Paper Citation Record · LEDGER

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation

As of 18 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2506.13021.

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

pith.paper-citation-record.v1
2506.13021 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:43:12.912218Z

measured 20 of 20 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 2026-05-10T02:26:05.178943Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:01:26.045932Z

Reference resolution

19 of 19 outbound references displayed

verified exact4
verified fuzzy4
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 596a42b3-1a4c-4501-8cb6-215d1f1483eb · outbound

This paper cites Position-aware context attention for session-based recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Position-aware context attention for session-based recommendation

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T00:43:12.970290Z

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.

Observation 9c0730fb-2742-42d8-bf22-6e3f9063cd43 · outbound

This paper cites Sequential recommendation with user memory networks.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Sequential recommendation with user memory networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:11.617253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d99cabf-7cfc-4b02-8982-f17d98ee56b7 · outbound

This paper cites TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:43:13.463601Z

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.

Observation 102f9b9d-c100-48b5-a390-049eaf92f252 · outbound

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

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Deep learning for sequential recommendation: Algorithms, influential factors, and evaluations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:11.799246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f151234e-b7f7-43d8-b26a-e3448075446d · outbound

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

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:11.883213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a682ff86-16c6-45b4-bf01-8fac95f44bde · outbound

This paper cites Csan: Contextual self-attention network for user sequential recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Csan: Contextual self-attention network for user sequential recommendation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:11.934353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf18308-849a-4a53-a477-90a1979891cb · outbound

This paper cites An empirical explo- ration of recurrent network architectures.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation An empirical explo- ration of recurrent network architectures

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:13.603277Z

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.

Observation 63acfa9f-097b-4354-8dc0-401c9e05dbc3 · outbound

This paper cites The elephant in the room: Rethinking the usage of pre-trained language model in sequential recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation The elephant in the room: Rethinking the usage of pre-trained language model in sequential recommendation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.218415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af851e79-73e7-4238-bf60-7000d03e43d7 · outbound

This paper cites Sequence-aware recommender systems.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Sequence-aware recommender systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.261629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ecfa0e-8042-4b7f-b547-86e598cfef62 · outbound

This paper cites Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.352138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7bc13d-3371-415f-9edb-6949f55fef2f · outbound

This paper cites Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.412794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801c1998-1ad1-48eb-8e7e-84bd1b3ed3ef · outbound

This paper cites Sheng, Mehmet A.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Sheng, Mehmet A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.494399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e9bd0d-64f0-4089-9805-3ea264f2e65e · outbound

This paper cites Sequential Recommendation with Latent Relations based on Large Language Model.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Sequential Recommendation with Latent Relations based on Large Language Model

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:43:13.065800Z

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.

Observation 7eda4d9a-68bb-4a64-b6e7-ca75e81fe614 · outbound

This paper cites Sequential recommender system based on hierar- chical attention network.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Sequential recommender system based on hierar- chical attention network

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:13.592472Z

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.

Observation 3da3fdf0-3665-4aa5-b866-b0ecfccdf6cf · outbound

This paper cites Tlsan: Time-aware long- and short-term attention network for next-item recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Tlsan: Time-aware long- and short-term attention network for next-item recommendation

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T00:43:12.944717Z

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.

Observation b178fa47-7175-4c56-a44b-98f22e3052db · outbound

This paper cites an unresolved cited work.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:43:13.579391Z

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.

Observation 11aae652-6be5-4ad0-8a83-5e57486322c8 · outbound

This paper cites Har- nessing large language models for text-rich sequential recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Har- nessing large language models for text-rich sequential recommendation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:12.783604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c5dde41-2192-46cb-9032-64b53d9e49fd · outbound

This paper cites Atrank: an attention-based user behavior modeling framework for recommendation.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Atrank: an attention-based user behavior modeling framework for recommendation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:13.566472Z

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.

Observation 0ca60d66-abc8-4ef2-ac4c-d72511e2b692 · outbound

This paper cites Deep interest network for click-through rate prediction.

C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation Deep interest network for click-through rate prediction

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:13.552393Z

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.

Pith citing papers

Observation c887734c-3a77-49af-9727-067ab517caef · inbound

GraphRAG-IRL: Personalized Recommendation with Graph-Grounded Inverse Reinforcement Learning and LLM Re-ranking cites this paper.

GraphRAG-IRL: Personalized Recommendation with Graph-Grounded Inverse Reinforcement Learning and LLM Re-ranking C-TLSAN: Content-Enhanced Time-Aware Long- and Short-Term Attention Network for Personalized Recommendation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:01:26.048909Z

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.