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Paper Citation Record · LEDGER

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation

As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2607.29010.

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

pith.paper-citation-record.v1
2607.29010 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:30:05.060588Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

65 of 65 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved65
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4fa7eefb-294b-4364-96c8-0a11d9fd0eed · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.233810Z digest=sha256:2449e7c3a4780077125567a710a8924b8460636f2488279036a7f3453409eff7

Observation a630ea69-bbc8-487c-ad8e-f003058d14b6 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.282830Z digest=sha256:f0b5675ce8d3a5be1ae92cc15c4423f3b163961df23f57f37b0af0f1b410b6ac

Observation d9fb73bd-74ca-4f37-8419-d3f073e255d0 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 3

Resolution
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no resolver link, observed 2026-08-03T15:29:58.410968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.410968Z digest=sha256:d708bdf46ee2edbe9dfd1e523f6388bbaf2982be1c26d5a4234b635ee62c5b8e

Observation 71209c9b-57d1-4be7-b284-077531111246 · outbound

This paper cites LASAR: Latent Adaptive Semantic Aligned Reasoning for Generative Recommendation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation LASAR: Latent Adaptive Semantic Aligned Reasoning for Generative Recommendation

Reference 4

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no resolver link, observed 2026-08-03T15:29:58.582463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.582463Z digest=sha256:f7c260335cd15af29f35578e2abcd5ac494c55e7c5e1ee70a5a9d1dafcca25a5

Observation 50bfd9f3-1062-4d5d-a609-15291c148139 · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.706983Z digest=sha256:358aa93ea6d55cf91fbd07fe3636da16fdac2234b1f063e9619baaf4c9cc4a20

Observation 7e432444-a9ea-42cb-9929-01eb97f9e573 · outbound

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution
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no resolver link, observed 2026-08-03T15:29:58.826144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.826144Z digest=sha256:2561cf47538ec2412adf378d8415034defea8ce1b3ef9a65fabae492b7382c75

Observation f3170dc9-caaa-45bd-ba42-c3aa49b90ea1 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 7

Resolution
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no resolver link, observed 2026-08-03T15:29:58.926946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:58.926946Z digest=sha256:ad69d6ac51e65d6801a5d19dc6b31ae67c65309ed109e1c5e8140e994bf1df74

Observation 73401ac0-0666-49b5-b1d4-e6e2d1aad336 · outbound

This paper cites Flow-OPD: On-Policy Distillation for Flow Matching Models.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Flow-OPD: On-Policy Distillation for Flow Matching Models

Reference 8

Resolution
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no resolver link, observed 2026-08-03T15:29:59.022263Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:59.022263Z digest=sha256:a13ac428d0b6797b6b4a6802551953b35be89c45d5d5ddb6d1a2a1995e00bf56

Observation d3f1e975-6dda-4a50-bd54-2447cb285842 · outbound

This paper cites Factorized Latent Reasoning for LLM-based Recommendation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Factorized Latent Reasoning for LLM-based Recommendation

Reference 9

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source=pdf_text observed=2026-08-03T15:29:59.072317Z digest=sha256:99d5cf8f61cf0292748248564b15bc28e8b718e11cc5b41bb668fde65efbaa22

Observation c01fc15b-8c95-476b-a574-42258e879df3 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:59.292995Z digest=sha256:cfa9ed874c809c6c4efb81a01012a8a94187bc3bba5a3afdee64b6fb4bdd8c98

Observation 10823009-d35c-432e-a63c-64b0ff25c752 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-03T15:29:59.461366Z digest=sha256:c91009e544506349254906e25b72d2485caabd98101380e6fc07ab3f67fc9c2e

Observation f09f2dc6-6094-4121-b488-13222e5450d1 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Training Large Language Models to Reason in a Continuous Latent Space

Reference 12

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source=pdf_text observed=2026-08-03T15:29:59.639190Z digest=sha256:488ad793dcf3545b37de743d5d11184264cb414e69fca0d058bb7f26a02f1dfc

Observation cdbf1fa1-f870-4aca-a144-9aa6fbea229c · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 13

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unresolved
no resolver link, observed 2026-08-03T15:29:59.765549Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:59.765549Z digest=sha256:b3c9f88c28af872e11aaaf6479e1e039828dc3b54db0949b9b0b930110012f55

Observation 6fbdf9ed-1ea1-4d64-a501-d9d1a116ee08 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-03T15:29:59.857388Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:29:59.857388Z digest=sha256:3627301652915fde856c229f02b4bb74fed9b67f52981009d7a908decb5ecd9a

Observation f1652b6b-8cde-4a60-bc5f-0ba2f2e24dd3 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Distilling the Knowledge in a Neural Network

Reference 15

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no resolver link, observed 2026-08-03T15:30:00.171076Z

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source=pdf_text observed=2026-08-03T15:30:00.171076Z digest=sha256:9d7725e7c8e11a8ebf1e977510a71f3254c32043a5154630898586a213b5a34f

Observation 4d206380-9b17-4670-b085-e9060be085a1 · outbound

This paper cites Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe

Reference 16

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no resolver link, observed 2026-08-03T15:30:00.290687Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:00.290687Z digest=sha256:77330917a99b9d1ea8d65539f5b7d663e757165a6e0ef90fec48e75039581bce

Observation 1f4110bf-3ff9-40de-b50f-d53b682a0a8c · outbound

This paper cites D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models

Reference 17

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no resolver link, observed 2026-08-03T15:30:00.385798Z

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source=pdf_text observed=2026-08-03T15:30:00.385798Z digest=sha256:2b2f0c0bc33f2fc983cc649e947634143351bc97b6547864b5c057c1cc8ff47e

Observation 47b0cce5-aa49-4928-b357-af8fbb80cbf9 · outbound

This paper cites Trajectory-Refined Distillation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Trajectory-Refined Distillation

Reference 18

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source=pdf_text observed=2026-08-03T15:30:00.490830Z digest=sha256:f989c56c3709ed2c8df8130022c72f006e155a93dde0d471cc1e9d9ffafcb301

Observation 0f20630c-807b-4602-a960-faa42d7c7f2c · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-03T15:30:00.564992Z

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source=pdf_text observed=2026-08-03T15:30:00.564992Z digest=sha256:d7ed608233abb06213430ecaa6535bc96448fa7dec32dbe866dd9826c86d05fb

Observation 9b56b230-dbb3-44ec-a9b9-8812c7573083 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-03T15:30:00.678271Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:00.678271Z digest=sha256:e7ada84f881a42dfcc41465bc6be93c5033fd9da91057d421bde215ea3e106b6

Observation a6468db6-8693-4fe1-a504-eee1c8b85e68 · outbound

This paper cites Inducing Reasoning Primitives from Agent Traces.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Inducing Reasoning Primitives from Agent Traces

Reference 21

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source=pdf_text observed=2026-08-03T15:30:00.884536Z digest=sha256:7394017e27bc6c5a8141908d87120a264e40fb25dacd84c464904d7a63549645

Observation b61d1e73-a718-4710-b87a-b991777c00cd · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:00.986649Z digest=sha256:c0fe31ae0bc0a201d71459c071c75e84de03809b150f92ac92d585d13a8f46ac

Observation f84e4b93-9488-41ba-bfd5-e276f491d338 · outbound

This paper cites Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models

Reference 23

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source=pdf_text observed=2026-08-03T15:30:01.193111Z digest=sha256:b1e9371c19746682ece5fbf719b1f8103144d94f3c89783aeeb1ab0ae553fed7

Observation 448317fb-d615-4032-b857-f5a023811502 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-03T15:30:01.281126Z digest=sha256:634d9b1e8b49117ac93e18273b23462767e8bb16b86a125b53dafc225e607488

Observation fe329841-b873-4f00-8767-0911c444233e · outbound

This paper cites LARES: Latent Reasoning for Sequential Recommendation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 25

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source=pdf_text observed=2026-08-03T15:30:01.442749Z digest=sha256:13562ded651995a6a7d2c2eaba597b79a5cd43879dc5be4a31fcc9291db7c6ca

Observation 09266315-5b7c-4285-8afa-accdb0de978a · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:01.527048Z digest=sha256:d611358b374c318cfaa9b7bfe59e3f8346126a52cb60f7560500c74686154594

Observation eb4cb58f-3dbc-4117-9525-8d65cb383d85 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-03T15:30:01.756328Z digest=sha256:d54a986b6d6c3d8f848e68c019ae0c5d8442541fe693ff4f36d6eeae95403067

Observation f8f0d2a3-c476-46fa-889c-a629daecb1e6 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-03T15:30:01.847098Z digest=sha256:b809404cf0e9660b8b5113d5f23711aee9b37b530407c4c94e6d75065f599091

Observation 2fdbd909-fffb-4a89-b126-5e5453c86858 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-03T15:30:01.973474Z digest=sha256:a38180531f64e440b95fa627e27d1437a838f3253083525e5979569665fdfcaf

Observation 1be0a625-2760-437f-935f-6566e105b514 · outbound

This paper cites A Survey of On-Policy Distillation for Large Language Models.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation A Survey of On-Policy Distillation for Large Language Models

Reference 30

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source=pdf_text observed=2026-08-03T15:30:02.034149Z digest=sha256:2b6cd19b7a2f2225b34ae95d978c3b6e1f0dd8449298ac66c93520599b7f2da4

Observation c2077bea-3bab-4d6a-be01-af54833c8c11 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-03T15:30:01.675826Z digest=sha256:0ddb8cd2b2173fa41f1379462d696298c0f1a93fb01fc5300607e5c4b4df3822

Observation fddb0403-2d09-4cae-9af8-653c635fa521 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-03T15:30:02.238087Z digest=sha256:fba15fdd7eaa2d12e0d7361f59174263cf01447081b4ef8122e066c1965299aa

Observation 0a5f0666-4e47-47f1-bde9-c20c58ebba53 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 33

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source=pdf_text observed=2026-08-03T15:30:02.444956Z digest=sha256:85ed43e8b7b02eaf32d011ae9e62d3832df15a386260a90a67acc67e5814f435

Observation 19d10c43-2f5b-41c7-9d62-e0c962bb3ced · outbound

This paper cites OneReason Technical Report.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation OneReason Technical Report

Reference 34

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source=pdf_text observed=2026-08-03T15:30:02.512323Z digest=sha256:9716b9ff5a74a0ad71720e85a7cdb82b1cab91301853f27c1252cabc12b6e647

Observation c931cb43-2942-41c5-841f-78cf4fc751f3 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-03T15:30:02.593170Z digest=sha256:5102097328536b05ab70ea8af1bcacab46293a0445f64d7a4490c375881cb0ea

Observation 3ca41f41-573a-42b6-bb08-c1ab34fa2788 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-03T15:30:02.682113Z digest=sha256:f5c04429961b38b3c9116b8a91d7a301552feaef051aa05661d3a51e8c0b0a1b

Observation 61ca6ec5-0aac-4ae7-b340-d6ac1814d7b3 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-03T15:30:02.147259Z digest=sha256:96b36b962bf5c58a11914c7fc57a900e7c0ca8119ba0f4241ab3ee2b1a1ef285

Observation 9e5a522c-e2f9-4ce0-bc5e-a1b06abc13a1 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-03T15:30:02.915813Z digest=sha256:5d3f4fe9a82c5f301ccc35f3f3c504e11951a112bac5e03dc11f852898c725ce

Observation 18396eac-f03c-4081-9231-670f17a4f68b · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-03T15:30:02.332434Z digest=sha256:642e303768b918330b51be18d24e9813012f5240a3d544e8bf2f2c1bb8c702af

Observation b2b4eb5f-52f3-4619-9d3a-4f143b6138a4 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 40

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.094946Z digest=sha256:b7c16f3355592519fea6d90e8a9390b9c47205af8ebfc3a822ea319648e8a2e7

Observation 4f56b06f-340f-4dcc-840a-913d6367ab4d · outbound

This paper cites OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning

Reference 41

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source=pdf_text observed=2026-08-03T15:30:03.202181Z digest=sha256:05bd302aafcc58378218e3585b81cc5bfb2a49aec4ca67389c2fb99afdb5866e

Observation b44dc705-0632-469d-af28-b24f3c5bdce2 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.319931Z digest=sha256:508686aa108a14ba89d787812fa921241bd6ffb23db7f7373ef8f77b9b8249ac

Observation 82b34f7e-4fcb-42c9-9c09-36f0550ffd48 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-03T15:30:03.565373Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.565373Z digest=sha256:4aba4890490671cab73842530e8c0b38be5c1222f94327dbb6a47edc6e842427

Observation 2530b23c-e47a-438c-ba50-134125a446bb · outbound

This paper cites SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Reference 44

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no resolver link, observed 2026-08-03T15:30:02.812777Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:02.812777Z digest=sha256:febaa76e651d2af86fdec25a578be36f6606cff06a8cb7a331c7a6df04ed2cdb

Observation 98c69da6-d0ef-4147-b3fa-9ab9c1cd0553 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-03T15:30:03.722331Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.722331Z digest=sha256:14998c2b9effaedf608cca1241e332e99f1568b40ccae5fdc63ad20c6b750ce5

Observation f04eac24-b033-4397-b849-ee5f76e59fb0 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-03T15:30:03.009064Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.009064Z digest=sha256:a83c78d055d7c3ee38d97665722ae92daa438c431c84c527403ed32c1916b06b

Observation ceed71d2-3024-4c36-8072-f93a871f0713 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:03.934753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:03.934753Z digest=sha256:7e2915595c3a04230c67b4a0ab8f93bb835a624ec0b98cdb71e5cd0e40453bcb

Observation 4d68f4e8-8edf-468f-a534-8b38c7a426bf · outbound

This paper cites Prefix-Guided On-Policy Distillation: Mining Golden Trajectories from Rollouts.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Prefix-Guided On-Policy Distillation: Mining Golden Trajectories from Rollouts

Reference 48

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no resolver link, observed 2026-08-03T15:30:04.059671Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:04.059671Z digest=sha256:228501a307ac1240d9e6f6be88354f1ccac411fd042887731e8dd69a230a6175

Observation de9f66a1-ed32-4b93-adb5-3e3d005c1756 · outbound

This paper cites Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning

Reference 49

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no resolver link, observed 2026-08-03T15:30:04.199037Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:04.199037Z digest=sha256:3f0dd01e130a49cf34d9b1cb7500c89d160fc7bdce1f01ebb1cdfd4b66fef55f

Observation eb0e890e-4eb7-4965-ab66-a0a520e81390 · outbound

This paper cites Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:03.450862Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:03.450862Z digest=sha256:83a7c6a937d5cfaae55c2e93bfcd191ef1a33f1eb6ed35522d246315809b892a

Observation 7e5b01b8-1cd9-49d2-b2af-73a97c847b48 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 51

Resolution
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no resolver link, observed 2026-08-03T15:30:04.422163Z

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source=pdf_text observed=2026-08-03T15:30:04.422163Z digest=sha256:7f226f668c3b43a2091fe67909bc7d918f081bd07bc34ac2485c0fa5e23cb93e

Observation fb1f5113-06cc-4f90-9d82-b68176390b07 · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 52

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source=pdf_text observed=2026-08-03T15:30:03.634087Z digest=sha256:2079fbe56910deb4bee8d33947a23be892ce77b687ca943be0a30837e22aea2f

Observation c5eebe51-5c0f-4671-8029-fd9c57a1ceac · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-03T15:30:04.626154Z digest=sha256:f6caa98bb473c204b11f3d3fa145277f827c0f10daa4af44a600c6d6514dd034

Observation a08bd2dc-1448-40a6-8117-0ff6f5efe91d · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-03T15:30:03.821003Z digest=sha256:ad022de6efd9ce19cfae5357354d80a2345f8e9829a38f635e091cd6949f5582

Observation ce181fe4-5c78-49d9-8570-07fd8c2fc142 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 55

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no resolver link, observed 2026-08-03T15:30:04.801042Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:04.801042Z digest=sha256:2d1c6f3d6814972655c75dd51de0941a79a3e36118367f60aadb6663ae3823a1

Observation 7862583a-00af-4dcf-a1c5-728178211f3c · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-03T15:30:05.060588Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:05.060588Z digest=sha256:46dff69b60b4f3a0ffba530d84ba36756317bb33b50f06f561f660380ffa0437

Observation a38a85e8-97e3-4396-b78f-6dffcf1f4fda · outbound

This paper cites RecGPT-V3 Technical Report.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation RecGPT-V3 Technical Report

Reference 58

Resolution
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no resolver link, observed 2026-08-03T15:30:04.315177Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T15:30:04.315177Z digest=sha256:a3078cafc8011214c7f0275db3ea86266b3e084c069707fae3e3bf936cde617c

Observation 9ac94131-3ac9-4505-a9da-83b605b12cdb · outbound

This paper cites TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Reference 60

Resolution
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no resolver link, observed 2026-08-03T15:30:04.524394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:04.524394Z digest=sha256:f33794baf0a5c5ba3d39f2399d073cd2cad97466bd72afb512da54de6edc839e

Observation a571c856-a2cf-4195-a9a0-59e3ed1126c6 · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 62

Resolution
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no resolver link, observed 2026-08-03T15:30:04.748693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:04.748693Z digest=sha256:38abb243d712957350b2350a077c146b6456a82b1c108c51bf34e4305886f613

Observation 1c74bb90-2789-4131-9f9d-1a6be1377e98 · outbound

This paper cites SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks

Reference 64

Resolution
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no resolver link, observed 2026-08-03T15:30:04.906512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:04.906512Z digest=sha256:8a17f0594176194f6622beb8e9e36fc178bd1fc91d7aef757edfc52f8bd5af27

Observation cb4583d9-539e-48dd-a4c2-dcd0021f50a4 · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2015

Resolution
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no resolver link, observed 2026-08-03T15:30:00.088824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:00.088824Z digest=sha256:24ab8e2f58c367a6f6a8c26b823440c5da5282df70fb30e3ac238860defe6aff

Observation 506649c9-adda-44d3-8dcc-959afd5b08ee · outbound

This paper cites an unresolved cited work.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:01.909888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:01.909888Z digest=sha256:4e832f0d5ff5fbdb2be3a49a7cfa1f109784ca0a736848544c57547fee73a40b

Observation 224b06b4-c96a-4c80-b5d7-787edf7fec68 · outbound

This paper cites Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Reference 2024

Resolution
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no resolver link, observed 2026-08-03T15:30:01.348232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:01.348232Z digest=sha256:34a85b3d07d89299a0f1a86f56a3c397e8e1d61e589d15a1cc5c18ca3f505209

Observation eb10d926-89bb-4182-9d50-9584e1d65dfc · outbound

This paper cites KaVa: Latent Reasoning via Compressed KV-Cache Distillation.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation KaVa: Latent Reasoning via Compressed KV-Cache Distillation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:00.766699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:00.766699Z digest=sha256:68137f3eae615a4e08547d29249259e32ca3655e740ec4bccc8346566486c198

Observation 09d3c1f3-c066-4967-a71c-eaaffacc1212 · outbound

This paper cites Multi-Turn On-Policy Distillation with Prefix Replay.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Multi-Turn On-Policy Distillation with Prefix Replay

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:01.059028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:30:01.059028Z digest=sha256:e7b81af7e3577d955dc781563fdd275d44e2f35590bd0ae1e68106df4b99e2db

Pith citing papers

No inbound Pith citation observations are available.