Paper Citation Record · LEDGER

A Survey on Sequential Recommendation

As of 13 August 2026, this Paper Citation Record lists 100 of 199 outbound references and 3 inbound Pith citation observations for arXiv:2412.12770.

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

pith.paper-citation-record.v1
2412.12770 v2

Coverage vector

measured 100 of 199 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:47:37.563307Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:33.881146Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 199 outbound references displayed

verified exact1
verified fuzzy0
unresolved99
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 726cd4d8-b441-4751-bf96-831aed34817f · outbound

This paper cites Self-attentive sequential rec- ommendation.

A Survey on Sequential Recommendation Self-attentive sequential rec- ommendation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.059731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5d24116-030a-4d2f-809e-ffcb1ebf4fc2 · outbound

This paper cites Translation-based rec- ommendation.

A Survey on Sequential Recommendation Translation-based rec- ommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.066016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2f447f-f1c2-4272-b3b6-bac68069bdec · outbound

This paper cites ICAT-SR: Item categorical attribute integrated sequential recom- mendation.

A Survey on Sequential Recommendation ICAT-SR: Item categorical attribute integrated sequential recom- mendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.072367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c42940-6663-490f-8e50-45aa734b4414 · outbound

This paper cites Non- invasive self-attention for side information fusion in sequential recommendation.

A Survey on Sequential Recommendation Non- invasive self-attention for side information fusion in sequential recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.078977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d76e15f7-feba-4a17-a55c-1d7e2c2ceff2 · outbound

This paper cites BERT: Pre- training of deep bidirectional Transformers for lan- guage understanding.

A Survey on Sequential Recommendation BERT: Pre- training of deep bidirectional Transformers for lan- guage understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.084851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154a49a4-f4ab-4bb9-8f75-6ced2dd3b8bd · outbound

This paper cites Deep residual learning for image recognition.

A Survey on Sequential Recommendation Deep residual learning for image recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.090730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ffd1b7-c208-447c-9df2-e714a7f9bfcc · outbound

This paper cites Where to go next for recommender systems? ID- vs.

A Survey on Sequential Recommendation Where to go next for recommender systems? ID- vs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.099091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe0dd79-ebc6-4c09-8bc0-4b3eea648c5e · outbound

This paper cites Towards universal sequence representation learning for recommender systems.

A Survey on Sequential Recommendation Towards universal sequence representation learning for recommender systems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.104682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 602e1e4a-c25d-4669-91c2-a34987224e51 · outbound

This paper cites GenRec: Large language model for generative recommendation.

A Survey on Sequential Recommendation GenRec: Large language model for generative recommendation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.110182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4d3fae-1226-4f57-8e02-9cab96635f38 · outbound

This paper cites Improving sequential rec- ommendations with LLMs.

A Survey on Sequential Recommendation Improving sequential rec- ommendations with LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.115481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabbdc99-d727-4fbd-a803-ae6b4addb3ea · outbound

This paper cites Search-based user interest modeling with lifelong sequential behavior data for click-through rate prediction.

A Survey on Sequential Recommendation Search-based user interest modeling with lifelong sequential behavior data for click-through rate prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.120467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 917f286e-2393-443a-9b48-74375ed3000a · outbound

This paper cites Contrastive learning for sequential recommendation.

A Survey on Sequential Recommendation Contrastive learning for sequential recommendation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.125287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22976b54-bf22-47ba-bff3-64eb19f9022a · outbound

This paper cites A survey on session-based recommender systems.

A Survey on Sequential Recommendation A survey on session-based recommender systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.129713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e7164ce-5c2a-4f52-a9da-ce4bfdb53622 · outbound

This paper cites Graph and sequential neural networks in session-based recommendation: A survey.

A Survey on Sequential Recommendation Graph and sequential neural networks in session-based recommendation: A survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.136231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 893e47f1-8679-4fe7-965c-e37c89462a73 · outbound

This paper cites Sequence-aware recommender systems.

A Survey on Sequential Recommendation Sequence-aware recommender systems

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.142300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4d3491-76e7-43aa-870a-e6a951ef61bb · outbound

This paper cites A survey and taxonomy of se- quential recommender systems for e-commerce prod- uct recommendation.

A Survey on Sequential Recommendation A survey and taxonomy of se- quential recommender systems for e-commerce prod- uct recommendation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.149748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3f3722-fb0b-46f6-bf32-4bb576a2d64a · outbound

This paper cites Deep learning for sequential recommendation: Algorithms, influential factors, and evaluations.

A Survey on Sequential Recommendation Deep learning for sequential recommendation: Algorithms, influential factors, and evaluations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.155448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af58343-96a6-4786-a19f-6e6d4c411151 · outbound

This paper cites A survey of sequential recommendation systems: Techniques, evaluation, and future directions.

A Survey on Sequential Recommendation A survey of sequential recommendation systems: Techniques, evaluation, and future directions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.161512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f348e4d-5b4e-4222-978b-1ced57ec32e4 · outbound

This paper cites A survey on multi- behavior sequential recommendation.

A Survey on Sequential Recommendation A survey on multi- behavior sequential recommendation

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:47:38.584074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6069dc24-a430-4389-bb21-4353371a9acb · outbound

This paper cites A survey on cross-domain sequential recommendation.

A Survey on Sequential Recommendation A survey on cross-domain sequential recommendation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.172820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d77f1c-1f34-405a-a153-21df58be4043 · outbound

This paper cites Contrastive self- supervised learning in recommender systems: A sur- vey.

A Survey on Sequential Recommendation Contrastive self- supervised learning in recommender systems: A sur- vey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.177491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c201df1-51e3-44c6-b847-f8882168a176 · outbound

This paper cites A Survey on Data-Centric Recommender Systems.

A Survey on Sequential Recommendation A Survey on Data-Centric Recommender Systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.182372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b880fb1-b5b5-45c8-be00-dc37d8d6b7c9 · outbound

This paper cites Side Information-Driven Session-based Recommendation: A Survey.

A Survey on Sequential Recommendation Side Information-Driven Session-based Recommendation: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.188641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8416464d-14c2-407a-89da-ee7c850aefd0 · outbound

This paper cites Session- based recommendations with recurrent neural networks.

A Survey on Sequential Recommendation Session- based recommendations with recurrent neural networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.194362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e8266c-a87d-478a-b213-9b656b5e5919 · outbound

This paper cites Decoupled side information fusion for sequential recommendation.

A Survey on Sequential Recommendation Decoupled side information fusion for sequential recommendation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.199311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ab5a26-30fb-4126-9fa2-e80ff6ca2627 · outbound

This paper cites Extracting attentive social temporal excitation for sequential recommendation.

A Survey on Sequential Recommendation Extracting attentive social temporal excitation for sequential recommendation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.204159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33346670-7315-46f1-991d-44b7547eaeb7 · outbound

This paper cites Learning vector- 40 Front.

A Survey on Sequential Recommendation Learning vector- 40 Front

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.208871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3247754-757f-4e99-b61b-3b75210b2e9d · outbound

This paper cites Using se- quential and non-sequential patterns in predictive web usage mining tasks.

A Survey on Sequential Recommendation Using se- quential and non-sequential patterns in predictive web usage mining tasks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.213472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8040470-cb4b-4789-a8e5-a9c0bfe4d28f · outbound

This paper cites Fac- torizing personalized Markov chains for next-basket recommendation.

A Survey on Sequential Recommendation Fac- torizing personalized Markov chains for next-basket recommendation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.218119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa17ae34-1df1-4d48-bb73-96765fa30659 · outbound

This paper cites Recurrent neural networks with top-k gains for session-based recommendations.

A Survey on Sequential Recommendation Recurrent neural networks with top-k gains for session-based recommendations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.222545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ca7f9b-501c-44a6-90e9-90d7b479b51b · outbound

This paper cites K-plet recurrent neural networks for sequential recommendation.

A Survey on Sequential Recommendation K-plet recurrent neural networks for sequential recommendation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.227004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6096130-69d9-4daa-b485-38e7c0398c20 · outbound

This paper cites Collaborative sequence prediction for sequential recommender.

A Survey on Sequential Recommendation Collaborative sequence prediction for sequential recommender

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.231529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad492bf-6b69-4b5e-9db5-04fa0027b79a · outbound

This paper cites Double attention convolutional neural network for sequential recommen- dation.

A Survey on Sequential Recommendation Double attention convolutional neural network for sequential recommen- dation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.236131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 172a91b4-ac75-4a62-9f83-7d5a278548da · outbound

This paper cites Personalized top-N sequential recom- mendation via convolutional sequence embedding.

A Survey on Sequential Recommendation Personalized top-N sequential recom- mendation via convolutional sequence embedding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.241073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40a1140f-5ede-4598-b1f6-fd4374e77c76 · outbound

This paper cites Cos- Rec: 2D convolutional neural networks for sequential recommendation.

A Survey on Sequential Recommendation Cos- Rec: 2D convolutional neural networks for sequential recommendation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.245728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc9af56a-1be2-4acb-aff9-c24b3830db86 · outbound

This paper cites BERT4Rec: Sequential recommendation with bidirec- tional encoder representations from Transformer.

A Survey on Sequential Recommendation BERT4Rec: Sequential recommendation with bidirec- tional encoder representations from Transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.250378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742a15a7-cb35-4164-a01c-6b85c78c935c · outbound

This paper cites A systematic review and repli- cability study of bert4rec for sequential recommenda- tion.

A Survey on Sequential Recommendation A systematic review and repli- cability study of bert4rec for sequential recommenda- tion

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.255389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb5760a-d4e8-40b2-b6b6-313a8809b321 · outbound

This paper cites Adaptive disen- tangled Transformer for sequential recommendation.

A Survey on Sequential Recommendation Adaptive disen- tangled Transformer for sequential recommendation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.260119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b913475-af5d-4e82-8911-1b9aaa451f55 · outbound

This paper cites Attention calibration for Transformer-based sequential recommendation.

A Survey on Sequential Recommendation Attention calibration for Transformer-based sequential recommendation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.264723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31feae7e-6b72-4d0f-a9dd-2c034b8aa2d1 · outbound

This paper cites Sequential recommendation for optimiz- ing both immediate feedback and long-term retention.

A Survey on Sequential Recommendation Sequential recommendation for optimiz- ing both immediate feedback and long-term retention

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.269325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20a2bc0f-5c8c-419a-ac95-c173e8c22084 · outbound

This paper cites Sequential recommendation via stochastic self-attention.

A Survey on Sequential Recommendation Sequential recommendation via stochastic self-attention

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.274106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043e5209-bad4-449e-ad47-479d53845601 · outbound

This paper cites Sequential recommendation with self-attentive multi-adversarial network.

A Survey on Sequential Recommendation Sequential recommendation with self-attentive multi-adversarial network

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.279380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dd98f3c-39c2-4874-bcee-27647ae07171 · outbound

This paper cites SSE-PT: Sequen- tial recommendation via personalized Transformer.

A Survey on Sequential Recommendation SSE-PT: Sequen- tial recommendation via personalized Transformer

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.284241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a6e4fc-c9ee-4641-9c85-7733eae6b8bf · outbound

This paper cites STRec: Sparse Transformer for sequential recommendations.

A Survey on Sequential Recommendation STRec: Sparse Transformer for sequential recommendations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.288927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c4dca0-6bce-465b-aaf1-c60c623e21c7 · outbound

This paper cites Motif-aware se- quential recommendation.

A Survey on Sequential Recommendation Motif-aware se- quential recommendation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.293265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379e12e3-e25d-4a88-afb5-85ec361d7446 · outbound

This paper cites Poincar ´e heterogeneous graph neural networks for sequential recommendation.

A Survey on Sequential Recommendation Poincar ´e heterogeneous graph neural networks for sequential recommendation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.297929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feda4e89-28c0-4f33-8803-b2c9578069a4 · outbound

This paper cites Contrastive learning with bidirectional Transformers for sequential recommendation.

A Survey on Sequential Recommendation Contrastive learning with bidirectional Transformers for sequential recommendation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.302910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8cddd2-af2c-4844-bea3-f250472d1f3a · outbound

This paper cites De- biased contrastive learning for sequential recommen- dation.

A Survey on Sequential Recommendation De- biased contrastive learning for sequential recommen- dation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.307938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a6dd26-e4cc-4c23-9d56-b8268c615780 · outbound

This paper cites 41 Jin D, Li Y.

A Survey on Sequential Recommendation 41 Jin D, Li Y

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.312715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3104c18-657d-4c67-a0b7-e8aaa0b57c50 · outbound

This paper cites Dually en- hanced propensity score estimation in sequential rec- ommendation.

A Survey on Sequential Recommendation Dually en- hanced propensity score estimation in sequential rec- ommendation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.317927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acd05f4-5469-4bf0-abaa-d618e0cfdb18 · outbound

This paper cites Improving Transformer-based sequential recom- menders through preference editing.

A Survey on Sequential Recommendation Improving Transformer-based sequential recom- menders through preference editing

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.322589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2237cb2c-86ab-443f-ada5-98b50dfcaf69 · outbound

This paper cites Integrating offline reinforcement learning with Transformers for se- quential recommendation.

A Survey on Sequential Recommendation Integrating offline reinforcement learning with Transformers for se- quential recommendation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.327653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3477d96-61f7-4f26-bef6-9bf2b74650fa · outbound

This paper cites Modeling se- quences as distributions with uncertainty for sequential recommendation.

A Survey on Sequential Recommendation Modeling se- quences as distributions with uncertainty for sequential recommendation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.332338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e07c13-8263-4722-aca4-7cb180063ad5 · outbound

This paper cites Transformers4Rec: Bridging the gap be- tween nlp and sequential/session-based recommenda- tion.

A Survey on Sequential Recommendation Transformers4Rec: Bridging the gap be- tween nlp and sequential/session-based recommenda- tion

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.337037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64578dc9-a361-4af0-ba6c-5bc7feb4c553 · outbound

This paper cites Progressive self-attention network with unsymmetrical positional encoding for sequential recommendation.

A Survey on Sequential Recommendation Progressive self-attention network with unsymmetrical positional encoding for sequential recommendation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.341722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06e4b2fd-2fa8-495e-a300-f7e19650964a · outbound

This paper cites En- hancing Transformers without self-supervised learning: A loss landscape perspective in sequential recommen- dation.

A Survey on Sequential Recommendation En- hancing Transformers without self-supervised learning: A loss landscape perspective in sequential recommen- dation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.346761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d307121b-dcd2-4f07-9942-48a5ad2e703e · outbound

This paper cites Diffusion augmentation for sequential recommenda- tion.

A Survey on Sequential Recommendation Diffusion augmentation for sequential recommenda- tion

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.352089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9232d03-98bd-4731-a60d-a37c5f10a498 · outbound

This paper cites Di ffuRec: A di ffusion model for sequential recommendation.

A Survey on Sequential Recommendation Di ffuRec: A di ffusion model for sequential recommendation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.357729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcd561a-f4e2-4edb-ba7c-3c03e2f764b7 · outbound

This paper cites Di ff4Rec: Sequential recommendation with curriculum-scheduled diffusion augmentation.

A Survey on Sequential Recommendation Di ff4Rec: Sequential recommendation with curriculum-scheduled diffusion augmentation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.362574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79fd57f-ef96-4ce5-98b2-bcc545b60aea · outbound

This paper cites AutoSe- qRec: Autoencoder for efficient sequential recommen- dation.

A Survey on Sequential Recommendation AutoSe- qRec: Autoencoder for efficient sequential recommen- dation

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.367467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a87e46b-6847-46cb-b747-b46f2e2c550a · outbound

This paper cites Causality-driven user modeling for sequential recommendations over time.

A Survey on Sequential Recommendation Causality-driven user modeling for sequential recommendations over time

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.372586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c5426c-f070-4cf5-bfd5-e04b4f95bc6b · outbound

This paper cites Leveraging two types of global graph for sequential fashion recom- mendation.

A Survey on Sequential Recommendation Leveraging two types of global graph for sequential fashion recom- mendation

Reference 62

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Observation 17c7b8d8-e6ba-4ccd-ac3a-57725b23a0df · outbound

This paper cites Modeling sequences as star graphs to address over-smoothing in self-attentive sequential recommendation.

A Survey on Sequential Recommendation Modeling sequences as star graphs to address over-smoothing in self-attentive sequential recommendation

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Observation d075b27a-d94e-4fdd-8953-c4314a2e56d4 · outbound

This paper cites Filter-enhanced MLP is all you need for sequential recommendation.

A Survey on Sequential Recommendation Filter-enhanced MLP is all you need for sequential recommendation

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Observation 0b0ebc82-cad5-4150-b0a9-67653f8b5b73 · outbound

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A Survey on Sequential Recommendation TriMLP: A foundational MLP-like archi- tecture for sequential recommendation

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Observation fc315112-30bb-4257-bc29-3e20365f83a1 · outbound

This paper cites Learning global and multi-granularity local representation with MLP for sequential recommenda- tion.

A Survey on Sequential Recommendation Learning global and multi-granularity local representation with MLP for sequential recommenda- tion

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Observation 832b03c6-369a-45a1-a990-66ee75af4ecb · outbound

This paper cites Sequential variational autoencoders for collaborative filtering.

A Survey on Sequential Recommendation Sequential variational autoencoders for collaborative filtering

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Observation e622053d-65c8-4f9e-861b-a1a822cbe470 · outbound

This paper cites Hierarchical temporal convolutional networks for dynamic recommender systems.

A Survey on Sequential Recommendation Hierarchical temporal convolutional networks for dynamic recommender systems

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Observation b64a4048-f9a6-4bb6-84d0-3df98fbbbf8f · outbound

This paper cites Gating aug- mented capsule network for sequential recommenda- tion.

A Survey on Sequential Recommendation Gating aug- mented capsule network for sequential recommenda- tion

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Observation 19d193e7-5393-4180-885c-a08bb2afcc05 · outbound

This paper cites Time-aware multi-interest capsule network for sequential recommendation.

A Survey on Sequential Recommendation Time-aware multi-interest capsule network for sequential recommendation

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Observation 92e5c650-1040-40fa-abe9-7a49d74d099d · outbound

This paper cites Deep Reinforcement Learning for List-wise Recommendations.

A Survey on Sequential Recommendation Deep Reinforcement Learning for List-wise Recommendations

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Observation d84ec406-325e-4b1f-91c5-1b263855e77d · outbound

This paper cites Sequence adaptation via re- inforcement learning in recommender systems.

A Survey on Sequential Recommendation Sequence adaptation via re- inforcement learning in recommender systems

Reference 72

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Observation 5c391a69-a57f-4ac3-9513-f2cb7e969a11 · outbound

This paper cites AdaMCT: Adaptive mixture of CNN-Transformer for sequential recommendation.

A Survey on Sequential Recommendation AdaMCT: Adaptive mixture of CNN-Transformer for sequential recommendation

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Observation 633ce2ac-aea2-45ab-bad8-30fd3f7d4afc · outbound

This paper cites Towards accurate and interpretable sequential prediction: A CNN & attention- based feature extractor.

A Survey on Sequential Recommendation Towards accurate and interpretable sequential prediction: A CNN & attention- based feature extractor

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Observation fad55f29-8567-4df6-b95a-a2e87fa1a0c7 · outbound

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A Survey on Sequential Recommendation Learning to learn a cold-start sequential recommender

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Observation 046fe599-e130-4cd2-b180-8d38e5f26f30 · outbound

This paper cites Global- local graphformer: Towards better understanding of user intentions in sequential recommendation.

A Survey on Sequential Recommendation Global- local graphformer: Towards better understanding of user intentions in sequential recommendation

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Observation 6a0a0fe9-b319-486c-8e5c-b369a6a4f8fe · outbound

This paper cites Graph masked autoencoder for sequential recommendation.

A Survey on Sequential Recommendation Graph masked autoencoder for sequential recommendation

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Observation 30b39cc8-6d17-45e7-accf-d6c32e216cc4 · outbound

This paper cites Learning from sub- stitutable and complementary relations for graph-based sequential product recommendation.

A Survey on Sequential Recommendation Learning from sub- stitutable and complementary relations for graph-based sequential product recommendation

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Observation b7121450-f2e2-42b1-b04b-7e405464c5ee · outbound

This paper cites APGL4SR: A generic framework with adaptive and personalized global col- laborative information in sequential recommendation.

A Survey on Sequential Recommendation APGL4SR: A generic framework with adaptive and personalized global col- laborative information in sequential recommendation

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Observation 9b796284-c1ba-46c5-b84a-799f8bab36b1 · outbound

This paper cites End-to-end graph-sequential representation learning for accurate recommendations.

A Survey on Sequential Recommendation End-to-end graph-sequential representation learning for accurate recommendations

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Observation 6215f6ff-6511-40b2-8838-ca60c2596858 · outbound

This paper cites Recurrent attentive neural networks for sequential recommendation.

A Survey on Sequential Recommendation Recurrent attentive neural networks for sequential recommendation

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Observation b2931f9e-8172-4d87-a9bf-cff734f52778 · outbound

This paper cites Sheng V S S, Cui Z, Zhou X, Xiong H.

A Survey on Sequential Recommendation Sheng V S S, Cui Z, Zhou X, Xiong H

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Source-reported events for the cited work

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Observation ae440b3a-a7ee-4fd2-b559-d1b8fe517ffb · outbound

This paper cites Learning neighbor user intention on user–item inter- action graphs for better sequential recommendation.

A Survey on Sequential Recommendation Learning neighbor user intention on user–item inter- action graphs for better sequential recommendation

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Observation ba5cac91-5ffc-4742-9fef-256eb09f7f27 · outbound

This paper cites an unresolved cited work.

A Survey on Sequential Recommendation Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-11T13:47:37.486367Z

Source-reported events for the cited work

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Observation 9368b323-9e4b-4703-bb44-7aa8f14b2497 · outbound

This paper cites Cross-domain self-attentive sequential recommendations.

A Survey on Sequential Recommendation Cross-domain self-attentive sequential recommendations

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Observation 256b4fe4-a633-4b5e-b5eb-4914b5c22783 · outbound

This paper cites Triple sequence learning for cross-domain recommen- dation.

A Survey on Sequential Recommendation Triple sequence learning for cross-domain recommen- dation

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Observation f81e69e9-cd32-4318-af2f-93d462f4b2a5 · outbound

This paper cites Contrastive cross-domain sequential recommendation.

A Survey on Sequential Recommendation Contrastive cross-domain sequential recommendation

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Observation 6629d5aa-0a17-47d9-822c-7f655c8b0e74 · outbound

This paper cites Time interval aware self- attention for sequential recommendation.

A Survey on Sequential Recommendation Time interval aware self- attention for sequential recommendation

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Source-reported events for the cited work

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Observation 6a7d5a0b-1f83-416f-b81c-1d999267072c · outbound

This paper cites Learning heteroge- neous temporal patterns of user preference for timely recommendation.

A Survey on Sequential Recommendation Learning heteroge- neous temporal patterns of user preference for timely recommendation

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Source-reported events for the cited work

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Observation 619f1ce2-c9bc-4d98-a2a7-89ebc53c48c6 · outbound

This paper cites Multi- behavior sequential Transformer recommender.

A Survey on Sequential Recommendation Multi- behavior sequential Transformer recommender

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Observation ac32121c-900b-47ce-94d2-6d2363f4a987 · outbound

This paper cites Person- alized behavior-aware Transformer for multi-behavior sequential recommendation.

A Survey on Sequential Recommendation Person- alized behavior-aware Transformer for multi-behavior sequential recommendation

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Observation 2362acec-e920-4651-ac3b-0d17a0993d70 · outbound

This paper cites Global heterogeneous graph and target interest denois- ing for multi-behavior sequential recommendation.

A Survey on Sequential Recommendation Global heterogeneous graph and target interest denois- ing for multi-behavior sequential recommendation

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Observation 2a9a672d-3aeb-4f6d-b593-047722019dee · outbound

This paper cites Learning dual dynamic representations on time-sliced user-item interaction graphs for sequential recommendation.

A Survey on Sequential Recommendation Learning dual dynamic representations on time-sliced user-item interaction graphs for sequential recommendation

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Source-reported events for the cited work

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Observation e8743a48-ef73-42ab-b405-c389a6623c46 · outbound

This paper cites Attention mixtures for time-aware sequential recom- Liwei Pan et al.

A Survey on Sequential Recommendation Attention mixtures for time-aware sequential recom- Liwei Pan et al

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Source-reported events for the cited work

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Observation fac1019b-4d87-4115-b2b3-4bee493cf6da · outbound

This paper cites Continuous-time sequential recommendation with tem- poral graph collaborative Transformer.

A Survey on Sequential Recommendation Continuous-time sequential recommendation with tem- poral graph collaborative Transformer

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Source-reported events for the cited work

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Observation 3a78c5b1-3d44-46a8-9849-2fda62cb208e · outbound

This paper cites Time interval-aware graph with self- attention for sequential recommendation.

A Survey on Sequential Recommendation Time interval-aware graph with self- attention for sequential recommendation

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Source-reported events for the cited work

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Observation 8e5ebf27-4c52-4b94-bf7b-233aaba31c71 · outbound

This paper cites Moving forward together: A multi-user pat- tern extraction neural model for sequential recommen- dations.

A Survey on Sequential Recommendation Moving forward together: A multi-user pat- tern extraction neural model for sequential recommen- dations

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Source-reported events for the cited work

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Observation eb181d7e-0b3e-4390-8d8d-f782712276f3 · outbound

This paper cites Next- item recommendation with sequential hypergraphs.

A Survey on Sequential Recommendation Next- item recommendation with sequential hypergraphs

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Source-reported events for the cited work

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Observation 9a880d99-986c-466b-9e57-39d2425b795c · outbound

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A Survey on Sequential Recommendation Position-enhanced and time-aware graph convolutional network for sequential recommendations

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Source-reported events for the cited work

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Observation 9e4784b1-6c46-4ad2-94a0-8d68480d8eeb · outbound

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A Survey on Sequential Recommendation Adaptive hier- archical translation-based sequential recommendation

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Source-reported events for the cited work

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Observation 91f120a1-4072-4ffe-a788-de305dea21d6 · inbound

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Observation 2b6cfc8c-42b7-4843-a28d-4f8a59a46d1d · inbound

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Observation 094b11d8-2e44-48a9-bef7-6f30217eb09a · inbound

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Resolution: verified exact; local_arxiv, observed 2026-08-01T14:28:25.593501Z

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