ec-400c-be31-63b74d24ee0c · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.218945Z digest=sha256:910dc6fbb4cc6c9a0db503c1384d68108ee4fb2bc5d271039960f78e36d4c822

Observation 1384b9a0-67ed-4e11-92cd-3d69e7ee34b9 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-12T10:46:14.223292Z digest=sha256:fb54ccd600d2b61630b29b68c882b930c5c787e82856ba20296caf3a52863147

Observation efe38ef4-0381-417e-8f88-a7d92a7d2149 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-12T10:46:14.228139Z digest=sha256:290649536e8ffbff54c8694b77bc10b2b6bcff92f6f1a09951adcb9254db2c99

Observation 23064426-deac-4112-aa2f-e29a881cc5f1 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.233028Z digest=sha256:2a3973493dc1ebf463ebe1a84bf6e3d54dbf53c4b04693700898d60df651a162

Observation 92c6624d-2afb-4452-ba6d-80f7f30c8e32 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-12T10:46:14.237726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.237726Z digest=sha256:2567c55b6fd7285c0c3b68a179a8e129a211226e70eb0306f6549f82727ce0ec

Observation 24c5754b-7ff2-41e8-8cb7-206928408110 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-12T10:46:14.241804Z digest=sha256:07e9cb6bf9a1424c69e0a3cca4e72d6dc00e17a783622496d404fa9dee4da42b

Observation e12791c4-f4ba-405f-9885-58d94f93df00 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-12T10:46:14.246201Z digest=sha256:4c81f603c5e905675efec728f51b55a25bf2579285d61beda33983bb462b7f0d

Observation 37901fa0-8abe-4b10-a516-0fae4cc7c335 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-12T10:46:14.250665Z digest=sha256:8f5a01203122e8a96bbac2d10120dfb362c5786ba28269e06eb98d7bf5e69277

Observation 08e42fbb-895c-4ede-b4ed-87e878919701 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-12T10:46:14.254774Z digest=sha256:d73d03e0d967a835b9f356ab0c43c14741fb0c1bedbf17d724478931002580f3

Observation 1edf3674-0e43-415d-937a-a7ce716bfe78 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-12T10:46:14.258937Z digest=sha256:b42465ef95fc32a06559f1b5611be8ee2eba853d83808788a8d27eaec074b409

Observation f9cfa1e7-ffcc-488d-84ae-73b143a5f091 · outbound

This paper cites A Note on Over-Smoothing for Graph Neural Networks.

Towards Data-centric Machine Learning on Directed Graphs: a Survey A Note on Over-Smoothing for Graph Neural Networks

Reference 13

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source=pdf_text observed=2026-08-12T10:46:14.263234Z digest=sha256:640fb15d757b75d22bb52c67bcd7e871d80c316460e1ac38d532d0f4cc3702b5

Observation 995f2e43-1e66-49cd-87f8-c93a06e3b7f8 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.267767Z digest=sha256:1eec6899ff6dac83d8119fde3d44d2724f31cf325365056fe33599e1b64c88e3

Observation e8eede33-c900-44d8-84d9-656a4218024b · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.271750Z digest=sha256:245685fc362779d07997181990fe5b80c3d28ac43288fd928b707f2ef39206a1

Observation b0c53502-e4b6-4636-823e-060c6d647111 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-12T10:46:14.275887Z digest=sha256:fc1926021ecebc8bc5debc39e9d0b4e7bb3d65dc3675f0a86433c61e5b3b89b9

Observation a3dc6e11-d4a2-460e-9c6c-0f376e76bb32 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-12T10:46:14.279961Z digest=sha256:3b0540922a84c4571094d9fd6afa37f36eb179e0b9d5d7046be4ca8a2d2a6d68

Observation 21de9935-2ef8-4433-89ba-6beca94796b5 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-12T10:46:14.284211Z digest=sha256:dcfa9c106a6a6b2813367afb7e51df7e34a43860dedc4d4f077391d6ce95a7ff

Observation 637d67fa-20b7-488f-9547-a98888207de4 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.288360Z digest=sha256:92490beb4a485e11687bd4550b6d2f9096d6ed5026e248983e73bdfafd31d1f3

Observation 1773956c-3011-4eb3-9aff-dcb734f3ee03 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-12T10:46:14.292488Z digest=sha256:1258c29ec19991ae14a85916dcdc234cc3074dc93cda3d60098fbf980907e29e

Observation 47b89d06-9dfa-47a2-ab95-919a6148ac98 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-12T10:46:14.296795Z digest=sha256:4d3663596d9aa23afbfe00ca6483fc12d76b13c7f8a781621b098e51cf41ef22

Observation 3936213d-0884-4c75-98f2-fda4572f7948 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-12T10:46:14.301022Z digest=sha256:e50a138ea416c8d956d12a3c9ab8d58e0813faabd374811e3d0b6e7bed948376

Observation 58a7253d-e599-4bae-a4df-5c3384bbc71c · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 23

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Observation 9fee5d8c-cc9f-4f9f-9809-f6402bbfed40 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.309271Z digest=sha256:469da86f2c7a3c5a8fbc5cac6ee6dd5c67f68cc99970d374f65b9d9b2298e3ab

Observation 1c1eff9f-1e4d-4e61-bfd3-b02a42d328fe · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-12T10:46:14.313477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.313477Z digest=sha256:b1ce074b8f21f24ff06e15592ea430b2f18378a95072532d74b3cbb8c10687a7

Observation 444014f0-ed9a-439a-9931-733340a1ffc1 · outbound

This paper cites Feature Transportation Improves Graph Neural Networks.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Feature Transportation Improves Graph Neural Networks

Reference 26

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source=pdf_text observed=2026-08-12T10:46:14.317895Z digest=sha256:e33d83050c5ab9a2bc491df5a050995e2a0f0f07485a625f34aa496f161ca411

Observation cbe9dcef-2ee3-4017-ad01-02a89053c0b9 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-12T10:46:14.322309Z digest=sha256:2f427cd78e55a80a334d7273b9a6ca85c10669303ff6275294cc7c4e8fcfa893

Observation 763ff53c-16e9-4a86-a87f-e66aaa51d0e8 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-12T10:46:14.326246Z digest=sha256:0c774ac99ed9354f46388e2a0740140bed2d5e22ffc7402e02b75a9f6ff70cb0

Observation 2bc4560f-37fb-4409-9f5d-8bf7e3a173d3 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-12T10:46:14.330521Z digest=sha256:40b1d65552c2962d9b9bbdddea59026ce5ee6ea2ece6032b8d4fb0c4f4d180a2

Observation c913f9d3-5cb2-46d7-a2fb-75feda90d279 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-12T10:46:14.334844Z digest=sha256:a575c103408b699e2dd814794549c44683cfb755c117ddc5b904738660694851

Observation 2fdcda67-d237-4bb2-9f67-7b247d112755 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-12T10:46:14.339171Z digest=sha256:519f1ab0413325688f30cc7b195c1cfbe4431a613be49c6a11eb7f1bcac41c1b

Observation 067642f7-d145-47e1-bfdf-4fba1e652035 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-12T10:46:14.343588Z digest=sha256:51e4ba0fe7d2dad5bf60601aadf9c82b551927974d6e70a4e50f2163b7423d2b

Observation cf232166-f981-4b31-a11b-edf20d887229 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-12T10:46:14.347814Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.347814Z digest=sha256:82b3daafd6e05e6b85b8cd0355ed27ef7d74728f3e21fc56b86ef8602bf8c8c8

Observation 9edd58f0-5e88-42b4-adf0-25f7b46b7a3b · outbound

This paper cites SIGN: Scalable Inception Graph Neural Networks.

Towards Data-centric Machine Learning on Directed Graphs: a Survey SIGN: Scalable Inception Graph Neural Networks

Reference 34

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source=pdf_text observed=2026-08-12T10:46:14.352129Z digest=sha256:ce8d30fbcad445da3f7385f6259fc6cce20bd850547be5bf048eb272a2e6e34a

Observation a873a2aa-fcd6-439f-a08d-b2bbb5870353 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-12T10:46:14.356980Z digest=sha256:e377e9228ea8a42ffbacd87ef69c5048110ba2653e54abceb3ebba9dd6bf2535

Observation b480a294-b6db-4bed-a684-2fe51041d3ae · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 36

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.361562Z digest=sha256:d95d8b3d5ec8521d0bb6df78143530181de11c9f702cd1b45b4fc0b480c62ffb

Observation dc2a3971-f7b5-41c5-bcee-ccc3eb6c0e93 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 37

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.366556Z digest=sha256:1e54de83ef5f0852276dca6cd091b19325c144a588a3d119370f86fb6c78b62e

Observation d64d77d0-e7ff-4dbf-8f46-c320b3fe8eb5 · outbound

This paper cites DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation.

Towards Data-centric Machine Learning on Directed Graphs: a Survey DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Reference 38

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source=pdf_text observed=2026-08-12T10:46:14.371520Z digest=sha256:ab3ee852a443f4fb9077c13b182936ec2e550c6a941dd52b78db37ac8835fd5e

Observation 915551c8-7940-46e2-85e0-7c7120a3be04 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 39

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.376413Z digest=sha256:f1298991fb4fc0f088cbfac7f69fbe3e2f9d1c2bc4cf4a298115c794ef91a280

Observation 549627f7-d132-4e6f-be06-08310523e32d · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-12T10:46:14.380645Z digest=sha256:52b8e763771e957b3c380c4699fd08a39becccb207c6f3fdec6eb5d78290ab67

Observation 1171faea-ec8d-40ab-b4f5-3d344901c1e1 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-12T10:46:14.385192Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.385192Z digest=sha256:f73b0fb8765ad96080f03e6b2836f773d5a703b00a30ffcb26f0f92189566e9e

Observation c466ab34-3fd3-4bcd-a500-88e87d5837a7 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-12T10:46:14.389777Z digest=sha256:258c3155e4b7487a2407589dda12ef403400bfb494d1ddfea694a47073b81bcc

Observation 36e35d3c-55f2-49ae-b522-dee57f809e54 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-12T10:46:14.394475Z digest=sha256:65770a8ae90204b8d223169f2eae842854bebb02be1c08018f18ed7eec08c1c3

Observation 3076b625-c480-4674-a23e-65f7839f441a · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-12T10:46:14.399053Z digest=sha256:21472e17fcc2cc91c38a669e1805d6039c3844a0cdc3ce8d91be612f3973e0ea

Observation dfefab00-aa36-4411-b626-e4831ee60a00 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-12T10:46:14.403803Z digest=sha256:871d31721e6b853b95c78293dad4434c6899186c0fda0ff196ca917d94f67b4d

Observation 10396872-a721-4643-af1c-8f3b1c28c72f · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-12T10:46:14.408458Z digest=sha256:f7c94518a128cc25670a857beff52f55d63d4d93ff35226e66df0d28a5ad91f3

Observation 3c941972-b77d-4ec0-a19e-5ce1f570bd9e · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 47

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verified exact
raw_fallback, observed 2026-08-12T10:46:15.398169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:46:14.413042Z digest=sha256:05a0c887f1c0426add7a1a68fd88e20ac35642e9ef72ddd5a3ef93bac32a9687

Observation 992316bb-a86a-4f6d-9ebf-de46501af65d · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-12T10:46:14.417557Z digest=sha256:f4cee2f6cd863aa3e4bcb8d116443df790b67e450e9336d2de8c5cbc7314cfda

Observation 11e61ab8-e89a-4ec0-9e1b-420a2631ff5b · outbound

This paper cites edGNN: a Simple and Powerful GNN for Directed Labeled Graphs.

Towards Data-centric Machine Learning on Directed Graphs: a Survey edGNN: a Simple and Powerful GNN for Directed Labeled Graphs

Reference 49

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source=pdf_text observed=2026-08-12T10:46:14.421975Z digest=sha256:5a9550f450a2f45fe922ec08cf26158b6aad43537991279eaff499e6ad0d9419

Observation 8b3a00bb-3f11-4fb2-9d0e-e115e814545f · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.426896Z digest=sha256:209a0dad9c436236c1e8b430e2026e152155f033a2ff03ec4377d27a14108657

Observation 913071c5-b9e8-4240-9bb6-a743f0ec290d · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-12T10:46:14.431293Z digest=sha256:2f71bbbeac07559011ff4d35230025b8c63c5d8eb7420d8338abc266cd233d09

Observation b72e0d04-c6a4-43ae-a8ab-5299c3bffff2 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 52

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.435643Z digest=sha256:e33162ba82bed4deb0014ea99ea7ed3cf0d26b4d94a9226c1d32ded3d0000919

Observation 3a7c3f33-8ab9-462c-9b45-36de3a02d764 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-12T10:46:14.440028Z digest=sha256:d4d27224459733a310dcafe5245491037945e416949b3b933b0d6840f2321d58

Observation 101b08a6-594a-4fc4-9fb7-c1bb85bf6964 · outbound

This paper cites COGMEN: COntextualized GNN based Multimodal Emotion recognitioN.

Towards Data-centric Machine Learning on Directed Graphs: a Survey COGMEN: COntextualized GNN based Multimodal Emotion recognitioN

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.444376Z digest=sha256:16288d9f4dc6e81dc68fea24ef00ebf334498b59e6bf80c7edb13958fc7966c0

Observation 3656c2d2-a41c-4ded-ba47-47249d0bf55a · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 55

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.449176Z digest=sha256:8ed86dc14f7f1de12e815c9b4d37493dc7d6324e7438ab185fb9ce0b6ed9d3a4

Observation ec33db61-babb-4f01-a676-e8d61152e504 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 56

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.453506Z digest=sha256:a6c6fccab248591e73931af64b68b7cfc47a6f468d8dff3cca529503f008bdb3

Observation 31acabe7-3b77-4c98-ac98-30fa9aa6550d · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.458122Z digest=sha256:4e9d2faa6c61e766c6b226e1553aa8ef44f10bbc0956594fbe2767fe0ab41823

Observation fac9fc3c-1931-44c7-b5bf-c96319b9273b · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 58

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.462920Z digest=sha256:d333a3fc264069b5e3dc3fd9d616b75879d9d4693889b8f3d0d115ac6011b529

Observation 55a646d7-abdb-4ff4-ac94-3ef1809bc6f9 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 59

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.467515Z digest=sha256:1181de06b592ba814f7ead70d6781964722e6fc8b1482ec503fb85c687d03a8d

Observation 10f5ae9c-160c-484f-b481-0594ea273d51 · outbound

This paper cites HoloNets: Spectral Convolutions do extend to Directed Graphs.

Towards Data-centric Machine Learning on Directed Graphs: a Survey HoloNets: Spectral Convolutions do extend to Directed Graphs

Reference 60

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.472027Z digest=sha256:95a52bfcadc4f5b9687bb345a97859eda5cd8f115c5c32264f3cefc337cc98f4

Observation b69aa515-08bc-4fc7-bff8-31db2fb15bdb · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 61

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.476522Z digest=sha256:29940e8e3db680463fdbb9c26eee539cd6ee06d0cb5b10003ead7fce1270834f

Observation bf73651c-21ce-40f4-af45-de34ac3a65a3 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.480667Z digest=sha256:4a5e8e2ea80a50e45836c21aa82ad5bae0a17ad2d42430babd15a0b7f3c2dc77

Observation fe0bf2bf-20a1-4465-a0ea-d5b7c4296558 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 63

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.485081Z digest=sha256:e57585dcb3edf6f2ca7160d5124386b0643b241c72f37b840f89b600756d1cee

Observation bb483c14-9742-4a71-97f5-1528767131cd · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 64

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.489401Z digest=sha256:619dfb56459a55a8f37afbd558d4d5d43a431fa8207f39eef45bb0708b8e6c67

Observation b3cf1638-fb74-412e-a42e-b5409dc683d6 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 65

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.494308Z digest=sha256:14ef1ff3d3f808c49080f00320474ee2db61a7c9c7b3448c8b575ab8ba7507a8

Observation 12566a46-d451-400f-afd2-1b1e6b3135df · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 66

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.499071Z digest=sha256:9b8dab1d3255293948091b2500077e8f5c1c0747902f3d3f6ca4993fd71ac3b0

Observation 7d977e39-947a-43a3-a697-f858deb761c8 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 67

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.503470Z digest=sha256:17d66a80deb9abee0825ec71a69191957c6c68918f022e573eb02971a124d7cf

Observation 5df9891b-d00b-4ddf-8c1b-16ed368a17d5 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 68

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.507923Z digest=sha256:fd7726c408e5aaa79c57f45e4715908d827fe13ec80feefdbb52c0d47a863b84

Observation a9dd06ea-723d-486e-9fb0-2569fcd2edde · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.512073Z digest=sha256:2185735e4aa8efa075917405b06251a0014a136e8ef0066a165b6ba357558733

Observation aa40a5ca-abca-4fbf-b7c0-364870a0342d · outbound

This paper cites LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning.

Towards Data-centric Machine Learning on Directed Graphs: a Survey LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.516304Z digest=sha256:ce42e2f0ff2eec36edcf689b5c35c560f0ec3e7ac5307f9cefff40d71da4f937

Observation b630f170-503f-4b83-9600-82201d9a6733 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 71

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.520745Z digest=sha256:0ed9fa744a79f689b570cef289e22e2fc22e9d61da0e483e197c11674fa91cbd

Observation d6846e25-66d8-49d5-8542-849134ade2b9 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 72

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.524977Z digest=sha256:8088ca516a302bb7350183e59aabdf3a75c6c31648f15554e23f6daf3e30a888

Observation 2c4db894-8c4c-416c-8456-0fd2097e371d · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.529326Z digest=sha256:1fa48f3dac37193c8f5dd3d534bbdbc9135d243634e7f09eacec2b2ef156e67a

Observation 7245af64-cd6d-40ce-8308-31db00471bc1 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 74

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.534105Z digest=sha256:27c10455afb8b3dcc7e3d6f451b9af8e5781ffc9e06d9ccbbb4c162a4b12efa1

Observation dc9e3f00-dfd7-4173-a00c-1e7dd0930a91 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.538233Z digest=sha256:1d8fee1daba88854e7f0f9b0c5628c93a518fbe8a4a1b19e1550419747bc8a4a

Observation e337bd4a-9301-40da-abe0-9d2feeb1c3aa · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 77

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.546745Z digest=sha256:6482a7599c8a21c3db23096accde4aac0911e24bbbd4f32063b487816931616c

Observation 90cfad18-a3b4-44a7-bcb1-0c84af041773 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 78

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no resolver link, observed 2026-08-12T10:46:14.550965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.550965Z digest=sha256:b24f2e90b61b39581813cef8167681ef53f2e875422d4a59be382a27c2d371c5

Observation 72e379a0-a9f3-4931-9efa-6eda0fb8985a · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 79

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.555223Z digest=sha256:a1134a3c5422e32384366fb73bb484663c912efa4c30d0ce0904e1cd42af21e4

Observation bc59691b-f3f1-4f8b-9f0f-89450dea4747 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 80

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no resolver link, observed 2026-08-12T10:46:14.559819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.559819Z digest=sha256:f8c90b32588b429e9f936b0166104e6422aa4a5596e363116a9d8a9fb9bd89f7

Observation 91ae31c6-5a5c-4414-be1e-4a68eb1d4222 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 81

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no resolver link, observed 2026-08-12T10:46:14.564238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.564238Z digest=sha256:fb8c95fc749bdecd5517e5028c58f50124e6c0b8c18c818d9eb2964ac2f438bd

Observation f24a5522-57df-4891-b3f8-f7a37a6c6e0f · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 82

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no resolver link, observed 2026-08-12T10:46:14.568753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.568753Z digest=sha256:2afcc11b66ab5fbccbb760ad4ba631fe7e63bc989ff80c591092295b8221c9a2

Observation 935f1b46-1bb3-485c-93fc-01dedb5f58c6 · outbound

This paper cites Spectral-based Graph Convolutional Network for Directed Graphs.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Spectral-based Graph Convolutional Network for Directed Graphs

Reference 83

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no resolver link, observed 2026-08-12T10:46:14.573115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.573115Z digest=sha256:b1fad109e766e8093848c3d7f3f3725a1cc7420693a8985290ee913b7afa3736

Observation ac9ae545-7b84-47e7-bf83-84fd1bedfb7f · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 84

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no resolver link, observed 2026-08-12T10:46:14.577666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.577666Z digest=sha256:fb3600638640891c2b9e7311cc9492b818967e3a8e4d39a72e2d633313c81b92

Observation 5f1047ea-3a67-4f61-9489-02e96484f6ab · outbound

This paper cites A Simple and Scalable Graph Neural Network for Large Directed Graphs.

Towards Data-centric Machine Learning on Directed Graphs: a Survey A Simple and Scalable Graph Neural Network for Large Directed Graphs

Reference 85

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Observation ec777b57-beb9-4d5e-96d7-57cf2d5dec67 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 86

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Observation dfa021d7-2866-430d-841b-074a17882ea0 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 87

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Source-reported events for the cited work

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Observation 7310056f-0a1f-4f75-bad6-78ee2fb8677f · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 88

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Source-reported events for the cited work

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Observation d109d25d-51b1-41b0-bffe-6a69ed43c93e · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 89

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Source-reported events for the cited work

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Observation 9c548146-b05b-4da7-bf11-fa6f4ce1b8a2 · outbound

This paper cites Adversarially Regularized Graph Autoencoder for Graph Embedding.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Adversarially Regularized Graph Autoencoder for Graph Embedding

Reference 90

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.604143Z digest=sha256:60d18e16b27a7f3f0afe58b1cc5243a7b5c63ddb3b53b824a23addb0ee9bec15

Observation 20977ead-4809-46a4-bd3a-1a59b839d18a · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 91

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Observation edc804b4-99d1-4f0d-8f14-0bfc82bba1f9 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 92

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Source-reported events for the cited work

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Observation 68f78393-eb4f-408a-9eba-8187302dac53 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 94

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Observation b73ec58b-1a16-46a3-9b81-1f364e6b7072 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 95

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Source-reported events for the cited work

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Observation c616f0dd-0841-443b-9e1a-1fe9b7611f98 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 96

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9cf05f06-754b-4890-a2ba-757c462468c5 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 97

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no resolver link, observed 2026-08-12T10:46:14.635513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.635513Z digest=sha256:2ac28c658cb06543e9dc1ceedc6c48afd1d660dad3bb66e62f5e7560e2a13867

Observation 32a56b61-0c77-428a-8433-fedc2da8392c · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 98

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raw_fallback, observed 2026-08-12T10:46:16.261408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a49b3420-2023-4a21-a12f-e0a3f75130c2 · outbound

This paper cites Directed Acyclic Graph Network for Conversational Emotion Recognition.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Directed Acyclic Graph Network for Conversational Emotion Recognition

Reference 99

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no resolver link, observed 2026-08-12T10:46:14.651155Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T10:46:14.651155Z digest=sha256:d183bdb5c75771094c37fa43cd57c70c6740809ff2dd6428e5dfb1a55b6520dc

Observation 487fb907-d536-4be8-820f-be1211bc31f7 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 100

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c75525da-579e-4e29-8641-721ae2582cac · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 101

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unresolved
raw_fallback, observed 2026-08-12T10:46:16.216372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T10:46:14.660185Z digest=sha256:c07f4061abc844f8a14f4ba5aa6e85833f983c24a8b17a1973ad15a6b5aaa853

Observation 1d1b3309-1ab6-4693-bbec-c23cc64fb847 · outbound

This paper cites an unresolved cited work.

Towards Data-centric Machine Learning on Directed Graphs: a Survey Unresolved cited work

Reference 102

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no resolver link, observed 2026-08-12T10:46:14.664786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:46:14.664786Z digest=sha256:668122616357873b9a2438562785e246b0048758f37f7b413763b1ec07c078e1

Pith citing papers

No inbound Pith citation observations are available.