Paper Citation Record · LEDGER

RiOT: Efficient Prompt Refinement with Residual Optimization Tree

As of 20 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2506.16389.

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

pith.paper-citation-record.v1
2506.16389 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:31:45.949488Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:45:52.675056Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

verified exact3
verified fuzzy2
unresolved52
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e610697-3bf6-4b62-bb5a-e3f1f1b7c01f · outbound

This paper cites online" 'onlinestring :=.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.758106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0d31dc5-7672-4a9e-bd21-46d018fa1b9a · outbound

This paper cites write newline.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.762581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fcdaad-5877-4aa9-9778-ea3d33870f76 · outbound

This paper cites GPT-4 Technical Report.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.766296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc5d44a-6c76-477b-be99-a9d8510ebc1a · outbound

This paper cites Prompt Design and Engineering: Introduction and Advanced Methods.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Prompt Design and Engineering: Introduction and Advanced Methods

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.769812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5ca91b-8e28-4675-8add-a76398659e97 · outbound

This paper cites Qwen2.5-VL Technical Report.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Qwen2.5-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.773548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc2ecf1-bf59-471e-991a-ccd202e812fa · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.638992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e6924f67-a593-4d91-8e10-79ccb582fb2e · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree On the Opportunities and Risks of Foundation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.780747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907d46a4-6f00-4e6b-a015-154d24875a40 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.784163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b4a282-ee90-4e16-a0cc-e7e5e1c82a9c · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.787525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d8a1316-0b0b-4db2-bcd5-040503042c62 · outbound

This paper cites ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.790562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb99ad81-d42f-4dda-8a52-5c6d746d5cd1 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-15T19:31:46.057231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0216b504-969d-4c6d-b4fc-1b1d090acffc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Training Verifiers to Solve Math Word Problems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.797511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5945c8-649c-432e-b068-7a87d5ddad2c · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.800778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d3f998-c176-4ce3-8e00-b3ed7a21da5c · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.804136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d19e590-529b-4c3c-b7aa-d31ce37229af · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.807266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb3ed5f-3454-4b69-8b50-736dd2487aeb · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.810753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e843c297-2ef7-43d8-b251-ea889e14d796 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-15T19:31:45.813714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4586c3e4-d988-47e1-8fdc-45ab53f1beca · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.816795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4463c4a-fb36-4814-9e27-491ea0809502 · outbound

This paper cites HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.820094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1080c5c9-fd64-4870-93b5-1fcb16b090cd · outbound

This paper cites Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.823618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82160b8-5af3-4656-824b-20c2587fc7ab · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T19:31:46.024945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 109e3e8d-2ec2-418f-be28-f26ef0ed8efa · outbound

This paper cites Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:31:46.257862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 870ccefd-442c-43ac-b57e-c7e21f25ef76 · outbound

This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.833514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d4d6af-ce18-4cb1-9e54-9c1cabe1b573 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.610327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be6b5984-29a6-4c36-8877-1477550db522 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.599824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c01a146-8e5f-4296-af8f-9bd233657b82 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.843611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b624b63d-2b62-42bb-b3e6-d1ad9cd84454 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.846830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e6fd5a0-1f98-41bc-9705-a21a6f9db3e7 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.850413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6322f43-bb35-485f-acd8-219fccc30b61 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.853885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57ae881-6dc1-4bdb-9e09-32184778a402 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.857169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de616ca2-3a2e-4bf4-bd41-81113285d108 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.572507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 094ffda6-ed60-4c6b-adb7-b00906c3e61d · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.562087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cfbd30df-3ca6-4a0e-baa5-0fa6599984d3 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.551885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 997f95f4-8ba1-4ffb-b407-2050ad914edc · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.870488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b929d0a-528f-4b13-ba7e-f13549b65d39 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.535631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7b01451-3324-456a-8ab5-6df512863277 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.524588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 734fa178-f266-4f25-9fc7-d64f24b5e962 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.513136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3efc940c-0817-4d4a-912f-24d55298fe6c · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.883957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 343877ef-e834-4b6d-974d-5a73ebf91312 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.887284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89fa8134-619e-4c66-9114-dc06363a3d01 · outbound

This paper cites Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.890490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffca3082-0cad-4563-a3bb-15d72fff56e3 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.894068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fc72af8-b4e2-47df-b007-de946efae97b · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.497162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4a262a7e-713f-4db1-bd69-b5fbe5fbd903 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.900368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271724bd-457b-4b63-9682-1bc262afdb87 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.904108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bda2dbf-e7e3-483e-a6c3-590b3105451e · outbound

This paper cites Logan IV, Eric Wallace, and Sameer Singh.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Logan IV, Eric Wallace, and Sameer Singh

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.907287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490beb2c-7dfe-4335-8a3b-3f19a55a00cb · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.481762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1fe9d177-3fe8-4c77-a4b7-ba64bb9a8a2e · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.472030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1586c3a0-6589-4dd1-b44e-a0b937b3fb15 · outbound

This paper cites Le, Ed H.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Le, Ed H

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.916740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cee1a38-c5a6-4b36-8b7f-5ada18703b50 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.919962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafc36a0-1079-4fdb-a0f5-123a6ce95a9f · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85a1188-0e51-4cae-bb46-4d0b025a4c69 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:31:46.455618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0794c232-5134-4773-805b-17b955cff406 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.929390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bec112d-0dfe-44be-ae1a-4dbf36229e10 · outbound

This paper cites Le, Denny Zhou, and Xinyun Chen.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Le, Denny Zhou, and Xinyun Chen

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:31:46.445207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd2f1f92-3a52-4011-b491-5c459c6a696a · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.936244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2555c2a-630c-4426-bea2-91fc1a15d667 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree TextGrad: Automatic "Differentiation" via Text

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.939560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 160d7530-86fe-496a-8da7-746c82caed49 · outbound

This paper cites Gonzalez.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Gonzalez

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:31:46.427698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3c8831f7-84a3-44ee-8608-7958dec3dcf1 · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.946396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dbb3197-f4f8-4523-99e4-01cea3d4b12b · outbound

This paper cites an unresolved cited work.

RiOT: Efficient Prompt Refinement with Residual Optimization Tree Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T19:31:45.949488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6eb81169-c170-43a8-a0c4-552372f05d11 · inbound

Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination cites this paper.

Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination RiOT: Efficient Prompt Refinement with Residual Optimization Tree

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T16:45:52.675056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.