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Paper Citation Record · LEDGER

LARES: Latent Reasoning for Sequential Recommendation

As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 12 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 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:57:13.176548Z

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:ad3f211edf409416cadea5803491deb518f467cc59379f5af1bc46cdebe104a6

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:c856495f9e6330c86244976811305ebb064858cc52f26f5b30cb8f7b563d8911

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:15.323606Z digest=sha256:376750ef75eeb7d1700bf4c3e6738b1bb5b170c8ab557a4b9154ede660e6f096

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=sha256:407179676f9ec639383b6f28e5c05dd1db2755b101c8dfb97236623231c33cbf

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:aef2f1b0c4f06e71ddfbb5aada78895b1aca56ce065bce88a4e7237171218553

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=sha256:69cb5efbab7f78cbc673dbbb08fa392a6a1ef8f9140b212c3f5427b362b19df1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:16.092898Z digest=sha256:edeb7d00ada172c6c8bcb7068d0b91cffca712efc96d464a0546a55cc8dca448

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:c7b0908d39aca754de2ed2aa0c72afe3847bbf99ccfc4a9ed97af3ba4d8963ff

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=sha256:4d72a8e4350d580f9b9994ac4dd80e2387a1f70154e3dfcd3802b5c6ddcdc1fe

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=sha256:9de8b33591a2c63d0e7529facebb44bb309ff17b69ea26a836694843e4ea2f87

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:16.579493Z digest=sha256:8bd038f10f635342b9d29df82286b7e03ba0fc8a97d9b62a2dc0bf3c063f5f69

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:d6144143fe5681d9a059fa743d55fc241f0687a3521bddbc7349859b7b41120f

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:b85c81ebb244bd24f30a525ba2ef97165046c2ade2902e57e63e5655064767ea

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:d282412e1dda8d6c8d371ae21159b7fad75af9a5b154187ae6f39a06d347b6d1

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:db4315f3a053ad8ce11fd61ac871b70219619061df3b090f4782e48c29ddcf76

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=sha256:3c60893068d1c3bb97536c70c314952f9969ea4b16bd12f8bb2be037973db799

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:aba65b70b50b047ca8299fa9accea650ed76415effa3f28b2f51be4ead3aa612

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:17.528355Z digest=sha256:a802f8f4c9df2be0ed497f1ea6f2e083b267aa098732de8819c82f183926e2d6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:17.663597Z digest=sha256:c660bbdba5f54a0faafd6ac83e41f2535df873c4fe8ca4cddc57404481498c8d

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:d1d1d2ebdb28fdb659ff0aad05f0552a90b4d00ed83754bc6be5f5d36d87f393

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=sha256:615d67b2a46c7b646f821b8f876f749bb2202101c9bbd0a68c6588385619cef0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:18.197044Z digest=sha256:5d4bb6d5ee79ae957cd98088a0ee6e236f037c7e1141b082e7f888805f6505b2

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=sha256:45d1989046d37a5dea122deb6cbb5a3e050aa893de2d6d3bd661b5e9d4fbee71

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:a83126ae902df82b10d0993cb86ca139fd7bf1257435f51d2e408afaf588d3b8

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=sha256:36ffdc45a63c387d66e0cb925bc6f5fce036c6159a5096f8c846b278546618be

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=sha256:86ab0521d560c10ff3e6450d6054b68153f24b3993f0022f6f0bf6b0639a57d3

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:f85d1d0936243ac9fb31164bfb58842780ad88aed52cb50d6d088be1b732ed1c

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=sha256:8451fabcde37b49e6b322c2ff557247a4ee52999e52b4ab1bbeec43ebf73d71b

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=sha256:3474d40b55b1bf085b6a21f5d99dd8ab3207697c3d7db95931a3bc637fc4339d

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:a45cbe7cfb5f52e69a34e0f31f7c8255f534853bc2af8cddb310b072125c2719

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:c8b39ccdf83c0382ee659f4f8390733e80bea336ca2378dd9a77d384d3d084c9

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=sha256:12e2e83d249749ae45c50123eccf4ceb20db70586f8b0428febf92579d53916c

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:a3c351592b5a10728818a422d62c05450992847957d2865c39d58e1eacc4fe9e

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=sha256:61925f6ece0bbf01f9d32962ae130670614076e0ebacc4e118d592c089e8c08e

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=sha256:1886119b6e88121227e88970154fa56b8d00c7ab40809cd824763c7188bcf255

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=sha256:44cbdf7bfd4a9d052bcf7e6e6a25337ebcceb1d1c63a430bbfe4c478043bc713

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:f5462e270724d0a378e7014e7353b94f99177d14bd367b3adc22ab99ce4d6358

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=sha256:5d3bf491197cc2bca4a3449a223564a5e5bd003eec7ed3a3e8f7564597a39f7c

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=sha256:291fc4e89f1f67de0acdc5d12840549a49d64fa377c746cfcfd4ea97be1c1eaa

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=sha256:7e01f20863b46b8773b8c4caf816d82287dbceb05e63cc104349af979e94554f

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

Resolution
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=sha256:358cefca6c86bd513604777acb22a8c6ee0a141fb886147c2424d4933b929f1f

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

Resolution
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:d6599533b6e2c8714015b17d8bc0b64064fd1697002e87ff98965e17e7577493

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:20.569547Z digest=sha256:43312bb64f7775d5bc47ea0670b1144893c69b0e28df770f27fa192e566bf68d

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=sha256:5cca5c365b1d0368043c5116d170fb2d1616d37f0269c06943def45ce8babfdd

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

Resolution
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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=sha256:0880b41c13ed89c4769deaf483e701adb761ec6dc0ab26d9109ca464683a7c25

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
unresolved
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:b58dea5453ae0fe10123862b35e6aec70787f4b5847d998748dc589659502a63

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:d466e335b6f88fa1fd76157036a4e7c197c0d63bb9cd34e98c8fd2088155556f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:20.386682Z digest=sha256:00b097bcf3b62113a8db892b401d0b107caf93c63d4bb30e3332176e47175fd6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:59:21.266434Z digest=sha256:fac190f8f4b3361d450aebb3785d47838b3e7e5ccc3f22cea56118bdf8657b90

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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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:b1a7b940706f9a1aa6ebe146fa49072ee33d931d01d76d702d8a28911bef63b5

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:cab6b8aaac15cb8471e3c54777cecb10e8165f9592f24f56942f050017d50cdd

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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unresolved
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:be01361f603caaaf2d16cbc9f3c42949caceea59f2f63de55ff5fb5627ac727b

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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unresolved
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=sha256:9bc22d67ef376134ddadeb42893be104ab53f411cfb83cee3c772e28d11a66c2

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

Resolution
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=sha256:69a4a7707f4db22c2c6ebbe049cddc1dd66c6551a5bff16b0731f8cb32bdac76

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=sha256:17a90fac1e080eafcf1687fedbb38255afad4ed3d5ff07da948860d4b04709f6

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=sha256:31dc754ecb38ac66ed2fccd015cf8a1c06c4690df104359aad167e83031d7167

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:c0656e7f568e130eb5ce475ad58e9d803347b87e048fc097f8b9b7fbe3810d65

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

Resolution
unresolved
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:f7979b44ddfd2be59fd1b2339714f311e94a7b7fec1a09fda15cc8f8b24c1178

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=sha256:493774b6f06e14a8ea30258ce2afc33272c1a26ad48cb4c2a1ea9c6136f25619

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

Resolution
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=sha256:418521240e4c61e9ed24b1d886bb79829025a69d721a5bbc60e696df596d02b8

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

Resolution
unresolved
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:ad06ad25a53b9c360175b36675f560f3d18a740c6386f40c0cd39cbf94bdc213

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T14:23:44.856958Z digest=sha256:795ecef9953e6cb6fe311b19665ddff25f170671018caa7188ad36b1d41a399f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T09:24:48.941118Z digest=sha256:03455ba2209af58f2564da1d5c4e25afb60293ee8948b6689f71a0494c829071

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=sha256:1d7b3f71d03e647bbad77b7f20e9e43d0f71e17ecfd9e324000ffb56d8202eb2

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

Resolution
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=sha256:1e6861a2b08eeb0eb9741d8ec00a7cb06a0e42489a62d6e27814fa978bd9f853

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-07T11:19:46.718542Z digest=sha256:99f563be43a8777ddd09eb41abfa430d6d4a8c74b2c0e98f9068a8c7f7fa231e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T04:58:07.060409Z digest=sha256:9786f1e7dfdf5fc705cd147152d05f18c3847ed7ac93b6766badb9aacf58c8b2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T20:50:16.765453Z digest=sha256:ebc7ac44f9d7a2ac0ff56e4774496b0823245bba9c65e876f3cf41200cd22dbf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T03:46:05.076346Z digest=sha256:faf0122370ad16a0a3cb7a1bd5a1c1b036ad4286971e6317d45457552a9914bf

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

Resolution
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=sha256:8c582a4af4ef69d3d009cd7a4c5e9ce53ccf9d399c21a298d02b28c79d3df4fb

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=sha256:2386968a719992a7d534a55413bcb9ed72f545e49ec98bc3aba4c07c7552a6c0

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

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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=sha256:4e179b801f3b7ab2c2ed08e948abd31bdb52a2fe4a96d37e855ac3bffa905b0a