Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T13:16:27.293449Z
Paper Citation Record · LEDGER
ThetaEvolve: Test-time Learning on Open Problems
As of 5 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 42 inbound Pith citation observations for arXiv:2511.23473.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:20:38.862341Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T18:17:33.886949Z
Reference resolution
50 of 50 outbound references displayed
- verified exact2
- verified fuzzy19
- unresolved28
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1b0b2d8a-1d75-447c-9764-7a64e8d2eed6 · outbound
This paper cites Spurious Rewards: Rethinking Training Signals in RLVR.
ThetaEvolve: Test-time Learning on Open Problems Spurious Rewards: Rethinking Training Signals in RLVR
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T13:37:51.161107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a883baea-6ea6-4673-943a-2f103ac11b72 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.440658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 26d29e7d-b4c4-4660-9908-b32d142daa86 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.443414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e2b04d6-f6c4-43c1-80ca-4fe352ba9275 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.331469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5c9f9d8f-29d7-4b1f-969c-bbc84776a2e5 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.333847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f78866e3-0641-4267-b5b2-09d76b2f0bf3 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.336268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e77a1c4c-8fd2-4911-a1b4-adbac148c6ed · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.338765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 19356279-e969-457c-b340-f5e67f4a8412 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.341195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9cbc7e5d-9e93-42c6-9d79-707fe69b0ffc · outbound
This paper cites ""Evaluates a sequence of coefficients.
ThetaEvolve: Test-time Learning on Open Problems ""Evaluates a sequence of coefficients
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.344079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fb20dccb-b1ea-408f-9e0d-578679a70055 · outbound
This paper cites window" or.
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.346431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e71d16dd-6b75-4780-b154-5053291ca4d4 · outbound
This paper cites A cosine-based function is an excellent starting point.
ThetaEvolve: Test-time Learning on Open Problems A cosine-based function is an excellent starting point
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.348748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6fe6b5e-936d-498d-a066-48f3718349c1 · outbound
This paper cites - amplitude (A) and modulation (B): Controls the scale and contrast of the function.
ThetaEvolve: Test-time Learning on Open Problems - amplitude (A) and modulation (B): Controls the scale and contrast of the function
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.351200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fb0ff923-a2c7-4b49-b908-73c1a320eea9 · outbound
This paper cites window * oscillation.
ThetaEvolve: Test-time Learning on Open Problems window * oscillation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.354114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a5dec408-09f5-4769-8af6-8a4543dc7372 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.356367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 35b1ebf0-68ee-4893-a9a7-250e996ce493 · outbound
This paper cites Start with larger changes (e.g., +/- 0.05) to explore the local landscape, then gradually decrease the step size (e.g., to +/- 0.01, then +/- 0.001) to fine-tune the solution.
ThetaEvolve: Test-time Learning on Open Problems Start with larger changes (e.g., +/- 0.05) to explore the local landscape, then gradually decrease the step size (e.g., to +/- 0.01, then +/- 0.001) to fine-tune the solution
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.361129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d6dcd50-5c91-457d-80e0-5505e7090884 · outbound
This paper cites Focus your perturbations on and around these critical indices, as they have the most impact on the C3 score.
ThetaEvolve: Test-time Learning on Open Problems Focus your perturbations on and around these critical indices, as they have the most impact on the C3 score
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.363460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 85f6bec2-355e-4f50-98f3-46708ae1b184 · outbound
This paper cites If the search stagnates for hundreds of iterations, introduce a larger, random perturbation to jump to a new region.
ThetaEvolve: Test-time Learning on Open Problems If the search stagnates for hundreds of iterations, introduce a larger, random perturbation to jump to a new region
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.366110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c2a2ed2d-7ae2-4a84-b384-8bb4f93a806f · outbound
This paper cites Focus on making small, intelligent adjustments to an existing strong candidate.
ThetaEvolve: Test-time Learning on Open Problems Focus on making small, intelligent adjustments to an existing strong candidate
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.368525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fef3ffe8-0c37-4f55-89ae-905cd20a5d6f · outbound
This paper cites This combines oscillation with compact support naturally.
ThetaEvolve: Test-time Learning on Open Problems This combines oscillation with compact support naturally
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.371015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ffe9e6b-0fc5-4e5a-8ec6-db799d73613c · outbound
This paper cites These have unique spectral properties.
ThetaEvolve: Test-time Learning on Open Problems These have unique spectral properties
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.373460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b952a46-04f7-432f-923d-6bd7afb69047 · outbound
This paper cites This can spread the energy of the autoconvolution in novel ways.
ThetaEvolve: Test-time Learning on Open Problems This can spread the energy of the autoconvolution in novel ways
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.375995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf3d783b-da4a-43d0-9235-4e7cb1c9fdef · outbound
This paper cites Use an optimization routine to find the optimal coefficients for a small number of segments (e.g., 3-7).
ThetaEvolve: Test-time Learning on Open Problems Use an optimization routine to find the optimal coefficients for a small number of segments (e.g., 3-7)
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.378711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 118c549a-8083-48ba-9dc2-78dbc027ad60 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.380809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 53c7e944-f929-4d7c-8e14-e431e6df5f6d · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.382800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c18c4ef0-14a6-47d0-8ec2-2c1c56f7806d · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.385083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63fae083-3d05-43ff-bef5-dac733bc7c1d · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.387398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation adf8cb63-23dd-417d-ac2e-98e888c1f788 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.389706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f27856b3-029b-4f45-a1dc-1995940e69eb · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.392015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d15811e2-e498-4274-af3d-03dfb9a8beb8 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.394170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee06002b-f68e-4578-bf73-bdda259ebac1 · outbound
This paper cites New lower bounds for the maximal determinant problem.
ThetaEvolve: Test-time Learning on Open Problems New lower bounds for the maximal determinant problem
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T13:16:27.324987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f88bad86-c828-414b-bf1f-3ac9a464cbb8 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.396490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d315709c-6a90-4a82-8292-8a72dcb39447 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.398884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 20c98596-1686-4da0-8e4d-2038e99a298a · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.401245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e33967d9-4008-4853-be42-cdd3be4d47ad · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.403454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4cb2186e-1618-435e-afd8-e5df586f56c0 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.405668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 23272005-ae5f-4637-9187-eb463b0fae04 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.408072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a42f70ed-3f53-4bb8-bce6-bba4c47f8b18 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.409999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bb9ed186-0615-4960-b6ba-57eb24654781 · outbound
This paper cites Output format: Matrix in +/- format (+ for 1, - for -1), diagnostic info for debugging.
ThetaEvolve: Test-time Learning on Open Problems Output format: Matrix in +/- format (+ for 1, - for -1), diagnostic info for debugging
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.412708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d63d18a5-bd40-483a-8747-9beddccba6db · outbound
This paper cites OpenEvolve implements this hybrid approach, where each island is a relatively independent subgroup for evolution, and MAP-Elites provide feature bins for keeping diversity.
ThetaEvolve: Test-time Learning on Open Problems OpenEvolve implements this hybrid approach, where each island is a relatively independent subgroup for evolution, and MAP-Elites provide feature bins for keeping diversity
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.415406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e144f61f-20f7-4a8f-b38f-4e785d021b9c · outbound
This paper cites The resulting reward is therefore extremely sparse.
ThetaEvolve: Test-time Learning on Open Problems The resulting reward is therefore extremely sparse
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.417798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 26aae32f-12cb-4a5a-8333-9a73c489fe75 · outbound
This paper cites 1, Bottom), we attempt to sample Pi at each intermediate environment state with probability ϵθ,i (since we have Pi−1 in the database).
ThetaEvolve: Test-time Learning on Open Problems 1, Bottom), we attempt to sample Pi at each intermediate environment state with probability ϵθ,i (since we have Pi−1 in the database)
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.420602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a155fccd-d4ba-4a4c-8e4b-d10fdb6a4c67 · outbound
This paper cites ↑” corresponds to maximization task, and “↓.
ThetaEvolve: Test-time Learning on Open Problems ↑” corresponds to maximization task, and “↓
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.320874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 50d9210d-d602-489e-966c-5a52bebdb8a8 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.422643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3592d083-0477-462d-a32a-aeedf7cde164 · outbound
This paper cites Maximizes total radii ∑ 𝑟𝑖 through constrained optimization.
ThetaEvolve: Test-time Learning on Open Problems Maximizes total radii ∑ 𝑟𝑖 through constrained optimization
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.424836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 73456b53-a156-4fa7-a1ed-c05a83a4962a · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.426949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 44aee3cc-d2b1-4f68-bb02-0c3342737c78 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.429253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 878e4b8e-e5ed-4ce0-ae80-9dd853f9d684 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.431477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d146f90-d10a-414e-a009-ab962bdb0257 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.433727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6ec319d-e749-41a1-a86c-bc010534a625 · outbound
This paper cites an unresolved cited work.
ThetaEvolve: Test-time Learning on Open Problems Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T13:16:27.435956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dd774fdc-c3bd-4969-9ef9-7487ddf276ed · outbound
This paper cites 28 ThetaEvolve: Test-time Learning on Open Problems E.3.
ThetaEvolve: Test-time Learning on Open Problems 28 ThetaEvolve: Test-time Learning on Open Problems E.3
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T13:16:27.438137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 1cf6f01c-c5c6-486a-8609-8c586b528294 · inbound
Learning to Discover at Test Time cites this paper.
Learning to Discover at Test Time ThetaEvolve: Test-time Learning on Open Problems
Reference 78
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 20450dba-4e57-42b4-9b0e-998daf6ef18f · inbound
ImprovEvolve: Basin-Hopping Meets LLM-Guided Evolutionary Search cites this paper.
ImprovEvolve: Basin-Hopping Meets LLM-Guided Evolutionary Search ThetaEvolve: Test-time Learning on Open Problems
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T01:20:38.862341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcc6b573-14bf-4ab5-8655-81e59e74b78e · inbound
AI-Driven Research for Databases cites this paper.
AI-Driven Research for Databases ThetaEvolve: Test-time Learning on Open Problems
Reference 80
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2897c87d-055d-45e3-a706-ea95dfd78b8e · inbound
$k$-server-bench: Automating Potential Discovery for the $k$-Server Conjecture cites this paper.
$k$-server-bench: Automating Potential Discovery for the $k$-Server Conjecture ThetaEvolve: Test-time Learning on Open Problems
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 24bd64d5-7332-49cb-9897-bd9f5786e7b0 · inbound
Training-Free Test-Time Contrastive Learning for Large Language Models cites this paper.
Training-Free Test-Time Contrastive Learning for Large Language Models ThetaEvolve: Test-time Learning on Open Problems
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7b7a506d-db96-474c-ab0f-9466875b461f · inbound
Co-evolving Agent Architectures and Interpretable Reasoning for Automated Optimization cites this paper.
Co-evolving Agent Architectures and Interpretable Reasoning for Automated Optimization ThetaEvolve: Test-time Learning on Open Problems
Reference 116
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f94b049f-e6c6-494a-be35-9d2141074f7e · inbound
TurboEvolve: Towards Fast and Robust LLM-Driven Program Evolution cites this paper.
TurboEvolve: Towards Fast and Robust LLM-Driven Program Evolution ThetaEvolve: Test-time Learning on Open Problems
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63befd7f-f959-4eb3-94ce-cf431130789b · inbound
TEMPO: Scaling Test-time Training for Large Reasoning Models cites this paper.
TEMPO: Scaling Test-time Training for Large Reasoning Models ThetaEvolve: Test-time Learning on Open Problems
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a8c5454-8768-4352-8fcc-9eeac7b38d1c · inbound
Evaluation-driven Scaling for Scientific Discovery cites this paper.
Evaluation-driven Scaling for Scientific Discovery ThetaEvolve: Test-time Learning on Open Problems
Reference 153
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fc833639-8234-44e0-8d16-bd664dead047 · inbound
Agentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimization cites this paper.
Agentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimization ThetaEvolve: Test-time Learning on Open Problems
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a1d9d5af-3d65-40ad-9300-2f71e954d688 · inbound
Agentic-imodels: Evolving agentic interpretability tools via autoresearch cites this paper.
Agentic-imodels: Evolving agentic interpretability tools via autoresearch ThetaEvolve: Test-time Learning on Open Problems
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0f6419a-e3fd-462d-8e50-0efb9b7f8b77 · inbound
Grokability in five inequalities cites this paper.
Grokability in five inequalities ThetaEvolve: Test-time Learning on Open Problems
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b70c6919-0b71-4fed-9a06-14b2a9c4bdfe · inbound
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents cites this paper.
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents ThetaEvolve: Test-time Learning on Open Problems
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3522165a-4ee8-4e5b-bb82-ff5bf5958616 · inbound
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling cites this paper.
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling ThetaEvolve: Test-time Learning on Open Problems
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2e23bc28-5b1a-4604-b123-9707ca6a9404 · inbound
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling cites this paper.
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling ThetaEvolve: Test-time Learning on Open Problems
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f5b0e9b1-7ae4-4935-8e12-08d5bcad569f · inbound
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI cites this paper.
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI ThetaEvolve: Test-time Learning on Open Problems
Reference 103
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1a7daa79-3d90-4025-9f3c-aa44195dce4f · inbound
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI cites this paper.
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI ThetaEvolve: Test-time Learning on Open Problems
Reference 105
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T13:25:45.985871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66934df0-093d-4cf3-a374-23eaecaa0689 · inbound
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI cites this paper.
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI ThetaEvolve: Test-time Learning on Open Problems
Reference 104
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T17:14:49.310598Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c68eeb4-b1a0-4aeb-82ef-c2c613dadb07 · inbound
Evolutionary Ensemble of Agents cites this paper.
Evolutionary Ensemble of Agents ThetaEvolve: Test-time Learning on Open Problems
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2b237162-92d8-456e-92b6-a4a46bd183d8 · inbound
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces cites this paper.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces ThetaEvolve: Test-time Learning on Open Problems
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ccd29cbf-6e2c-403a-b3dc-dd4ae2581355 · inbound
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces cites this paper.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces ThetaEvolve: Test-time Learning on Open Problems
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.818134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fffd76c4-6f1a-4a68-99c0-8fb828ecd5be · inbound
Test-Time Learning with an Evolving Library cites this paper.
Test-Time Learning with an Evolving Library ThetaEvolve: Test-time Learning on Open Problems
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:16:27.444222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2de8f593-e5c3-4756-bef6-4561b0b13710 · inbound
Test-Time Learning with an Evolving Library cites this paper.
Test-Time Learning with an Evolving Library ThetaEvolve: Test-time Learning on Open Problems
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T14:06:42.860461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fbe71aa-b296-49cc-8ca6-d5f3ee103e6b · inbound
What Do Evolutionary Coding Agents Evolve? cites this paper.
What Do Evolutionary Coding Agents Evolve? ThetaEvolve: Test-time Learning on Open Problems
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T03:48:03.178985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f760132f-41f9-4d70-ad2e-e68dc1daf1e1 · inbound
Towards Direct Evaluation of Harness Optimizers via Priority Ranking cites this paper.
Towards Direct Evaluation of Harness Optimizers via Priority Ranking ThetaEvolve: Test-time Learning on Open Problems
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T06:14:40.377922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f142145-4ab3-4404-a382-097a58138ad6 · inbound
Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery cites this paper.
Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery ThetaEvolve: Test-time Learning on Open Problems
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-22T06:51:11.466203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fcf2e365-f14e-4bc0-aafc-b24a979c57b5 · inbound
Self-Improving Language Models with Bidirectional Evolutionary Search cites this paper.
Self-Improving Language Models with Bidirectional Evolutionary Search ThetaEvolve: Test-time Learning on Open Problems
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T13:03:26.460254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8cd6e9f5-ed6c-4133-a682-ccfee2bf5734 · inbound
GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization cites this paper.
GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization ThetaEvolve: Test-time Learning on Open Problems
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-06-28T23:12:46.935472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 22e8ac69-d832-45f6-9ac0-7547a6796d36 · inbound
Algorithmic algorithm development with LLMs: A Case Study on LLM-Usage for Contraction Order Optimization in Tensor Networks cites this paper.
Algorithmic algorithm development with LLMs: A Case Study on LLM-Usage for Contraction Order Optimization in Tensor Networks ThetaEvolve: Test-time Learning on Open Problems
Reference 68
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T23:16:23.674680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 445944ce-70bb-4e9f-b656-f9c88badf012 · inbound
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions cites this paper.
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions ThetaEvolve: Test-time Learning on Open Problems
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T23:26:21.720834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab4ddda3-4986-4f28-8273-a7a6384a9934 · inbound
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs cites this paper.
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs ThetaEvolve: Test-time Learning on Open Problems
Reference 33
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T16:17:09.454242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 113e936f-b4fd-4f90-bc22-e5cdb46be3f4 · inbound
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery cites this paper.
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery ThetaEvolve: Test-time Learning on Open Problems
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T15:18:33.579005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1d1370de-93a7-4de3-bf35-c6f7e371d72f · inbound
Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics cites this paper.
Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics ThetaEvolve: Test-time Learning on Open Problems
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T23:19:04.450047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6e7e1082-ea2f-4086-bae0-fa34e413ac75 · inbound
REVES: REvision and VErification--Augmented Training for Test-Time Scaling cites this paper.
REVES: REvision and VErification--Augmented Training for Test-Time Scaling ThetaEvolve: Test-time Learning on Open Problems
Reference 70
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T00:29:15.151400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 24086d70-993c-47f3-9c67-df795178f990 · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? ThetaEvolve: Test-time Learning on Open Problems
Reference 83
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T16:49:57.818940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c95fec7a-b7db-46bb-b9ac-468ec8cebb68 · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? ThetaEvolve: Test-time Learning on Open Problems
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T12:32:39.706055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 740cc2a5-3f1f-4296-a560-6e7bb945bca3 · inbound
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks cites this paper.
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks ThetaEvolve: Test-time Learning on Open Problems
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T09:24:32.743940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dcb9b04b-fbd9-4635-b2dd-70866373d9db · inbound
SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery cites this paper.
SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery ThetaEvolve: Test-time Learning on Open Problems
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:56:07.062101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4bee767-3ba8-4637-ada8-19d9bfc9f3fe · inbound
From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier cites this paper.
From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier ThetaEvolve: Test-time Learning on Open Problems
Reference 243
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T18:17:33.888221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65292e8a-214b-422f-a6f4-a0e91b46f96c · inbound
GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization cites this paper.
GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization ThetaEvolve: Test-time Learning on Open Problems
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T14:06:35.756620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3f65796-3dc7-4db1-a7d0-3574b1cd8629 · inbound
Automated Discovery Has No Universally Superior Harness cites this paper.
Automated Discovery Has No Universally Superior Harness ThetaEvolve: Test-time Learning on Open Problems
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:40:12.654826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d221d477-c10b-4927-91fe-6ba648b9939b · inbound
Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning cites this paper.
Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning ThetaEvolve: Test-time Learning on Open Problems
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:17:29.754644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.