Pith. sign in

Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.880700Z digest=sha256:910334323659787a9870443ffa72723e316c0703b219879ba681c8c24434f883

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=sha256:031d8af5a84ea9a31a645a3acfaf2dd701e444880bcb8bc9c5ff04616b67f9d5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.888664Z digest=sha256:ee1cb536cd52ffb790df054b9b9707788072bed7e32bb25d32c6304ce5b7ac44

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=sha256:19b2ce4abbbfbdd8225c9a82d9a82b6b7a9467aaaec68064ccab87fccdd4f7f4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.906776Z digest=sha256:66a29926f27e20f286ac69ff153a6c3612a28830b6eae50fa873566212b70ea5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.910561Z digest=sha256:dd38a5a8558aa373c6abe1f765855b217aa2fbe93298b9e5bc52f639609a02f9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.913686Z digest=sha256:cafd9858f77450385494ff3842860c89a65751450b8941d3709b4ec3f073b7be

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.919949Z digest=sha256:ec5dbd118b3cd8c3be866f93a83132c915bfde16045c356c28d73bc668e940d8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.928855Z digest=sha256:3792e586dda7ab07d23ff75bb4e8e7fc432835dc59d39a2c8751b6103f9b9e84

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.941340Z digest=sha256:1f8b6bed733bc85ae6e1293592fd7e13b9e23e0c6066930ca0408d82a2217a87

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.956327Z digest=sha256:629d27df750080474a08d3084fe5ffa83ca2040627198fc129282e2aed0f07b5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.959192Z digest=sha256:b7021ed79b796af548d936e471abd4f1a91ae14c86c86a2fe1db6acdd2432647

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.973915Z digest=sha256:6bc022f049132dc946bc48980306cc005d03b635c7ad363b18d85b6e7b44d3e0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.976556Z digest=sha256:ed5ac1180a08a524788191016f739d4e6cd8bcca55b8dbb60963a52be5cc3941

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.979556Z digest=sha256:f659d7eba171ac39949e83a2f05df2285ba2d932132bb206838c6bfd31abb11c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.985186Z digest=sha256:6c9970c17cb126d9bfcbdb4408313cad8fd22ff34fd1c5d53928cc339cc4e357

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.997720Z digest=sha256:c3e2681e3873731ba958c37226f01d7ed84c5e435cf485d2984004b24932b607

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.006571Z digest=sha256:dc2d529fd7a8616a4fb1ba19ca2d6d706dc565777bd9f6b6836d1a35f152f27f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.009554Z digest=sha256:9907dfb067a623ed87147efe60dd42fb4a3e97a00560e0d699304f9a522532ff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.029145Z digest=sha256:3074e1c7486fbd8bcd2e096f8baa90d3201f6d132924a88a7cb5223a7e6cb9c8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.032109Z digest=sha256:cd1b01e3fcbeab70c121b17d9d228ac5b158f68595f24e25846ce227fbbf09c3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.034934Z digest=sha256:70dade0e4eef312f2743adac9afb29c29ad54ce1fbf006f15877141219053caf

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:f63eeae38ba7b8bf37b5c05cb553b38c5df352b9469bda0fed3403e1bca404e7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.047900Z digest=sha256:8d6d84be373fbe4d80d8a5c7e8144703ba3668e4911c347f84227f2191540a2e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.050847Z digest=sha256:133fff048e9d3d2ecd8d7d246ee90a887bcb5f3de4d8a848c7d09dd2cbc4227c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.053719Z digest=sha256:e42b5b70ef9af4265af5525659864fdc1cc5e617d2a3ee8a21ecc01f6b332b74

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.059602Z digest=sha256:0bf0b6ab14f3a5a341700c7c41b99d2a878b900bd74f32b8726a4fd28093d640

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.062484Z digest=sha256:faed75497e333a887aff4d5dd8735300f05e6c91b73d70ba6d1b4ef6bdd3f6b0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.065408Z digest=sha256:c595000ddd0c844013ead1fd96bd28e7942be4482b5f77c4e6458bb95b66c31e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.086842Z digest=sha256:2ffcb24c52381a66f1ee12ddf7751d2d944bed0f0cd28690cd0dfe6bbd62fc9d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.994652Z digest=sha256:ae5a5945fde702c8d4765e77fb97d5c084a28a0f28cf3b66227819734be7838c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:01.003441Z digest=sha256:10bcb86283754d369ba9964db6874ce3e29beec92160252c15237740e07761a5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:56:00.947687Z digest=sha256:52cb0dbfe102957163951c5789da0830d35bbe2fce92a70f15448f305f4da38a

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:da0d902fb54b8e1eff368a610880e496c0631cf7322fc600697228cf21e5e15f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:49:30.543930Z digest=sha256:702e18a5ab497a92609b439cfda158fbe486651b66f4e81fbd67d539ebbd7a34