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Paper Citation Record · LEDGER

LARES: Latent Reasoning for Sequential Recommendation

As of 23 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 13 inbound Pith citation observations for arXiv:2505.16865.

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

pith.paper-citation-record.v1
2505.16865 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:59:21.951041Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:30:24.642879Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:07:22.572249Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact4
  • verified fuzzy3
  • unresolved51
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76d66862-4568-4092-afb3-fd0d71329633 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.087566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.087566Z digest=sha256:6d4869b92444fcafc79f1d4509762e1206701a111530dc52c69c0b76ca16820d

Observation 48d919ac-50c4-4675-951f-725b4974bf9f · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.170238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.170238Z digest=sha256:c8281dbc01a57076066e96c56a40e448dde66b0347de0988715708321c7c9625

Observation c9c9fba1-25ae-4187-a1c4-7bed17d3302c · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:59:26.080084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:15.323606Z digest=sha256:48e93c0ea590bbcf4c1e62ad47b0d3f3f842ddd6c2a0ae0d69a05a4f29366057

Observation ea35a80d-439e-4341-89f3-fe511d193e2c · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.605225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.605225Z digest=sha256:304f612898808d056324fc5832d37c780707a72d31dd392b6eb60216bb6f0f0e

Observation 198ecfa4-6606-4742-af44-4607ce100a41 · outbound

This paper cites An Empirical Study on Eliciting and Improving R1-like Reasoning Models.

LARES: Latent Reasoning for Sequential Recommendation An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.857633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.857633Z digest=sha256:d6de5751c7a9ddfd7f724f7f2d0ec229be1dc923c97d542cbaa7ba2c0b4a2f4d

Observation bd047a74-67f7-4769-99a8-8f2cd0e98289 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

LARES: Latent Reasoning for Sequential Recommendation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.958922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.958922Z digest=sha256:ddd5dc936468497556847281ccfc07493d92b73f9bd5d7d5e22b1e15bbf0f23b

Observation 6f68f710-6866-48f0-9acb-50574fd93c8d · outbound

This paper cites Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, and Tom Goldstein.

LARES: Latent Reasoning for Sequential Recommendation Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, and Tom Goldstein

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:59:25.877431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:16.092898Z digest=sha256:5ce31127303e0e2f6f656a294e4a1aa8b8eeeba6d8db30feab76f00dc7b33704

Observation e26ac088-a4c9-4ab4-a37e-b1b8dfde2675 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

LARES: Latent Reasoning for Sequential Recommendation DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:16.294846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.294846Z digest=sha256:14c53041e76179c745c00ee64084025f45a0226c6ce087119bef4756da5720a6

Observation 3a68d47d-b975-4457-aa23-afb5c9c1b782 · outbound

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

LARES: Latent Reasoning for Sequential Recommendation Training Large Language Models to Reason in a Continuous Latent Space

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:16.393453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.393453Z digest=sha256:931080b1c735adfc5e97c0bc014d5443a3571ef0c119b3ad8305b5d3aa949713

Observation 91ffda28-45a5-4adc-bc27-5112c5ea603b · outbound

This paper cites Sheng, Jiajie Xu, Guanfeng Liu, and Xiaofang Zhou.

LARES: Latent Reasoning for Sequential Recommendation Sheng, Jiajie Xu, Guanfeng Liu, and Xiaofang Zhou

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:16.491128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.491128Z digest=sha256:1f683617219dfc5f64da313cbeefe2de31071e67c472eeac067823f4ebd52a31

Observation ef35768a-bcaf-464b-80f0-fd5b38558539 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 12

Resolution
verified exact
raw_fallback, observed 2026-08-07T14:59:24.721635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:16.579493Z digest=sha256:70d4219dff848c3dfdefea0e79c919ac938a8f978e19dea3f7da8ce3e9c5d79d

Observation c4164fb4-37a9-4506-81e4-60b0666ab3d0 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:16.683892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.683892Z digest=sha256:828bce74900bef280a2ac3f5779d9a68bb908b579461a405b3a04158f32600d4

Observation 8dcbbdab-a670-4cd1-a64a-35c2d7db75d7 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:59:16.896059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.896059Z digest=sha256:f835c01eeee71f7ffb6962f7a2b8bd51efeb9591cb929ec9af635d6e13495600

Observation 4cafe6d1-e06e-4bdd-9f94-c851ef776bfa · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:17.046568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.046568Z digest=sha256:2482979c5f45f422d023ab5e631e8b0f23e1573eca8faf696afa32f1afc14360

Observation 54b93d04-f30a-4a82-b052-81cfad6b8f25 · outbound

This paper cites OpenAI o1 System Card.

LARES: Latent Reasoning for Sequential Recommendation OpenAI o1 System Card

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:17.171618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.171618Z digest=sha256:c67dd61819dda08a37679b6772bb9220ee08b0e9efe2b98904a8578aebb7e5dd

Observation 577f91b6-dea8-47c6-96f8-8b1733c5e9d7 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 17

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:59:17.317640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.317640Z digest=sha256:d13bcf2943c642c8f18c4e24890efa1c4481bdb6a00dc66215fcc661bee2c2b3

Observation f519e38c-2aa0-4a6b-ad87-9f2d4ff54025 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:17.451880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.451880Z digest=sha256:cfd2787be5f80968e24db53fb473a7ade4abef25b42f2d84ddcc3fd23444bd21

Observation 77a4d079-68b7-4cc6-8b29-20089058faa3 · outbound

This paper cites Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.

LARES: Latent Reasoning for Sequential Recommendation Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:59:23.186855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:17.528355Z digest=sha256:e169808d096070c281b30607d431e1e8559114a95a7034a15bb402e386716019

Observation 14ea2895-bb70-4bb0-83c1-1db22272a5e6 · outbound

This paper cites Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation.

LARES: Latent Reasoning for Sequential Recommendation Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:59:22.838135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:17.663597Z digest=sha256:fe1b8ba77d46bd8b52b59f955eca6f06a80fd91b08257fa3279249eceea67b3f

Observation 5d1cec47-e843-4d1f-b06c-faef31459138 · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

LARES: Latent Reasoning for Sequential Recommendation Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:17.779219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.779219Z digest=sha256:6373299d9ec9acc5b7693cb5b3962b8a3564558a53a21fc60614b6fb43ccfbc0

Observation 4fc76be1-8705-4114-a401-8631db67ac31 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:17.992543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:17.992543Z digest=sha256:7b6176837df1dc6ff08e036b231b1c0f6d6daaa8805ccb2f80e51282e601571f

Observation 9e8db9c3-ee41-48ca-8f5e-2f6fb0f55db3 · outbound

This paper cites Tran, Jonah Samost, Maciej Kula, Ed H.

LARES: Latent Reasoning for Sequential Recommendation Tran, Jonah Samost, Maciej Kula, Ed H

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:59:25.568085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:18.197044Z digest=sha256:a41c0696e06163c6d8a14bca13abfc18116bf8166b44fa53a1ac3abae6c1b8c3

Observation 9abf90f7-4f0c-40d3-b4dc-4a4611ab7297 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.257058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.257058Z digest=sha256:f760602caba6f2caa7b74c38581da4aa827341f52bcaa2a7e1b8e7fa8a6b4b9c

Observation 712a33ed-a130-45e1-a0e3-3db6b8393394 · outbound

This paper cites Reasoning with Latent Thoughts: On the Power of Looped Transformers.

LARES: Latent Reasoning for Sequential Recommendation Reasoning with Latent Thoughts: On the Power of Looped Transformers

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.365892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.365892Z digest=sha256:8e794e66a8f5da2cfa697e3fe8cc3b2c85d2dada30a3d6bdc9a9249133ff78b7

Observation 3e0ecee2-0312-4062-b401-418bf1fe0af3 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

LARES: Latent Reasoning for Sequential Recommendation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.456842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.456842Z digest=sha256:9a2ed24b54e407f32094bdb699a7e2a32f4a22708796ff2fd2727d49e356d543

Observation ce426876-0b93-48b0-8f3b-b67b2afb4d85 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.557828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.557828Z digest=sha256:497d2fff422b9f42d8c256c33f53df026a803957fc4fd44f075311d86ad23b6a

Observation d34d4fa3-b229-4f2b-aa06-cac4543df4f8 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.682495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.682495Z digest=sha256:1703f3a1686e3d4f61487f783376f2b8d13ced586b72874bdee62906642bcad7

Observation 0fc7cf5d-b7c0-4097-aabf-e0671a8b648a · outbound

This paper cites Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs.

LARES: Latent Reasoning for Sequential Recommendation Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.835878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.835878Z digest=sha256:73f8a8d78faf8e11ee10e504b32ed229d384136e8f87a306fc9789a1a438462b

Observation 13c6daac-f53b-4ff9-ba34-00af64c32f06 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:18.975849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.975849Z digest=sha256:a0e0fe65074902405eb7aa42aa64dff06e183e272952415a7d0a065f79202a19

Observation 161c8601-c23a-47c6-baa0-7ab51c5b5db8 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.163773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.163773Z digest=sha256:78a7aa0983697f9d6115969d9f5f23365c9b8c14a798452985cc24e073a0a691

Observation 0408a954-e4f9-43e9-94ba-baf08f22a315 · outbound

This paper cites Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation.

LARES: Latent Reasoning for Sequential Recommendation Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.226633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.226633Z digest=sha256:8dfe4860a2027c93ab6168c6157570381da750a69bcc53127937f13832fdc03b

Observation d92c695e-100d-4755-98af-6279f673fc31 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.340290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.340290Z digest=sha256:959db85517bd242e373ec5e5756767695df3ec94aeecd10d27716651d88120ec

Observation 365277c0-8c8d-4c20-afc0-d016f0a23fb3 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

LARES: Latent Reasoning for Sequential Recommendation Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.402348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.402348Z digest=sha256:ee2f51446781e2a367415e41a8e7845c40f38f7eca45c1e8a2236931d7034aa8

Observation 5548af42-21ef-430e-ae0b-0d377beaa61e · outbound

This paper cites ConvFormer: Revisiting Transformer for Sequential User Modeling.

LARES: Latent Reasoning for Sequential Recommendation ConvFormer: Revisiting Transformer for Sequential User Modeling

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.486040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.486040Z digest=sha256:e1ea2bda86a4df9490d678504d3b45aad8ad13a4aa02100a744895e0b59a8b08

Observation cfa9e6b9-2fe2-473f-80a2-fa37d4235b47 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.549542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.549542Z digest=sha256:8e925138b8360fe40e97cc1938fbe1b3e0198dce781655f1285168ecc4b71d24

Observation 3ed1cb3f-d98a-414f-a76b-6a73eea48a42 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.767625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.767625Z digest=sha256:059cf32680cac3faa910c503fb7a6da29b1b0bf3335853f8120dcd5df56e6c00

Observation 4f1e72fb-6413-48b8-95c8-2923424a6eb1 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.849778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.849778Z digest=sha256:4292989795b52e3f28c863a78f646477943e98e2324e13ccfe035877966214d6

Observation c25c7674-6aad-4ab3-9375-96739ba7ada1 · outbound

This paper cites Climber: Toward Efficient Scaling Laws for Large Recommendation Models.

LARES: Latent Reasoning for Sequential Recommendation Climber: Toward Efficient Scaling Laws for Large Recommendation Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:19.962749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.962749Z digest=sha256:ef84897ecb1d5c3bef11fd25d262c1dc1521b8dc26280e866557295a2131d283

Observation 9454cf9e-68d5-42b0-b224-d9031032e5f9 · outbound

This paper cites SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs.

LARES: Latent Reasoning for Sequential Recommendation SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Reference 41

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no resolver link, observed 2026-08-07T14:59:20.125250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.125250Z digest=sha256:aabea407910d68510d16f0ac09bb2d6f9dee99b195271ef73db9027bb9c873b2

Observation 6293ac0c-e644-4fde-bcc2-e03d3a334805 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-07T14:59:20.237629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.237629Z digest=sha256:ba1c21cb24843a01f66308ec77111fc57840d1756e37b2905a4f9000aeb89928

Observation 4e90865b-85a4-4e78-bcc0-d2f8bbe2f40a · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 43

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unresolved
no resolver link, observed 2026-08-07T14:59:19.635714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.635714Z digest=sha256:6cb14dbbc164c43b8662aa51a8a0bb67d0ed4413b0c9f7cc14385cb354d0bfa0

Observation 7e0d3939-7f9d-4a23-bdb0-d68f6c18e9e8 · outbound

This paper cites ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates.

LARES: Latent Reasoning for Sequential Recommendation ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Reference 44

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unresolved
no resolver link, observed 2026-08-07T14:59:20.452775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.452775Z digest=sha256:1e4d3ba45b7b5240e52410e4a0bad937326bba431a582d6edd67b956633d5967

Observation 0aed61bb-14ff-4be7-ab96-c166cafa07b3 · outbound

This paper cites Gonzalez, and Bin Cui.

LARES: Latent Reasoning for Sequential Recommendation Gonzalez, and Bin Cui

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:59:25.364127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:20.569547Z digest=sha256:f1b16efc8a281f573d681635a45cee24e8b1c1bece98e13cf174a675bc4f4cd9

Observation d9dacea8-6ee2-4ccc-b283-4d727fe0a7ab · outbound

This paper cites Jose, and Xiangnan He.

LARES: Latent Reasoning for Sequential Recommendation Jose, and Xiangnan He

Reference 46

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no resolver link, observed 2026-08-07T14:59:20.712423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.712423Z digest=sha256:6717a9f8a1ae8d7d4df19c47e6a2b70c1a6b8629ad8fdcbb06a56509c31b7bde

Observation f365adf2-9cf1-4661-b7dc-6cfc19225b3d · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-07T14:59:20.845320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.845320Z digest=sha256:e894e4010fabafe75c633c81b33bdb26325791bc627eaff39ec12dcd904d3da6

Observation c218255e-d533-4e0d-859e-1aacfa90a08a · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 48

Resolution
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no resolver link, observed 2026-08-07T14:59:20.966587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.966587Z digest=sha256:5a5bc1da902504e6e5c126d9b0238d116d02b9b23dbb0d20c48664837a558dab

Observation 9cdfb725-a3d0-4884-9791-e24f91ab5e1a · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:20.310421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:20.310421Z digest=sha256:30fcd502411b53d82bfe56c6c977d5b6a856d5ae058379096f267f7d4db68a4a

Observation e8686b64-9561-4625-abf0-7845cfdaefae · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 50

Resolution
verified exact
doi, observed 2026-08-07T14:59:22.503760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:20.386682Z digest=sha256:130e912386a8233b69c1cfd67206b3eae84f6857b1dfdb191776d2f0bbad5972

Observation de57a532-dcde-4360-930e-b8082fd2dccc · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:59:25.141976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T14:59:21.266434Z digest=sha256:8f8c3482f30041a6892fdb6a82a307f3d07660664d9bc7b2fac3bdaf2d16fa9a

Observation 9b59bd5f-64e6-4387-a28f-01ee4a2c7b8a · outbound

This paper cites Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation.

LARES: Latent Reasoning for Sequential Recommendation Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation

Reference 52

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unresolved
no resolver link, observed 2026-08-07T14:59:21.509979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.509979Z digest=sha256:4e747de81a3aa7ccd3b17ab9f7e27a731bd0b21d7cce4ca7aebb82a0dd8eb81f

Observation 15daef5e-81ff-43f7-b4d2-f58a23c07270 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-07T14:59:21.647362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.647362Z digest=sha256:374c22d4a756bf4daa928cbd2dcf636550725003798f0fb0920c4b363b2e0555

Observation f685694b-7315-401d-9af7-bd1f2490acfd · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 54

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no resolver link, observed 2026-08-07T14:59:21.817290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.817290Z digest=sha256:29fc0528132baf797946dc83a141ee928dfe04f1b1e553fc0f556862a8874730

Observation 8295beeb-a85d-466b-9597-cf94fdd46265 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 55

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no resolver link, observed 2026-08-07T14:59:21.951041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.951041Z digest=sha256:5d416f82ad08bc0fa4d38ad87d474523f343f4130baec14daa7e22b90e6a174b

Observation 4a9c83a0-57f7-478f-8a6d-4beb6350b844 · outbound

This paper cites Slow Thinking for Sequential Recommendation.

LARES: Latent Reasoning for Sequential Recommendation Slow Thinking for Sequential Recommendation

Reference 56

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unresolved
no resolver link, observed 2026-08-07T14:59:21.064209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.064209Z digest=sha256:f1ed5da3ae3be3b05da61b61781843ef1ecb4a3feb8aae610e878071749bffef

Observation 5558d795-247e-466e-b9e4-f8d2b26aaadd · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 57

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no resolver link, observed 2026-08-07T14:59:21.186780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:21.186780Z digest=sha256:9d9a59418ff72aef0912d6ad5dab21c1e22a740a6a5f694912c5390dbc74538f

Observation 3bf237b5-7066-49dd-9dce-9753db3482eb · outbound

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

LARES: Latent Reasoning for Sequential Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2016

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no resolver link, observed 2026-08-07T14:59:16.778642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.778642Z digest=sha256:e6e3378ccdcfa957cc5a931187443c9488c2a6f122b3fddf506d36247b08d51a

Observation 4061897c-65e6-43f8-a1b3-e041664f40e4 · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 2017

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no resolver link, observed 2026-08-07T14:59:18.087147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:18.087147Z digest=sha256:75ee31b53db16327bd147a388649ba033e55c24a75fca1e9c6ba6d10bdc041da

Observation 4be713d9-ae1e-4f89-beef-b27d695bf22a · outbound

This paper cites an unresolved cited work.

LARES: Latent Reasoning for Sequential Recommendation Unresolved cited work

Reference 2019

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no resolver link, observed 2026-08-07T14:59:19.081593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:19.081593Z digest=sha256:0c8a5d5f4580f124da854be033877281fcc485f1c6427af884b867da79ced086

Observation 60267126-4892-44c3-83d9-e841b54957bd · outbound

This paper cites Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding.

LARES: Latent Reasoning for Sequential Recommendation Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T14:59:15.456174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:15.456174Z digest=sha256:942bcd7111b564d14de91e7f4a6e8e195908ae2b388ba8b503b80413ec2d6ac5

Observation 8776d871-59e9-4283-8e05-8b53605fc050 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

LARES: Latent Reasoning for Sequential Recommendation Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 2025

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unresolved
no resolver link, observed 2026-08-07T14:59:16.189704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:59:16.189704Z digest=sha256:4ff1d31d4e5d321b00e6781816c9180b45300d661f511f4075465dcff6d5ede2

Pith citing papers

Observation ece0f3d6-d58e-4584-9af2-ee704c259c9a · inbound

Bridging Search and Recommendation through Latent Cross Reasoning cites this paper.

Bridging Search and Recommendation through Latent Cross Reasoning LARES: Latent Reasoning for Sequential Recommendation

Reference 9

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no resolver link, observed 2026-08-06T00:57:13.176548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:57:13.176548Z digest=sha256:8b749da244a5d0998bf9be81493f34365b0736698bba0c105d12318c23467e12

Observation af35c116-4de2-4a8a-b51d-98a579754101 · inbound

S$^2$GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation cites this paper.

S$^2$GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:24:12.934692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T14:23:44.856958Z digest=sha256:6ec49b2a56d6605c39c669619f0102e381d875fcd7fc38dc411c1e4c551fe85c

Observation 222798a7-22e1-4d04-b658-de5b7ea36272 · inbound

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models cites this paper.

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models LARES: Latent Reasoning for Sequential Recommendation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-16T09:27:41.311796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T09:24:48.941118Z digest=sha256:d18536c99bacd316934321d5a913f653bc27d25916bc4245ade00eec5b647ad0

Observation 54cfa6f0-a408-4829-9213-c11ce355c863 · inbound

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models cites this paper.

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models LARES: Latent Reasoning for Sequential Recommendation

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T06:28:26.180225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:28:26.180225Z digest=sha256:41d4e99049c0f51ee17b4d063fd37f941e035578542dab66dce0e20df5fb3f14

Observation 3670d4c8-7c72-42a5-bbf9-7693624da6c8 · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook LARES: Latent Reasoning for Sequential Recommendation

Reference 118

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unresolved
no resolver link, observed 2026-07-13T14:03:01.974171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:03:01.974171Z digest=sha256:459e921076f3a0a58ca939908b6afea96b839e3f972237bd079d9fddbdae1a56

Observation 398c5a33-8c2a-4a57-9d02-18199d708f2b · inbound

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

Factorized Latent Reasoning for LLM-based Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:21:25.751954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T11:19:46.718542Z digest=sha256:d6693a6a64d7ba9259354aee1961f27ca7941b269d22886f60211c4483e6bd87

Observation e5bef1c6-ecdf-4dc8-92ed-80321a991050 · inbound

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

LASAR: Latent Adaptive Semantic Aligned Reasoning for Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:46:28.921386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-12T04:58:07.060409Z digest=sha256:de56b9089aa562e7320fc85018578923b971fac0e0a8474d111eeda4d4151828

Observation 17e6b636-742d-48bb-9902-b0c64e368f8e · inbound

Beyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce cites this paper.

Beyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce LARES: Latent Reasoning for Sequential Recommendation

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:07:22.573756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T20:50:16.765453Z digest=sha256:133c36ee9170b22e85c7fbe261062a4cb0854c2cac71bd90e82c185dee0e7eae

Observation 0f44b477-13b3-4749-87ea-d9cb9baee67c · inbound

Intuition-Guided Latent Reasoning for LLM-Based Recommendation cites this paper.

Intuition-Guided Latent Reasoning for LLM-Based Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-01T17:25:51.246193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T03:46:05.076346Z digest=sha256:b8dd90ed7663a59d2159bcb14189125bd9915b229b31c05427f7949262da4cde

Observation e811ee12-964a-4121-872f-635e9129782f · inbound

LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation cites this paper.

LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T15:30:24.642879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:30:24.642879Z digest=sha256:f44f15e82eb7a829eca857445b00eb0ef5e4d5c946f6c43ee83aeb3b0022cd36

Observation f5fbc05a-027a-4414-bc63-c6167193d7fa · inbound

Hierarchical Latent Reasoning for LLM-based Recommendation cites this paper.

Hierarchical Latent Reasoning for LLM-based Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 29

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unresolved
no resolver link, observed 2026-08-01T01:50:20.374613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:50:20.374613Z digest=sha256:cf2ab728bef657bdf74e126b630b667e28ad279de7bc800f51a3d17bfa877b28

Observation fe3d571f-bf36-4ec9-aac9-7b4bcd1e154b · inbound

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation cites this paper.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 16

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unresolved
no resolver link, observed 2026-08-01T01:28:19.857772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.857772Z digest=sha256:4098a59014b198d8ab958bc52000b5f3d8899acba4c1aa187780444b7655045f

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

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

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

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T15:30:01.442749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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