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Paper Citation Record · LEDGER

Heterogeneous User Modeling for LLM-based Recommendation

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.04626.

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

pith.paper-citation-record.v1
2507.04626 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:48:14.277129Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5e99561-d93f-4289-8fde-b4afeb74b12b · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.048254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.048254Z digest=sha256:dc89a03d85db2d6ee8895d14bb89b25054a303529673d3af516d69ecaa832b57

Observation f6d26092-5eb1-41ae-bca8-49456e73a27e · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:15.038470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.056363Z digest=sha256:2ccd260c626695599aa051caba2efb19fce00dd7f6e8663cf518a06a32f0bb5d

Observation 670e84bf-106f-42b3-8746-0d73f04b821f · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:15.026028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.060234Z digest=sha256:292de282efba73b2b6448f831b980a289e773cd85b2853faf9a234409737240d

Observation 8782afff-c389-4dd9-a8ae-f74ac23f39c7 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.063795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.063795Z digest=sha256:758b4fcf79237c576c876b3ade7878436c14b8e369d6ad6d17033577bcd9158a

Observation fd2e3437-8f37-417b-81a3-d7009cf32d67 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.993333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.071310Z digest=sha256:bcf67c6f712eb1160dbe9d2434bd241aa47c3c1d96b670344d728d2e67bb00b5

Observation 918c2eab-f101-4b1d-8fb5-59c8ebf426cb · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:15.005721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.067649Z digest=sha256:4b31917f1373c42ed1e3ddb832b10352e1afa7f76d380100ac0fd239abf5243d

Observation c5ba16e8-d71b-4596-b6df-a56e9153683b · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.969102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.079121Z digest=sha256:577cb56a0af8f8db8ac5e403fdf44db3db246c5adeeb094e285fe7c8f2d1f96a

Observation 18e533e9-77ff-4d18-9164-2b6ab719f229 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.981348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.075422Z digest=sha256:1201cfa09c5199e3e21bce656d471ae6f85700d8ca5cdf5ee1c21f7fd08ddd19

Observation c8afe711-4cd3-454c-b3b5-87417a8ecfaf · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.956083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.088134Z digest=sha256:2e91e7c25143b14e9dbd6215e3fde0cb2e66bd2977338b3e56b1d2e8ee19a604

Observation e1df1de8-e0be-4ebb-babb-1d3fe5b50a54 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Heterogeneous User Modeling for LLM-based Recommendation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.082810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.082810Z digest=sha256:32970e0843e08dc0956f1f44bbd3e67bb87324e217ca905f01cbc0e6011608f1

Observation 4dd712cf-36ce-4e7f-b2f2-2d67fdc148ff · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.936601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.100251Z digest=sha256:5c7cc25b922c81f8f5165b7f61093fa8ba57708ba85588287c0c793ea23aa0a4

Observation 0b217bc2-d3c1-4593-8680-60054c61c930 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.092009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.092009Z digest=sha256:163816d5728697daa5c5662171d649039e3aabb0985a156a692de1a019ee964b

Observation 2abf3630-bf5e-48e5-ae78-eb407e3e903c · outbound

This paper cites Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, and Nicholas D.

Heterogeneous User Modeling for LLM-based Recommendation Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, and Nicholas D

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:48:14.923646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.107533Z digest=sha256:cb24ba370587c55165035c74cec2e59b8e948291e130105164ed6627e8d488ae

Observation 02e70d25-6979-4425-a576-539fa835b6f0 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.911021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.111057Z digest=sha256:715fa30790c42c4573c4c32e1ef0cc26729324ce206aad0cb336a5fe7423ce11

Observation e81efd8f-e271-4ccf-a9fd-370315655c82 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Heterogeneous User Modeling for LLM-based Recommendation LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.103859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.103859Z digest=sha256:95cd592d45818fc58eb721fccdc126b3171a7796cf76b03a8dc593b7324662d7

Observation a2b2b670-dce8-4bc0-9669-4f538a7e9236 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.885657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.119544Z digest=sha256:7eaec661d55d6136e3c27e1b1ffcc8e65539b3ff3d5dbcd0cc6bf08061198077

Observation 486eec6f-2e5d-446b-8231-e3e76c0c556d · outbound

This paper cites A Survey of Generative Search and Recommendation in the Era of Large Language Models.

Heterogeneous User Modeling for LLM-based Recommendation A Survey of Generative Search and Recommendation in the Era of Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.123097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.123097Z digest=sha256:bd145ab4f3729f7cdb81133708f536dd144f655fe01d619ff1ec8889c3cc4d62

Observation 164b87a9-6d90-45f6-862d-ebaa12372b9e · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.897734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.115408Z digest=sha256:2e4147292d16a3e700687f51d16acd660d6c6bdd6814cf999d815a92a0800968

Observation 8906d1d8-95e0-40cb-8b25-1abd2b8a0b46 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.862141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.130632Z digest=sha256:e7b19de5a80b3f066237050b45d6835a6353b550274f8784f682c853dbe7826e

Observation 54004053-7240-4270-98e2-605b0cdd5cb6 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.850232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9e8bfe5c-9d74-4754-a206-74fbec88b358 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.873995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.127090Z digest=sha256:008b3d21674b964646082e72018cc63c6e7890cd32d6e8f34ae4ba60f5d7c5a2

Observation b541fe02-a958-4cb0-bf11-d77ef7600e30 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.816419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.145848Z digest=sha256:527f31684982d4244d3b37d38a138fcc5d896d19b0eff7a2ce599522d063d074

Observation 14bb02c1-16b7-4b06-a345-cb9870f23a91 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.149501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.149501Z digest=sha256:684bc622943c47965a2b85e1b0e84f9cf650817c2b1f2e70ec7c6d2c430e1aca

Observation 96b70135-998c-4744-a8b7-093177c74e29 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.137738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.137738Z digest=sha256:0b584c845a5bc0c349684ae12071fa37288b9432b6b52e2a9549adc021f62611

Observation 88d0c0f5-6000-4eee-84b1-49c8e8d2771e · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.829739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.142177Z digest=sha256:c9d5d761447c00df80f9bf7076bbaeba7aaa66b239910e2f2a737266893dae12

Observation 43000da9-3e38-4cad-abe2-fa982666cbf9 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.757253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.165314Z digest=sha256:000a0790777e9f7ff4b7224778eb16fef8bb23908f01de7b2b86827fb74678ba

Observation 9c0cdb03-d52d-4668-a378-d153bf000e5a · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.744472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.168970Z digest=sha256:a249e9e6a9387f84331a1838f8e5b14678b9fec751021fe13371810d5543c33e

Observation 946632b3-7e68-40e7-9a3a-b2e6ea81e38b · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.794931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.153369Z digest=sha256:a0d0aa4f6b6f3fdcbe07f541d216296749397c1ee0aefc7b6bff3bd8a50cd719

Observation fb5c84fa-8997-440c-a251-efe44a50ad17 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.781514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d5d1097c-c665-460f-b968-1ecae7a7e3f1 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.769177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 47b0916d-9b75-4e38-ad1d-cce09fa5269f · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.699519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.189555Z digest=sha256:f043d541699e8e1a0088093db83b512bfbe0162c71e02d5fdceee787d2f0a3e7

Observation 5c9a2662-2d6b-402b-b641-61aceefe63f3 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.687021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 69c34a31-0481-4fdb-9286-649872ab1aa5 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.173401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.173401Z digest=sha256:afa2af4accd11151a18ee78791da913e3b4453ca504dc3dd79e1ba2b3e09ac4f

Observation 8317ab57-a03e-48cf-b5a3-1ff8747e744a · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.655149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.206143Z digest=sha256:2c6fb168000e51975084156f0969851c93203e12677cfb03f0800dffbf3e95dd

Observation dcc1548e-8299-4b62-8f66-e9d9b95ccda0 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.724507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.181360Z digest=sha256:18891b26abc1a186ec0a23fb2fa48ce5d1e1ad780071dde578e790fbaba53158

Observation 56779f30-45b9-42b3-aa69-af731ed0679d · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.712114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.185558Z digest=sha256:438ab429da91a70d6ab122c179eee199e431b7f152ef96e3ef9654b31f7e9ff5

Observation c4e84875-4199-4cd9-b7f8-b9339d4efa55 · outbound

This paper cites One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems.

Heterogeneous User Modeling for LLM-based Recommendation One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:48:14.415005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.217518Z digest=sha256:7fad083837b3d40fe0f55b9b0831b7687e7bdf40e546e9d7a4d3d8de123fe738

Observation be532e90-4c42-4f4f-8b19-ef75bd4a1c9a · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.221520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6049908f-d349-4aac-a405-6789f1e85ec7 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.197319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.197319Z digest=sha256:cba1d3afe22056ffc2424b61b2659584a0ddc12004f768a18341b34d8cd52ed4

Observation 64b7bac0-59d7-4505-9b39-081ea0d973f3 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.666958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.201905Z digest=sha256:e2e6c653db2d8d5a1ffbb556c390ab00be8e06dc27ab4743abf899eb29c53f51

Observation 71c4c677-1386-4608-90b7-e021bab316a6 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.583247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.233242Z digest=sha256:c878ead4bb822d89fb80452dd4a0d19dfbbe69dd31d93eb0ad0de4d1ebb1990f

Observation 500e8fde-b4a9-4c97-884d-0d1f6f01c596 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.643069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.210016Z digest=sha256:0a89a258a6eb758a6e9bd602de2ca2f0b42a227fee5b534dca8127bc6de2adff

Observation 51f6386e-adba-410f-8fbe-c03f49e0323b · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.630544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.213609Z digest=sha256:c9a46b582a0930913f0a49771589ea32b126ddb43f122770a6ccd135d5ea2155

Observation 6989f619-e8c8-48cb-84f9-01e0a9efb982 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.559054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 31dd3f50-990b-4a54-8959-5d354d711e71 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.546632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.249666Z digest=sha256:e5ef244cb50a07ffe5171fe1b2e79968641baaae8e5dab7df39b9c560a92671c

Observation 8dfc8181-9812-430d-8d57-af8fc0377ae3 · outbound

This paper cites Tyler and Yi Zhang.

Heterogeneous User Modeling for LLM-based Recommendation Tyler and Yi Zhang

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:48:14.609084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.225747Z digest=sha256:58c3aa3b0e04da2ef712a289b5322d411f5b1db0e04ea19acbe49ebb74bd8332

Observation b7fcf9b8-2535-4db9-a4b8-ba08ba5fd324 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.595145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.229512Z digest=sha256:86fdf667c15661b06abe37fc89a307a5719811e34a8241a81aa2b835d187d43d

Observation 83730d3c-7d58-48fb-8272-ad4e45fff8c1 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.525611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.265637Z digest=sha256:f9e5ba7884223351b1acbcd0d3b030a3d8d70c26bd336cc1f8cf627a81cbeea7

Observation 2302e126-f65d-4adb-9d9a-07e43b9dbaa8 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.570489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.237636Z digest=sha256:32d765d8187e5758a7cbffdb91ae4e1db9b283a5ac47a6de150bc7e348f7384f

Observation 14c4e4d3-df6d-4a86-9f62-b27b71c49241 · outbound

This paper cites Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models.

Heterogeneous User Modeling for LLM-based Recommendation Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.241423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.241423Z digest=sha256:7136d29d33c39e7cd065d2c440d2c693d663af7e033c898fcfc55aa2b45b0145

Observation fbe5e788-c2ec-494d-9e29-dc0403ad13b6 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Heterogeneous User Modeling for LLM-based Recommendation OPT: Open Pre-trained Transformer Language Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.253823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.253823Z digest=sha256:89e46b04b6cf0c7693f6d348a253958284072d428bf693103d507902b3534a2c

Observation 91549808-c4bd-4057-adcd-996f63de2abb · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.257508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.257508Z digest=sha256:9252779941c9ba7c7a49a8457da4d265928bc733aff5795e154486dd5636ed12

Observation 31c3ce26-7422-464b-b056-30f6cbd9ed1c · outbound

This paper cites CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation.

Heterogeneous User Modeling for LLM-based Recommendation CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.260930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.260930Z digest=sha256:666fb1a2cd5f2dc17a7855c0761133cdb5d53ab2726954a73ed4afc06d57b06f

Observation d08c75f5-79f3-41ce-9a01-bb73e47b6dbe · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.513207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.269268Z digest=sha256:72ebf83711acc53bcc4a9a76ee148e71b4c80486926c86352de4ad694dd6a2da

Observation 30dbd976-f3c2-44ca-8c31-eb5e2b11914b · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.500810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.273385Z digest=sha256:3d55f71cb75a005a10116f5304ae0a031cb22ad840c0a0a6d455716221135494

Observation 84ffa2c0-df1e-48cb-b93b-a962001c22f4 · outbound

This paper cites an unresolved cited work.

Heterogeneous User Modeling for LLM-based Recommendation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:48:14.487944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.277129Z digest=sha256:5ab657dd9a3874ce8a32aa6cbdf5e29cc4dc2ac52fad1e36ee4f783838f39403

Observation 55677269-a5ae-400a-b2ec-5645c3161d17 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Heterogeneous User Modeling for LLM-based Recommendation Text and Code Embeddings by Contrastive Pre-Training

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.177470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.177470Z digest=sha256:02e591ea4dadad36ea0c9b67e7c592c611d59672becaed034a94bd8caf4374ce

Observation 18491ca5-c7aa-44c9-ac2f-a623b69b2b9e · outbound

This paper cites In RecSys.

Heterogeneous User Modeling for LLM-based Recommendation In RecSys

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:48:15.050448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:48:14.052280Z digest=sha256:99beee68c8ef4d2360f645f1b6b5b4c906bacaed985bde796e0747899fb73c1e

Observation d0ff5568-0db2-438e-a3ec-f91028f06140 · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Heterogeneous User Modeling for LLM-based Recommendation Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T19:48:14.095811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:14.095811Z digest=sha256:6eab12966a4424bbaebeb27312e646712be5fc69c83dfacd5097a43a9c8bc4cc

Pith citing papers

No inbound Pith citation observations are available.