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Paper Citation Record · LEDGER

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs

As of 18 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 4 inbound Pith citation observations for arXiv:2502.00806.

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

pith.paper-citation-record.v1
2502.00806 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:44:04.057045Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:26:33.545223Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 655619f2-6317-4585-b17c-175f7f82892c · outbound

This paper cites GPT-4 Technical Report.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.698005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.698005Z digest=sha256:7a701911f77f24c019f749af74974933c0f7133a8033a31d30458199983a633c

Observation 26c19fb2-b955-44a0-a38b-e047d96561dc · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.703653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.703653Z digest=sha256:7f5233f78432a99a84efebc7b51dc356eeae8c3d3a5bbf6729bece500a1bc63d

Observation fa91c98a-d5d6-4a7f-aa74-c05f9f5ce897 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.734258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.708405Z digest=sha256:efb66dcccbcbf6cce1bcf09b0f56791cfd761691ca837af028c47085b1787e9d

Observation ca983cf3-8580-4402-978d-4d6191947d9d · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.713049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.712987Z digest=sha256:3707674f73d52b4cc1c10f1bb27cd1ebd2213ff29c9b96192869ab1b524f55e6

Observation 9761db39-d07a-42fc-be72-3bb302feb064 · outbound

This paper cites A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.717228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.717228Z digest=sha256:a895cf2c2137e94f081f1a34d8fc2f261c6d9bac5ef83690e97061c2867da34b

Observation 2a13f961-e0b8-44cf-88e4-e30f04256ba8 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.693385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.721914Z digest=sha256:910a1f9ffa26b16091840ccfe6b2cfb2c0ff4e18fa7af8a6ca9309a5ae4939b2

Observation 60d45094-7ee8-4a21-b762-fba6ebfed772 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.727209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.727209Z digest=sha256:d49f2c881cada4266acffffa6fcfd1293743e3f216e7a4ad207d267d182f711c

Observation a8a2b0b8-e83c-43cd-b910-7b29315621ff · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.672796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.731422Z digest=sha256:5f7a80d42c4c11a88357a3de7e374ce0bb2cf31f52cc43862e7a3e228fd1220f

Observation 2488f4de-1a0e-4be8-9d1e-1bf0091049b7 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.735566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.735566Z digest=sha256:fcac01b7f7c921de582669c81f78785eb541e9351a7951df9146bf2fae4a9928

Observation 95a7bebf-3408-42bc-8b47-6fee06738086 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.740034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.740034Z digest=sha256:42b10f960fbc66e2cd0349fade2b05d86619a47ccad787a20e3963216f750bc6

Observation 99814f9f-b4bb-4eae-952d-d7a06f544039 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.748961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.748961Z digest=sha256:5bbe374ac0064c14b91e0707dd031f4b33cc776fa3207c9b9b0b32ca344889f4

Observation 0a14a999-bd80-462f-bcdc-529f6b506c22 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.539670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.758905Z digest=sha256:5f60b8ebd306822fb301c4ffb73617c57252487a8a3724c3d8d5109f0cd703d1

Observation 1d0c77ce-042c-467e-a1a3-8002a524dab7 · outbound

This paper cites FlowReasoner: Reinforcing Query-Level Meta-Agents.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs FlowReasoner: Reinforcing Query-Level Meta-Agents

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.765759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.765759Z digest=sha256:d910b1ba295779870acd4427063cf29fc13ecd74be7bd9a4391a1d76fb865846

Observation 2619a74f-4967-404f-9ea9-b452f12afd83 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.511570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.771214Z digest=sha256:9e2bca260136c824d3fabf4d8a5974b4ac43e9f5bf29da3dd9ec908f99f24d10

Observation bf8cbf1b-3236-4389-af34-37dcb2f93f9e · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.776059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.776059Z digest=sha256:5898d984dd3d18324af5c97d44b2ad035d3b78568a370e5838e0869ec71070b3

Observation e352199c-c7d4-4947-b936-ca671c6ce0f6 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.781119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.781119Z digest=sha256:82e3b037aef4d47736e8d54dc319dcaab74d295ab17a5bb8aa9492b251af5978

Observation 35a7e2b6-da7e-43a9-a5aa-85118a76b09e · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.446655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.791043Z digest=sha256:cccc53eae14c7e9e02ffc6e2ce78afc8ee8f0abf4c0b1c5e800b0589e4b5ff24

Observation 4f3e8e6a-7fe7-427d-bf0d-f81125487256 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.427607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.796209Z digest=sha256:88c21ccf96dcc1be60ddb074f8bf43c0fd544fb26d507d9e1bbca3e05252340f

Observation bf2cf644-544c-439c-b305-a523376492a6 · outbound

This paper cites G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.802422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.802422Z digest=sha256:c6472d20bcceb2d66072d46f2a535be75e70b496dc2a60e904dc7d3bdfa92c98

Observation 38431601-4694-4e82-8ec8-05aad3a49b9c · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 20

Resolution
verified exact
raw_fallback, observed 2026-08-09T17:44:04.560973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.808859Z digest=sha256:0de44dc053b261403099bd467cd940e03fd7769f7adc6e91f5174293879c4636

Observation 5b576018-d81a-4c12-9c91-48dff8985ffe · outbound

This paper cites Evaluating the Paperclip Maximizer: Are RL-Based Language Models More Likely to Pursue Instrumental Goals?.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Evaluating the Paperclip Maximizer: Are RL-Based Language Models More Likely to Pursue Instrumental Goals?

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.818105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.818105Z digest=sha256:86ef06edd611139e35a92b267817ef0d2b1c8bebaa459be7c4e885e18765ac30

Observation 946e8c48-f029-43eb-8a99-903416f5efda · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.407334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.825185Z digest=sha256:580f23b322f769e32dc5e44570353b9df7609eda149bc98b06b7014f6b08f605

Observation 3570c841-75ee-4ff6-a98b-b1f350c7f4ab · outbound

This paper cites UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.830499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.830499Z digest=sha256:039d95de279fa317cde9f92441dede9b03351c874f6bd32eabd35e078cd9a982

Observation 7dcdb169-d420-4671-a1f5-0118193c05a5 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.836078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.836078Z digest=sha256:4eee28b8dc792908c55e21803d785f272cf1f3fea82c9188c657093cf6d63d56

Observation 7586267c-62d2-436a-9767-be8ff63651f2 · outbound

This paper cites GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.841506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.841506Z digest=sha256:6fa72895f6835b8ecd1564b22bb1defb50629b3f4ee1c88272b964c61b7296fe

Observation e7c5931a-7809-4e1d-a9ce-4cbb7777c0cf · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.846442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.846442Z digest=sha256:1e89804df0b0b8cd879ff5286ef5174e1dd7f12f8e7f1dfa7f01f62a284c5cac

Observation e0bfc337-f98e-473e-b6ec-ea96fc2d39d3 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.851119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.851119Z digest=sha256:7dc07b392f65ab30a0061723754a7b520aa71f4614c2458a36c1afb972d2007b

Observation d4765bb5-6a90-4658-82e1-1a3ac5bb7e70 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.855755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.855755Z digest=sha256:cdb9ee8336c7953e3bd71e01c770517aa3235249c562a531e6e36174493d045a

Observation cc773ccf-cf2d-4c73-8e95-b9fb6219ce16 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.292217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.859999Z digest=sha256:83aa4c3dde5dd8a63491c462dcd78fbb8b04f697686e92688e5fa80db128b33f

Observation 539c9109-e45d-4bfd-80ba-ded880d6ff8e · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.864799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.864799Z digest=sha256:5e2dfec1ade6eccb0b90bc1ae550cc2b96e3ead81a081ccffd54893a5169cff7

Observation 214b335f-a50c-477e-9cea-02cb362508a3 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.251454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.869226Z digest=sha256:67110c4d7b7c90900e63f5bf3ac4296a3dac461d94234f4320f4a3877cc17f3d

Observation ea1a0eec-81e1-4eb0-9ce2-4be8432a6272 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.874258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.874258Z digest=sha256:4d22c4f6e17d32819c92a1f6ccd7a979f42c35f56affb4de5956151b76994ed4

Observation f06b0bcc-43d6-44ab-9ab7-ed4c545a9cd8 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.878545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.878545Z digest=sha256:b54bc71df3a51abb2100d0b65ee36506bfd7b651445c37ae62a843d97247b011

Observation 15adcf29-b9c0-4c34-be39-e7e1a577c1d0 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.156913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.885816Z digest=sha256:1a884c1984be68bd911f588bf3d2f3721b9cc054152ff6ca3f570eb723232c18

Observation 053de819-8571-4e72-9359-0919bd6287a2 · outbound

This paper cites Efficient Inference for Large Reasoning Models: A Survey.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Efficient Inference for Large Reasoning Models: A Survey

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.893583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.893583Z digest=sha256:73f14da9cb169f51bd76c7d750ed56544a3ceb8a9f1ee9e19590fabd47e84ab2

Observation 45655137-8e6d-4f83-aff2-af13fe1a7b0f · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:05.131581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.898400Z digest=sha256:d83ccb83e768caacd6cbabb98714806cf4410118c95165b06eccd43b309c7320

Observation 443d3da0-f574-42ab-acb8-f51ca7dcd123 · outbound

This paper cites Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:03.903333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:03.903333Z digest=sha256:36b2b80f1da623520e9c4d923f5017ea10f3e4e29793f73128b2e1d7ad91ef7c

Observation c6311a5b-5ec8-4562-ad8f-c34f86d834de · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs MTEB: Massive Text Embedding Benchmark

Reference 38

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source=pdf_text observed=2026-08-09T17:44:03.908730Z digest=sha256:772ff07ccf3f0742822aa70614faabbfb4c4e8cab6f6d715cba29727c11f4cbe

Observation 355606b2-975b-4538-a6bd-66bf87db8d7e · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-09T17:44:03.914329Z digest=sha256:8b90133c9be251831dad7d6ff5a17ba06e6ee76a3790fd0c86eee372cca956ff

Observation 93be4a50-31c8-43cd-bee4-c816a3735770 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-09T17:44:03.919404Z digest=sha256:dfce68bcdf2e98a15b8be6ee0c28499bbea8299eba6c889b89b1183072b0938b

Observation a98a7c8c-64b0-493e-8c4a-9e4a6082ba85 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-09T17:44:03.924185Z digest=sha256:55b3a7deb9f34e93f75bfae568e0a07d03993500419e8782957747d2aab2773e

Observation ef10d56e-267c-4eb1-b7fc-8b357fe0ab5c · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-09T17:44:03.930052Z digest=sha256:3488f5a583bb6d4c589c0795284c7bd0db243170fbf86a87d9bf9de293e09525

Observation 596d4a4b-6e49-46de-adb1-482859e9cabc · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 43

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.934914Z digest=sha256:107a7192b452d35e40c147728d8d8cc0d6e9aa903d2aa066e4cf326f54a30b46

Observation 4ddaf9f7-40f8-4aac-90ec-cc7f4d12abb9 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 44

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source=pdf_text observed=2026-08-09T17:44:03.940380Z digest=sha256:db64b0e022680473a0fa1b5cde94467e412c4a925dfe40dbf020ef84b80554dc

Observation cc537660-bc5b-45e1-a2ab-656cab858fc1 · outbound

This paper cites Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models

Reference 45

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source=pdf_text observed=2026-08-09T17:44:03.946683Z digest=sha256:a544a9322e03dbdeaf0e3a6ced940e7f010ccfdb5e8c3e48bcb54ee96aed57d6

Observation 8a3a7f9b-6b45-48a4-980e-4be4a3c2a120 · outbound

This paper cites Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering

Reference 46

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local_arxiv, observed 2026-08-09T17:44:04.299337Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.952204Z digest=sha256:f8ab503f7b213bbe02685bf7c5f0ff7c0598c2217b7c9a6db0b359920133d27d

Observation dc357cc7-3823-4f17-b5a0-97b82fa2b138 · outbound

This paper cites FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering

Reference 47

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source=pdf_text observed=2026-08-09T17:44:03.958026Z digest=sha256:870eda54c94f93542095ebd7c640ed75e5e9aa8be07e84f6c231e063627a4bce

Observation 3446df8c-6bc2-47fa-9061-aa4d35d25fa5 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-09T17:44:03.963706Z digest=sha256:21dee18d8014ff484c3999ef2065930e75bc3ab60b1c03946e18e5e0a581b823

Observation 3c67e81f-547c-440c-b616-51c4d8514a1c · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-09T17:44:03.969608Z digest=sha256:4e3d5676b61e7f2a40f65796d132ea1d7a067fd85c362fd8253df6021575be6b

Observation 6cfe5d4b-7f4f-4df3-9c8b-59aee2f24e2b · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-09T17:44:03.975555Z digest=sha256:7e4b3c16acfdad3c917b7c07df1f447a109a5b1bd0859b50c9463f096353aca8

Observation 98584082-cf7f-4762-88ef-1969cc6d9e2b · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-09T17:44:03.980311Z digest=sha256:a7739326e27e659c55db6a66bc5e90f92eeec26a4016bcd51ce44506644d7e13

Observation 5bc0d7fd-fb1a-467d-9032-b29b494eae55 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 52

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.985590Z digest=sha256:892537c078801598ef91436df72f34f894a2f61477825ad101ff4ac24d863d11

Observation 4ad7d416-c585-43cf-a50f-3814c9ae9b1f · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-09T17:44:03.991437Z digest=sha256:c0d7aa89e93b8d26fb105806f450463cbb0d4b302d20cdfc4cc0f7ad41e9c3e0

Observation eff5863f-fcb8-42ac-8896-e8c5dfbd2728 · outbound

This paper cites ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Reference 54

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source=pdf_text observed=2026-08-09T17:44:03.999167Z digest=sha256:5191cc12736cdb7678b9da100b93fef65e13d35156d3cb043e86dab4e2a9892f

Observation 6fc85e4e-75f8-4587-94ba-15a233b3b1be · outbound

This paper cites GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts

Reference 55

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local_arxiv, observed 2026-08-09T17:44:04.224041Z

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source=pdf_text observed=2026-08-09T17:44:04.004084Z digest=sha256:1a5efb12b92e74c356c12759d30cdc7cba92816c1ffde297667e4810fe0e6f89

Observation 1a8c2ace-93ce-4c04-a031-adbf09870360 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 56

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:04.010317Z digest=sha256:711e0ef08b0b8d88ad891613370bf857b39b63084d91e06980e6f6a0463c0f63

Observation 68b36ef9-24a7-4e27-9164-c694a7150254 · outbound

This paper cites Multimodal Graph Learning for Generative Tasks.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Multimodal Graph Learning for Generative Tasks

Reference 57

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source=pdf_text observed=2026-08-09T17:44:04.014397Z digest=sha256:4b5a3f948814de2fe2aefdc3a61e2aaa17bda9e36039b3a41910d1e9f3d1521d

Observation f46f061a-4467-4e6b-a175-d4f970885f06 · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 58

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:04.019994Z digest=sha256:e7ec3de08fd595ef2f5bcecf8a4530d5f2101c2b5cfeef5ac57a81db7553c353

Observation bf2f67a2-eb15-4d88-aa3b-b26e71089534 · outbound

This paper cites SCR: Training Graph Neural Networks with Consistency Regularization.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs SCR: Training Graph Neural Networks with Consistency Regularization

Reference 59

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source=pdf_text observed=2026-08-09T17:44:04.029957Z digest=sha256:766854b3872719b26a0a760e225533b10a3d37f077890a6b37b9301d46bae66d

Observation 6317a1c2-fe7a-4dc1-a801-24dc3ce22792 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs OPT: Open Pre-trained Transformer Language Models

Reference 60

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source=pdf_text observed=2026-08-09T17:44:04.035810Z digest=sha256:517ccdcb936eab58889756c5018226cff6669ecd0bda09535614564da8f32fa7

Observation 9cdc7995-1cbe-4487-b221-334a3652bda3 · outbound

This paper cites Can LLM Graph Reasoning Generalize beyond Pattern Memorization?.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Can LLM Graph Reasoning Generalize beyond Pattern Memorization?

Reference 61

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source=pdf_text observed=2026-08-09T17:44:04.041047Z digest=sha256:05ce4b75393ff58a0e5d2a2433e01c5a504bea4a3e7410241d95cd699874363a

Observation 90b13948-be69-43f4-9bec-dd08dfcc3f1b · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-09T17:44:04.046392Z digest=sha256:55e7bc063dc54f8929f7f2737d9f20321d2ab316e18cdb06dcb3a7a438546e16

Observation 02cc938e-5e41-41fd-9f17-1b6271a1e28e · outbound

This paper cites an unresolved cited work.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Unresolved cited work

Reference 63

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:04.051710Z digest=sha256:03b703e76a0fc440610f03626b76250c318bbf4f387912bec013e3a573e6efef

Observation a8a1817e-2f9d-444b-8dc8-d8c449da691e · outbound

This paper cites Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

Reference 64

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source=pdf_text observed=2026-08-09T17:44:04.057045Z digest=sha256:3269f4e97c9f845aca9491d964fcd037788d59aa45d7e34abfb10500d23d8f02

Observation ab91245a-e830-43a1-b5cd-03c37412ee1c · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2022

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no resolver link, observed 2026-08-09T17:44:03.786134Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T17:44:03.786134Z digest=sha256:2e2f18b3b41366f63bc2e230f5d5240a0016aa4a1ccdc6a454591a9ee3bfb76a

Observation 5cecf82f-10d0-489e-8211-c3233b437576 · outbound

This paper cites Nature Machine Intelligence 5, 4 (2023), 340–350.

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs Nature Machine Intelligence 5, 4 (2023), 340–350

Reference 2023

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raw_fallback, observed 2026-08-09T17:44:05.608106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.744434Z digest=sha256:eb68780ec85e7d2b502a98cca97585abc101a0c6766b4e4d9624274cf1165bb7

Observation 0543a7b4-18e6-4085-aa45-b177442f73f3 · outbound

This paper cites ICLR (2024).

UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs ICLR (2024)

Reference 2024

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-09T17:44:03.754329Z digest=sha256:580af4a3dbe65c8a037d92b1ee2b73cb60abcdf2c5debdc54875e0a5c733fe4a

Pith citing papers

Observation def94cd0-18ab-4538-979d-e46933b26e24 · inbound

CAMPA: Efficient and Aligned Multimodal Graph Learning via Decoupled Propagation and Aggregation cites this paper.

CAMPA: Efficient and Aligned Multimodal Graph Learning via Decoupled Propagation and Aggregation UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs

Reference 13

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arxiv_id, observed 2026-05-13T01:57:06.209604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-13T01:52:23.038362Z digest=sha256:b10d4eaf401c13d6931afedb4234b850833d53aaf7e699a2f10a6c3a45152fd7

Observation 3c522675-74f1-40cf-831d-b1057ac1dd31 · inbound

Multimodal Graph Negative Learning cites this paper.

Multimodal Graph Negative Learning UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs

Reference 8

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arxiv_id, observed 2026-07-03T13:48:20.701049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-27T07:36:40.432193Z digest=sha256:52b1cc5f1fe5a3092428a91e154f2c39f604f730c328e25692ca305bc04f70d0

Observation 4aba5a43-4cbc-4b64-8688-32ae30972419 · inbound

Towards Modality-imbalanced Federated Graph Learning: A Data Synthesis-based Approach cites this paper.

Towards Modality-imbalanced Federated Graph Learning: A Data Synthesis-based Approach UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs

Reference 17

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arxiv_id, observed 2026-06-26T18:19:40.825738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-26T18:17:12.794047Z digest=sha256:2ef690133a604c22501ac271c7a0c05c4fdbc4eec760e0a6ea8766608bc86493

Observation 4c5c9352-34f8-4712-be56-7c577ec0fe6d · inbound

One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models cites this paper.

One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs

Reference 43

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no resolver link, observed 2026-08-01T13:26:33.545223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:26:33.545223Z digest=sha256:f83471a681950d555e829b9ccf4e955d4bead648b2e4e795313b753515fb8bd2