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Paper Citation Record · LEDGER

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

As of 11 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2605.04922.

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

pith.paper-citation-record.v1
2605.04922 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T15:34:46.766866Z

measured 45 of 45 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T01:00:59.782818Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T01:00:59.907560Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact6
  • verified fuzzy28
  • unresolved6
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26924c87-2cb7-4508-b8ec-2a0f655219da · outbound

This paper cites Papers and patents are becoming less disruptive over time.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Papers and patents are becoming less disruptive over time

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.966018Z

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=2026-05-08T15:34:46.766866Z digest=sha256:91f622bf90e4826f71e9ddc7165f2bd23928ccddd206e2f9779d24d517d45684

Observation 550ba15e-8e96-4194-9eeb-d0bf58516816 · outbound

This paper cites From ai for science to agentic science: A survey on autonomous scientific discovery.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation From ai for science to agentic science: A survey on autonomous scientific discovery

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:36:06.825899Z

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=2026-05-08T15:34:46.766866Z digest=sha256:88d58633b405bea3363ed380a812bb9b6a9de180e759e1faa49017720e9d5f14

Observation e3d25e0f-f463-45dd-b470-934ea0d85f15 · outbound

This paper cites Paperrobot: Incremental draft generation of scientific ideas.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Paperrobot: Incremental draft generation of scientific ideas

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.992407Z

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=2026-05-08T15:34:46.766866Z digest=sha256:15fbf4a8d7b3d321f06a5eead4f45f762fc0d16b3fe15047992590e275a28de6

Observation 3b214a24-67aa-4042-b555-bddc478255e3 · outbound

This paper cites Exploring and verbalizing academic ideas by concept co-occurrence.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Exploring and verbalizing academic ideas by concept co-occurrence

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.997109Z

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=2026-05-08T15:34:46.766866Z digest=sha256:699a11a4d3f60a4f489ffe829ad2262c181f9aa3facf408f7f3b93baf5e0a49b

Observation 69fa35fe-0375-4dc9-af23-b2a86f06bbea · outbound

This paper cites Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:36:06.822187Z

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=2026-05-08T15:34:46.766866Z digest=sha256:d6016192eb6d03fc463127b10d36e8956f94da62876f8dd7b79f5e4c0305f3cc

Observation 744504e2-4874-4067-ba6a-3f1aa3d7729f · outbound

This paper cites Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:02:47.005051Z

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=2026-05-08T15:34:46.766866Z digest=sha256:ec00944558abfc8ccf9106f22a4635ef28a0556590ecd4cee1edcffb2236dd6c

Observation 623243f0-546b-4562-81db-149c71dc7888 · outbound

This paper cites SciPIP: An LLM-based Scientific Paper Idea Proposer.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation SciPIP: An LLM-based Scientific Paper Idea Proposer

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:36:06.844393Z

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=2026-05-08T15:34:46.766866Z digest=sha256:31b8d3865121f8cca55155a6d97418c60d61e212cac68f37c4b1885b78ea3e35

Observation 033d5381-7ce1-47aa-aa94-8e5cdd0533a8 · outbound

This paper cites Many heads are better than one: Improved scientific idea generation by a llm-based multi-agent system.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Many heads are better than one: Improved scientific idea generation by a llm-based multi-agent system

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.981365Z

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=2026-05-08T15:34:46.766866Z digest=sha256:e5cf8347fd917302831d61aac225b34086ba7bc4656ea6aa506bed4548459914

Observation abd265d6-0fff-44f7-a8db-07eff9a7cf2f · outbound

This paper cites AI Idea Bench 2025: AI Research Idea Generation Benchmark.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation AI Idea Bench 2025: AI Research Idea Generation Benchmark

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T18:36:06.848758Z

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=2026-05-08T15:34:46.766866Z digest=sha256:8f2336bdb271392499bcbdfe181cd78b1248625e52857e9b5f57abf7dd118034

Observation 01ae55fc-4895-465f-9a6a-702f57d76c4f · outbound

This paper cites Evaluating llms’ divergent thinking capabilities for scientific idea generation with minimal context.Nature Communications.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Evaluating llms’ divergent thinking capabilities for scientific idea generation with minimal context.Nature Communications

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.978023Z

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=2026-05-08T15:34:46.766866Z digest=sha256:8b56bb35079d5283e4f18c56d06821a760ca0a5d23d952b43696f5e20f772656

Observation 63d87c07-c9e9-4c4a-87a7-19ef4e486734 · outbound

This paper cites Discoverybench: Towards data-driven discovery with large language models.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Discoverybench: Towards data-driven discovery with large language models

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:38.020245Z

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=2026-05-08T15:34:46.766866Z digest=sha256:347e4886218c9752e5d33e02d06088ebd2e7e39d579e46eabb5149543a408e78

Observation 57093de5-def7-49b6-acf6-9b47dfd1d916 · outbound

This paper cites Discoveryworld: A virtual environment for developing and evaluating automated scientific discovery agents.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Discoveryworld: A virtual environment for developing and evaluating automated scientific discovery agents

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.944028Z

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=2026-05-08T15:34:46.766866Z digest=sha256:0d62665be7fd73067f7b14e103e775dffab68e56976d160188d2791b394cc1b6

Observation 998aea66-6d61-42b3-8813-f8df71ada65e · outbound

This paper cites Can LLMs generate novel research ideas? a large- scale human study with 100+ NLP researchers.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Can LLMs generate novel research ideas? a large- scale human study with 100+ NLP researchers

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.984904Z

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=2026-05-08T15:34:46.766866Z digest=sha256:092f70e25f6b60a463cf40212fee65ab8d0813b057503c9f1469df9e5600cd03

Observation 3c050816-1df0-4e65-b137-502225dc0ce8 · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.988496Z

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=2026-05-08T15:34:46.766866Z digest=sha256:b3b3fd022b3e494a20c093d9d94393f7093644c4cbed827f075eec5daa7c2841

Observation f80b6a8e-081e-48a3-a783-c141160ac035 · outbound

This paper cites CAMEL: Communicative agents for ”mind” exploration of large language model society.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation CAMEL: Communicative agents for ”mind” exploration of large language model society

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.939078Z

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=2026-05-08T15:34:46.766866Z digest=sha256:fcdb9a2469d0dcf65fff4c2feb639419eb90db248d07420ddd890a95acda6a68

Observation 5adfd917-85a5-4d8e-9cd4-24365fbd84db · outbound

This paper cites Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.948518Z

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=2026-05-08T15:34:46.766866Z digest=sha256:35e72a57a4a1b420b122d271465618e3175ac760bb1896719d3592df8594af09

Observation d4fb6be8-fe5d-40d9-8d0b-53371c585ca3 · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation MetaGPT: Meta programming for a multi-agent collaborative framework

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.957992Z

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=2026-05-08T15:34:46.766866Z digest=sha256:713547d009baff13d02c5ed486d10b8fe7b8bbf8f2977817c158e6b9dd20235b

Observation 956d6735-05b3-491c-9be9-d6075779e061 · outbound

This paper cites Scaling large language model-based multi-agent collaboration.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Scaling large language model-based multi-agent collaboration

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.920763Z

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=2026-05-08T15:34:46.766866Z digest=sha256:4fc36b0aa9baa830327a79fdb3c3aa656be3a5a84c1f7598de39694c051ca942

Observation 3b74c465-bfa4-4d18-8a40-719549209c8a · outbound

This paper cites Researchagent: Iterative research idea generation over scientific literature with large language models.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Researchagent: Iterative research idea generation over scientific literature with large language models

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.930374Z

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=2026-05-08T15:34:46.766866Z digest=sha256:53bf0d54afc7ad1f4bc893eccb64cf06200edd937e770c7b149d68ffa874b8fc

Observation 15a04433-2d8c-49a3-aa4b-87eeca751c9e · outbound

This paper cites Motivgraph-soiq: Integrating motivational knowledge graphs and socratic dialogue for enhanced LLM ideation.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Motivgraph-soiq: Integrating motivational knowledge graphs and socratic dialogue for enhanced LLM ideation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:38.012378Z

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=2026-05-08T15:34:46.766866Z digest=sha256:da6b0352f3804df2fec6499792cf02bb02a8f570eb89295c637aa8e7b7d6b909

Observation 76acb6f7-bf86-48b3-98f7-a0c86a6decd5 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-11T18:36:06.811301Z

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=2026-05-08T15:34:46.766866Z digest=sha256:c448932be0f524153723b3895370809658148107743d70d6dbb4358dbdc23edb

Observation 91508baa-3e10-4ff8-b612-fdeaaec1fccf · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation React: Synergizing reasoning and acting in language models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:38.016304Z

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=2026-05-08T15:34:46.766866Z digest=sha256:40e2b52fea8af1563781422090e0791a22a98ab979cf3d0751fff0afedcbddda

Observation 8e747551-96ef-479c-9fb1-1c6c89a867a5 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Self-refine: Iterative refinement with self-feedback

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.913195Z

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=2026-05-08T15:34:46.766866Z digest=sha256:46775763aa07218e77d8b2c69c764e0d3cb93c29c471940c6ebb9c11404a8787

Observation c8893f7f-1210-4838-b562-b9edba567743 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Reflexion: Language agents with verbal reinforcement learning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.925834Z

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=2026-05-08T15:34:46.766866Z digest=sha256:010453ecddfd5ed72093421dadc5df33fee4bd39845deceaf2fd4bb535f893bc

Observation f1095db3-d43f-4e63-ab29-32292282e527 · outbound

This paper cites Griffiths, Yuan Cao, and Karthik R Narasimhan.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Griffiths, Yuan Cao, and Karthik R Narasimhan

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.961841Z

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=2026-05-08T15:34:46.766866Z digest=sha256:1e883d5de8b1c11f8dbdf50b520d6259d26fd284f3942f0af630935da4571ed3

Observation e3d79e96-4028-454a-93e9-89368e37a17b · outbound

This paper cites Language agent tree search unifies reasoning, acting, and planning in language models.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Language agent tree search unifies reasoning, acting, and planning in language models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.974561Z

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=2026-05-08T15:34:46.766866Z digest=sha256:9d23e3b2db6ae58220daebac1a4b93e2d5de4a3444b4981f7b1dd053df953d0e

Observation 1c2ff0df-890c-4e6e-b86f-ef02a6138843 · outbound

This paper cites Chatdev: Communicative agents for software development.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Chatdev: Communicative agents for software development

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:38.004473Z

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=2026-05-08T15:34:46.766866Z digest=sha256:1514b66bc816fcbde2356ce1b78c8ffe0c1d64673244dba96b0c50b9abdd966a

Observation 0bd820f9-2e3a-4de4-84b6-4ef3508d94d7 · outbound

This paper cites Exploring the design of multi-agent llm dialogues for research ideation.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Exploring the design of multi-agent llm dialogues for research ideation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:38.000892Z

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=2026-05-08T15:34:46.766866Z digest=sha256:c789f5140f335b5c9ab29bdc5968a5dd7da92fa69566499c7cea5626ccb5b839

Observation 050f7e82-d15a-4256-84e9-b7baed46052d · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Graph of thoughts: Solving elaborate problems with large language models

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.908852Z

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=2026-05-08T15:34:46.766866Z digest=sha256:f0cceac79b3f7010ab85e034319feaf99e5294cd6ad3a016b3bfe54b9fdeee1f

Observation 7e6e4ec0-5ec0-42f7-93a3-3ca4a0613dd1 · outbound

This paper cites Plan-on-graph: Self- correcting adaptive planning of large language model on knowledge graphs.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Plan-on-graph: Self- correcting adaptive planning of large language model on knowledge graphs

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.916520Z

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=2026-05-08T15:34:46.766866Z digest=sha256:8b1549561e0c97a01f3786a97aadd27fe54d90f19eb57d4ad858966b022d0784

Observation 6f2a927e-f07b-4605-ae0c-aad7d00ead9d · outbound

This paper cites Agent planning with world knowledge model.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Agent planning with world knowledge model

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.934831Z

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=2026-05-08T15:34:46.766866Z digest=sha256:0d21580ea6a558dd331cbb70ac23bb2f16b725574cd7f1cd2af51e19a5a33ece

Observation fe5bbddf-3287-4517-8e4f-41725bc3314f · outbound

This paper cites S-dag: A subject-based directed acyclic graph for multi-agent heterogeneous reasoning.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation S-dag: A subject-based directed acyclic graph for multi-agent heterogeneous reasoning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.990333Z

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=2026-05-08T15:34:46.766866Z digest=sha256:54bd60b2eb6b111dc9bdc6a9dbb62c1019bf360d54edf0a3836169c1df9e6354

Observation eb27f22d-da4a-4595-ac8a-4764d25355b5 · outbound

This paper cites G-memory: Tracing hierarchical memory for multi-agent systems.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation G-memory: Tracing hierarchical memory for multi-agent systems

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.986365Z

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=2026-05-08T15:34:46.766866Z digest=sha256:e0c84305a3b7025a789de599028109d0cb131b078b7ab441612d1deb5156ecf1

Observation a76be09c-fab5-43ce-9556-1d877defca12 · outbound

This paper cites Hybridflow: Resource-adaptive subtask routing for efficient edge-cloud llm inference.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Hybridflow: Resource-adaptive subtask routing for efficient edge-cloud llm inference

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:36:06.817822Z

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=2026-05-08T15:34:46.766866Z digest=sha256:f44e4a49c36420c90892f4259ea23822171bbf15d426d4c229bc9f0e2e55165e

Observation cab0e32b-6742-4127-a589-691a67c91c5f · outbound

This paper cites Qwen3 Technical Report.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Qwen3 Technical Report

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-11T18:36:06.837424Z

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=2026-05-08T15:34:46.766866Z digest=sha256:92732ba69f3c09088f39ce7b5fdcdf60b5c5517ab109ca4a420d7a00713aa66c

Observation 0cee5a64-cfd8-4cf0-983e-e1b9101ddb34 · outbound

This paper cites stress-testing.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation stress-testing

Reference 36

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T11:17:38.008268Z

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=2026-05-08T15:34:46.766866Z digest=sha256:e01800b3eb4e22b1c079bf40fad2771755b61df48d55fe9c72250601285ae767

Observation ee82344f-5477-4ac9-b4d3-0703b53c58c9 · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.965537Z

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=2026-05-08T15:34:46.766866Z digest=sha256:f60466773858ddcab2d70de73a69f9aa1630046851f7b8cf3ca2a48a2aba888c

Observation 7eb15b94-220d-4404-84d2-112afc1d577c · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.962229Z

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=2026-05-08T15:34:46.766866Z digest=sha256:ceb5507b829158a1a9a2de8b3c353ede2cf195319d01aa00b01205984fe5a608

Observation 0acb3f81-7099-4571-a808-0816a2ad2b11 · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.968928Z

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=2026-05-08T15:34:46.766866Z digest=sha256:35b179280f766df24fe2670f3bd5cf0046a3f903bf88afd1cac3dc785f34e1c4

Observation e8e37ff8-280d-4d6a-8928-ebc233f8c05d · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.972550Z

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=2026-05-08T15:34:46.766866Z digest=sha256:c422bb2c688e834e352f2c33b05a75f664c3ef23aa3e82fc6f00985b47a758d3

Observation 80cd59d8-99b6-4d58-ac25-faa91dc14b7f · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.982787Z

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=2026-05-08T15:34:46.766866Z digest=sha256:d1e42d3bdf3619ba450b66e246749c106d2309c29b3301ec3143ebe97f308f2a

Observation f382e7c7-2c5a-4b91-a807-0ade06957e9b · outbound

This paper cites an unresolved cited work.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-26T11:17:37.953994Z

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=2026-05-08T15:34:46.766866Z digest=sha256:4754b8981d0448079862fe69447824c78b1ee18b93ec80c513bea5943654e23e

Observation 13b233b3-e8cb-473f-8d9d-af01e8e0f0e8 · outbound

This paper cites Scope of validation.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Scope of validation

Reference 43

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T11:17:37.958334Z

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=2026-05-08T15:34:46.766866Z digest=sha256:256d695ab3ddca488335b1469e2e110e8b1a9fe4465d8e1abbb964db292f05dd

Observation 9a3c13ae-f0c6-4e69-8aa2-28721df041e0 · outbound

This paper cites Reviewer Pool.

Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation Reviewer Pool

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T11:17:37.979598Z

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=2026-05-08T15:34:46.766866Z digest=sha256:e7f2c4670042aa4acc317d516ead20c708be2b6d04df74eef8d6ae9df7a5eaf3

Pith citing papers

Observation 325bc8ad-b143-4307-84cd-5a43305569d7 · inbound

BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration cites this paper.

BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-05T01:00:59.914720Z

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=2026-08-05T01:00:59.782818Z digest=sha256:d9e63a8a420cf2bbcebbe1f28f1b363266c5b68da1a5aa64b646969c3bb5b62f