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Paper Citation Record · LEDGER

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation

As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2505.03484.

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

pith.paper-citation-record.v1
2505.03484 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:01.090014Z

measured 66 of 66 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:49:30.543930Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T21:49:30.721203Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f99a9383-983c-478b-9ee1-707b5ad5451e · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.756413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.880700Z digest=sha256:b1fc3398db1b9105ad7965eebb18cecb16c53668a3919c3b71065f40ec7fa62b

Observation 3ce7a467-9843-44b6-ad94-ef6c82984a22 · outbound

This paper cites Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.884428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.884428Z digest=sha256:b23902e13800d72203cdb328ad6fbcb1557de6fe961bb1b5b345f98825b3f8fb

Observation cc8dd583-49af-4950-a730-4e69ac15c1ed · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.747651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.888664Z digest=sha256:2df2ba4787b8698c2ad62eea46995aeb301c092bf964dce79792e2d172e85c65

Observation 440aa8c2-d737-4257-a042-85d5d0697f18 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.892018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.892018Z digest=sha256:43ffadc68682cc69718eeeb77adbc22840e8d17be6db2a327ee099b8413364a9

Observation cb029c7c-145f-4517-9c00-1cc14c202665 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.896248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.896248Z digest=sha256:e1db4b63eed03813cad7392ed247eba8d4200afa0f5bdb3363424e626877064f

Observation c21bf02d-2db9-46fe-be32-e63b2b0a5173 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.899959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.899959Z digest=sha256:2b1d97f6f829f0e9e5dcb3a85b4b5549fd50b61f78cbb38e7dbec77d8c4b33cb

Observation 152cc081-fdd9-43f3-8800-5d3258642f4d · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.903393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.903393Z digest=sha256:c4ffc39db514975ca5f071ecb5b681d3f424274f2f9fe1b6f37bf68421f5e00b

Observation 2173b58d-c8ab-4255-b671-53c633cf8bcb · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.732353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.906776Z digest=sha256:74ad83fcc05e2e8f9a434c3cdba535c6634d6c52c18fb6cd80f1599b1bde31b6

Observation 87f2bbc0-e282-46e1-911b-967de2f050fe · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.721201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.910561Z digest=sha256:26cdc4420b0fa6416b690ec384052ecefafae65bfa3cb6a428f30713d454272b

Observation b6713c03-ab4b-49b1-ad13-601dce5a9944 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.710315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.913686Z digest=sha256:fc4d49f830d80bb3817a3bf92260e9783786ca3315b75abc8bb763ebf17035e5

Observation be42ed72-7e0b-48f5-a8df-b485fa93cf53 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.916834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.916834Z digest=sha256:bcd79e31a937e2d4130676cc9afdde9c050dfba11fd71435db3efaf1375060c0

Observation aa96400d-995d-49c8-886e-4ab1fd449762 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.693346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.919949Z digest=sha256:1665ea0fdf440acb013abb8263f93d500f8ec9439967a48fd8d50ab71e7eaf0b

Observation fc9c552d-08ec-4c48-9613-f9b7fa1dbd0c · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.922710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.922710Z digest=sha256:98b1b8eaf25d790354f5c50e2c7b156ba69603e029496d786e78bf48476be875

Observation f54614a1-683c-4806-8c69-15b0cb1d2eb3 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.925714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.925714Z digest=sha256:708ae2697f64d0c0afe4986f60deb17ff7dba0c8df297f0ce5e0ebc59981df98

Observation d2e29b64-aa57-4cd1-be63-e47b90ab6f2b · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.675801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.928855Z digest=sha256:7f1cb2316cd8a684e0092581c3e170ade079093848300837639767aa01df2bdb

Observation 97d671cd-b64f-44a0-83c0-f452f9bcfc69 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.931605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.931605Z digest=sha256:5cb219b8fa363649c7fa7f8d114c665faa8d214091c231d8988675df00c2df3d

Observation d07a1402-ec86-4d8d-b748-7ee2f26414ea · outbound

This paper cites Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.937876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.937876Z digest=sha256:ec77b2965acb631d0355e32ad2b8dd60e8ac58bf82960fdb924d651e4d91149f

Observation a8b63e6e-dbb6-4cd2-b162-323dd1ecd5b9 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.661641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.941340Z digest=sha256:34e0570f4a4e18bc264740c9d2ba3963afcee58956adb47345d69d9f216135b6

Observation f125e35f-64d7-414b-b437-ed022d8df978 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.944197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.944197Z digest=sha256:42d3bc53b25c4533f29756fa23b948c0016faf84a75a6c2c3c49ef0a3c28187f

Observation 72023c54-ad73-445c-af89-287e24152a3e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Adam: A Method for Stochastic Optimization

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.950630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.950630Z digest=sha256:d7c3638dadb34f759142eb9e485168c191c514fc810b0d2b063bb195696b1385

Observation f01544db-049c-4592-a8f3-adc2e2f23eeb · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.953532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.953532Z digest=sha256:7f6bb731648e6ecb8d85d75c92bc02ad24c533ec5ada78c6e1b011a787f7730c

Observation d41a9475-29c7-47b7-8954-bd5e42e2cbff · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.635006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.956327Z digest=sha256:d6b1c86fde968e64b1d05b6a7a92c9ce0774e877406b9d0a5e372316825b4f4f

Observation 2efc963e-8d79-4363-a911-570e3946d6f1 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.625952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.959192Z digest=sha256:6c0c7b4b09d333c1fb55bbeeec48cad8b7b3601be891780845d84ebbd60c2cf9

Observation dbe58ceb-e0bf-4176-a31b-e3a17825ec2d · outbound

This paper cites MLP4Rec: A Pure MLP Architecture for Sequential Recommendations.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation MLP4Rec: A Pure MLP Architecture for Sequential Recommendations

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.961976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.961976Z digest=sha256:7a1a2d5c98759489ddb2f89c6cd8e7e73e9d79922abd4aef66b43ea72f971e04

Observation 2a62f319-4701-4ba7-803c-cc3fb5381095 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.965268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.965268Z digest=sha256:8a22294c5de243c31cb81cd79a37eb5f99f16159906ee5449de7342ec44aeccc

Observation c5819d4f-cf4a-4512-969f-60c48db989af · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.968052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.968052Z digest=sha256:88ad674fa800270c9130d64155ad662be4f6e0d03c3c2a812ba877503e55295b

Observation 12b7309f-944f-4936-b6ee-14569d6a2d62 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.606401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.973915Z digest=sha256:a9a1cc280000af9b09cf3835d4c2121ba4672b9986b4ef5054a0d224202ddf4f

Observation 4a5ada98-acb9-4028-8fdf-27596660ddae · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.596834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.976556Z digest=sha256:f0c87f6b85a43edcb97903b4fb94e0b97a9c9ad0cd33fcecff256b5a23345956

Observation 0dcc3c20-d5d5-4bdd-82b5-24e02c60ebc2 · outbound

This paper cites SIGMA: Selective Gated Mamba for Sequential Recommendation.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation SIGMA: Selective Gated Mamba for Sequential Recommendation

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T23:56:01.271999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.979556Z digest=sha256:358ba8280434c400610364b553695ee2f50f7dc928cce4899a0fd934fc79e96d

Observation d3bce173-10f1-4bcc-a419-dc744fce5c78 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.982480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.982480Z digest=sha256:a36c1ecab9339f0426b352ae790e88f42a19c7481da376f6ddf5bb5071a5c32c

Observation 296409b2-9651-4b9b-a066-5e662a2c955a · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.582032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.985186Z digest=sha256:303cf85bd9d0e10c8ef15b44e2eb7e43e4b4465bbcbdcda2141336d610231fca

Observation 78bc97e2-bfe9-4525-b180-03a7518c59b6 · outbound

This paper cites A Survey of Mamba.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation A Survey of Mamba

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.988273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.988273Z digest=sha256:a724b876f2bea9795d143b1a418e9c17f3d6ed9fefccfd358247c00ee97060a4

Observation 90b47ceb-ae86-492d-b6eb-90926ece4f24 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.991499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.991499Z digest=sha256:63624d8650a2a6727cb940bd3e316226a8696a0a7bc146a6ec890ea622228430

Observation e1e386ed-f072-4b00-b2d4-ad7d803a7596 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.557731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.997720Z digest=sha256:73ae5c30ed235b3aaec081c863aa39fa7b3fb0c978dead49fd12fc174ad8f65d

Observation 5c5efd21-3a43-4587-8685-5e20c49d4a07 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.000452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.000452Z digest=sha256:9fa2b8df263965521bdb8e5ebc64a7cbef735cfa57fb9870e5ecac855140e0b6

Observation 8ebbbc30-b77d-4564-9ae1-65a1d1db63ce · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.534820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.006571Z digest=sha256:0738384689bb303da44a229f637d45e86eedb5a3fc905e543c2771e9bf9ba992

Observation 7dc9a4b5-7285-4d96-b07b-ab95fa432060 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.525638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.009554Z digest=sha256:61a4504fb106ad7b9ca7d05d6254107885358f39710c5cc8eca11f08fe053992

Observation 6117c61e-6619-4798-b4aa-4a9f0812a7fc · outbound

This paper cites Rethinking Large Language Model Architectures for Sequential Recommendations.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Rethinking Large Language Model Architectures for Sequential Recommendations

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.012777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.012777Z digest=sha256:ea141ae90addbc492710ba367c76f98386df2210fe4d2971bd326940f062cf8d

Observation 8c5c88d5-506d-48a3-b39d-66f20e928dd3 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.016186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.016186Z digest=sha256:5dc956fa1d91a76f609dc2258c8dc53eb54af60501cc1963103a0edf8c28ad9b

Observation 058684c9-14f1-43ca-9778-71568ff83e7f · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Linformer: Self-Attention with Linear Complexity

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.019351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.019351Z digest=sha256:5fe62566c03b7121ad34e7a5c4ac579791fc4b2ed976378bf1da33b243ca69ac

Observation 224c1533-9ead-41ae-b4d9-57eef7e70464 · outbound

This paper cites EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.022815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.022815Z digest=sha256:a3ee9e0cb2948993eb95bc7912b520b14f58d043893dde11a840c42506d10fda

Observation 7f230b02-3e75-40d5-9912-266da8509e9e · outbound

This paper cites Multi-Task Deep Recommender Systems: A Survey.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Multi-Task Deep Recommender Systems: A Survey

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.025995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.025995Z digest=sha256:5e757a9cf6f9a6f6cc938dd35d12e5afe0183e42b8a47a204dfe7a965bf59e8e

Observation d1d6ec9a-c1b8-470f-a2fd-f6eb8a94e8fb · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.510252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.029145Z digest=sha256:1fc6c8698c259249be8ddc9c316b98553bf83004a36633fcdb05ffc0ef578ac8

Observation 76e6e4fa-363f-49b0-a4c0-183d2e6d05b8 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.500613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.032109Z digest=sha256:76653de9cb0bf4920edd5e064f3c19191da2f1d9a5a2f3919b9069a432efffb5

Observation e7f8ad03-a9d7-4097-88af-79328b4c2493 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.490958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.034934Z digest=sha256:4b2f6791728675887f257bba92ebe92743c0aba5afe3603ecaf1c06031e2a915

Observation 6a8eca2a-246f-426d-814d-09236ddbda1b · outbound

This paper cites Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.041409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.041409Z digest=sha256:1a4eb04a370a979d2c5546a4b150490e1f5d0060c4592cddbc242adce0584585

Observation 28c2a53f-dded-43ef-8e22-39e170294dd9 · outbound

This paper cites HOPE for a Robust Parameterization of Long-memory State Space Models.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation HOPE for a Robust Parameterization of Long-memory State Space Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.044785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.044785Z digest=sha256:cecf8cebccb9260e599893142a8bcff4d3e0049a8f3182552bf7775fb176782d

Observation 3b8671b5-5254-4883-8de8-fda562e758fb · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.481791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.047900Z digest=sha256:057848553bc686b405fdaa3b301bfb57d6e6123e6f1b3f663fefad74d5cc7710

Observation 989acb89-53c1-45e6-bd7b-79f696c46d4a · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.472202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.050847Z digest=sha256:47f80020760b67d955832961d6623920722931e403531678228e9189faaa7576

Observation d742fa24-d74f-4d09-b347-1c189320fe85 · outbound

This paper cites GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-15T23:56:01.200381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.053719Z digest=sha256:cc06c66feb01b9df47db9e9021acfe453d646d8d98916f408d7fdfa42d2ca8c6

Observation 2374b995-4ee3-4ccb-a78a-389981e6eac3 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.056663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.056663Z digest=sha256:082f5c33fddb383ed71f5dbf6f885b1920dcbb8aa52bd4b38a6ca69217e9ff98

Observation 011298f0-d478-4481-a2df-e7a4386705ea · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.457217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.059602Z digest=sha256:8ab73a5ed4a50eddbef66f8473cbb29bbe1a591262bc68f126084682265628af

Observation fa56c4c3-a622-43cc-998e-cd812fdb5d67 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.447862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.062484Z digest=sha256:0c103086252113cfbe0b1bd08d39c99e0b569b4822c61f59b331df3edc8fb5d1

Observation 4016752b-a775-48ad-a074-967b449078a3 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.438315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.065408Z digest=sha256:f88ec46f8bced5ed55f91829598d54326bc09d90020b25806cb360b2318a8031

Observation 683b7935-eb1c-4c14-8627-0da4367f1dd5 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.071256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.071256Z digest=sha256:e31cb2ea66a87920896e6808533a47d355f33a15c8d74db3be1666947266b8b3

Observation d750f000-70c6-4b1b-a1ea-0fafba41d631 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.075051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.075051Z digest=sha256:3823ef29a60b6ab656c430d9f59b3b0ff6fc170cd9f0f9fb96a262d36c8ee34d

Observation 3798be23-6b63-4484-b33c-01f1f2aa9dd9 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.079708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.079708Z digest=sha256:0d0d63a6bc7cc193b5a73c4b317111d3ef7d0e4aebe507d5f80435440f8efeba

Observation 830cf62b-19b2-4800-9be9-3239d86bbfec · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.412563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.086842Z digest=sha256:3574d22e4e435406d5a108dba3768ad90e583453f357a0d2cb8ba9953dedaefc

Observation 1fa68758-2ff2-4b45-8715-2b56bf48389a · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.090014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.090014Z digest=sha256:4941e41f4cac8013e9e795803394be1e8f1b9dc80a97ad60cb61ca16cbb6f5fa

Observation 38671c2e-c47e-49f7-8f2a-d0bb2771ed46 · outbound

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

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.934683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.934683Z digest=sha256:e27afba515d560e597f11d1f44ffd3454315380ea228f8fd1e849c8600ed026d

Observation 88e64326-0204-4fd0-9289-f275a8aba443 · outbound

This paper cites In proceedings of the Eleventh ACM Conference on Recommender Systems.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation In proceedings of the Eleventh ACM Conference on Recommender Systems

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:56:01.567141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.994652Z digest=sha256:d3d022abf1f38dbc01e3683548baa51af362db47d41935420c5194ae1c90f418

Observation 9163dc07-f31c-44f5-8bd0-8be5d732a2ce · outbound

This paper cites In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:01.083912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:01.083912Z digest=sha256:6e149b4368a660c16f5d3c377f5d2c7ba2b673418ae08a23005509edf6abb8c3

Observation cd3f838f-b5e4-44d1-a009-a306a9dc90ca · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.543361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:01.003441Z digest=sha256:2125cfe99a157d14915b848bbc4b98e8951c958dc7af030178f49c14f317e9e3

Observation 9c97f57d-58c1-4ca0-b5ce-07a9b07b3441 · outbound

This paper cites an unresolved cited work.

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:56:01.648364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:56:00.947687Z digest=sha256:c2c21d58785e1955bb324542d2911d0ed861b544cbe85a24c8330b4feb22f701

Observation 3d5c0dea-96e8-42b9-b8ce-d0e90da70f8d · outbound

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

STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T23:56:00.970811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:56:00.970811Z digest=sha256:0778f6880576c0560573b9b4af9251d4f41630edd9b6d4bea736f576261410e2

Pith citing papers

Observation 91d8c88e-5d03-4e30-9eee-acafb237e014 · inbound

Block-Biased Mamba for Long-Range Sequence Processing cites this paper.

Block-Biased Mamba for Long-Range Sequence Processing STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:49:30.725254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T21:49:30.543930Z digest=sha256:5af80b0dcf5c65e4d76dd11ac863b1dedd2009bbba0160204cac9f260499db99