Pith. sign in

Paper Citation Record · LEDGER

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2607.27002.

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

pith.paper-citation-record.v1
2607.27002 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T14:25:02.816012Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

63 of 63 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved51
  • parse uncertain0
  • malformed identifier7
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2fa743a-9675-4de3-958c-b12dbe0d413e · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.315564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.315564Z digest=sha256:9ba131008e6e281ca74ae47c2dcea1ebf99f55d483404d17297da6f61c9afd34

Observation 6d354a4e-399b-4f1c-823d-878b84fba0a5 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.324419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.324419Z digest=sha256:e157e4a5666ec57e3ed358a0c21c9766dc532a3f3660c0622e18415de921db6f

Observation 05ff05c7-6b1b-4530-aee9-ed5d165e0775 · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.342752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.342752Z digest=sha256:022ab2385a23f5c217744a59b9341ed22a50f7de2cb06c2ee29d34ec5f8ed210

Observation 6f12ef16-25bb-49e9-a353-c76e3ceaaf2a · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.350277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.350277Z digest=sha256:8c916ea6340180773a5bebc978aaacb88b5dc50e5ab8bc39897cd155cc0cd80d

Observation bcb41cce-c606-4ca2-8e99-96fe7d6fd5a4 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.355747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.355747Z digest=sha256:ab422b56d81609c670ba2dc915c65fcd0a0fc4394feda1a3e1d2ecf57e45c8c7

Observation f432ff6d-2db0-4105-afc0-65877facf77f · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.364405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.364405Z digest=sha256:776bb1cfa53652fdac37133b74c4dc7081d5b1bdc2165d7fe39c1d158315e4e5

Observation 42afab90-b51d-4f90-9160-08999bae2e70 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.369920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.369920Z digest=sha256:2d57946a253bd47bcd0457c277baac7621e416d2b781d39dfd2580cd8433675c

Observation 7b47809b-a537-4d6e-b641-a6290293e6f8 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.374349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.374349Z digest=sha256:86c2be5c1f0da8f2b2b24fdb85df180ce0e97765029d98c80812a2cc34e7ccc0

Observation 4d496b94-86f4-4663-8e2e-80b6fa1222aa · outbound

This paper cites The Llama 3 Herd of Models.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation The Llama 3 Herd of Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.378911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.378911Z digest=sha256:f7504ddc2bbfe554f01ea2b91b99c0ef162c73310cd56e02762ff5fb827ec783

Observation 829d9653-a969-448e-bc05-e8ec8bc688ed · outbound

This paper cites Layer-Aware Embedding Fusion for LLMs in Text Classifications.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Layer-Aware Embedding Fusion for LLMs in Text Classifications

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-30T14:25:50.875471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-30T14:25:02.385967Z digest=sha256:2b758d7aee6168e4ea5b7a727c3bedf76f365ce73136e209e1824225a4fa8bac

Observation 0e125425-5904-4a64-b6bb-0e9636e28eee · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.401131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.401131Z digest=sha256:4a75a6f2d23999931c0feb9617c613a28c0a76077ebc795aea1a13b76162370e

Observation ad208ebe-591b-4a33-9b68-3c2a98752b33 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.411714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.411714Z digest=sha256:3a81c95aa0b9ef74ba555fc2cf6b92bb61a4638ef881bb7b454567b8b5ec2fa4

Observation 17b1652c-38e0-4ae4-aefb-054438f103aa · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.427545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.427545Z digest=sha256:52df26fbb0bf37ea775cbf313f5b2c5904539f48de21f95a18eff9559cd6d638

Observation aef61ca7-4367-436b-b0d0-3e17311cda08 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.433391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.433391Z digest=sha256:4dc969ebbc1739f6f2f8e764376aed9618a455dab14d75cbaae5ab33671177cd

Observation 893f5559-1df3-453e-a980-29e2c02a9a00 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.439225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.439225Z digest=sha256:38f563d382a66bf943688416e869ad9a468f157e9f1f93ba901814046174d97a

Observation 71ce9bf8-748f-43fc-a10a-f69761924835 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.445684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.445684Z digest=sha256:8e631d7f903bea4102172f0bfa21d5d1a9ad2e7de067f54b1d5d8953c05469b3

Observation 6953d039-dd35-45f1-a313-a49840284477 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.454936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.454936Z digest=sha256:27356a32d40722f95fbd399683bf59fc9c95566bed64876f4fbc47f2fbf8d0d3

Observation a999f129-3a5f-4fee-92e7-0689596dd416 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-07-30T14:25:50.845688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-30T14:25:02.472905Z digest=sha256:4e6fa16b0b2880d4aaa303d95acf944f1dd1aa27aabbe5f19523610c20e377a2

Observation e52eb8db-4eb5-47d7-a0f9-4ee4115bea5d · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.479945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.479945Z digest=sha256:4ce539fa1499640c7bf026ea3ee880663a453dc6508c893cdc4fd5126a701708

Observation 1c2d69af-5af0-4076-a080-9adc7cbbcbf7 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 21

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.488623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.488623Z digest=sha256:fa2192566f8ace8bb14bb314dc15fbe8e85ee2d539cef8c519dabb17703eebda

Observation cc418f50-a2ad-41b1-8ad4-34877540e878 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.494208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.494208Z digest=sha256:bb621659368f912a15564397de1a9335fab7495b1392d98c60923b0a6f0ae50a

Observation 374233e4-a2de-4090-90b8-4920824f2e26 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.503444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.503444Z digest=sha256:87137441589927aa4943f1e52a7c6e344edd38487cfedbd0f408746f37a21195

Observation b0e1daaf-08c6-40a5-862e-a7fd738135a1 · outbound

This paper cites Kingma and Jimmy Ba.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Kingma and Jimmy Ba

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.512210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.512210Z digest=sha256:6fafbd8a98b0755c44de8b17896064b9b0122afbfea72220d966a05bf03be038

Observation a90400f3-36d4-46bd-a1c1-12a0d7f7cae2 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 27

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.533042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.533042Z digest=sha256:aab6fe8a84d18d9b9f37598feef8f1c4d35a37b1035f8f063ad76ed46b4cb247

Observation 4c2430b0-a1ce-4e60-88f2-c10d591d184e · outbound

This paper cites Liu, Matt Gardner, Yonatan Belinkov, Matthew E.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Liu, Matt Gardner, Yonatan Belinkov, Matthew E

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.541312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.541312Z digest=sha256:aaee5a99b75ddf760c2fc8c2de29b84d0ffe3ca48016a6b78cc375cc1e59dae3

Observation 123f9942-ca1d-4d87-974b-99ba69f9c018 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-07-30T14:25:50.825023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-30T14:25:02.557183Z digest=sha256:58ea9db97b6a4f5c88ee497bdb37bda9785af5be562cdbc13d7a94ffbf72bc0d

Observation 95396bb9-bf5e-46d6-bb87-d611c46243de · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.568345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.568345Z digest=sha256:329c255b748abded3915109d26a5b8cb2722c3cf43764327c30f478c71f91a69

Observation b293c4c6-322e-4a70-bfd7-c7b3656cac46 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.584374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.584374Z digest=sha256:6dccfb893f77cd7d7d1b102b7cddc3d058f2bad996bab9ae0154b8c8acae23b7

Observation 95b2549b-7abd-4447-b38c-b011af9e46f8 · outbound

This paper cites Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.590764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.590764Z digest=sha256:38fc70ab894957f1abfa24e39bdc9323d52217d7396e338d9a65218f55f056c4

Observation 36ff42e9-7a0c-45d4-9aa2-061cd945ce26 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.597820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.597820Z digest=sha256:db79c9aecf0490055e6544082a4198981b758d7b05452364bd56b4ec88f8f207

Observation 4e89758f-9ca2-4a03-b77e-ecb3639b9e1f · outbound

This paper cites Qwen3 Technical Report.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Qwen3 Technical Report

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.604240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.604240Z digest=sha256:f41a99f479e01848b3e36b897a24c6b557a6899a80c3d1a1196ab1e3fe374332

Observation 9c15c812-869d-4a5d-b91f-5dc60f34701a · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.613490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.613490Z digest=sha256:df873c5f0c54b3e928f9beb6d0749af127b2eddcd9381b28e72ffcabe1dc8e7c

Observation a4f60af7-9610-41d1-be47-2a3e8e136057 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.620135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.620135Z digest=sha256:ddb54e4222d3df06f797a00d4b020060988f5087f40532dedf07825e1620fb41

Observation 8e3647d7-d440-4be8-9f15-4cd428a3a2d7 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.633047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.633047Z digest=sha256:720561e136afa4ce232d46320c1e5753b1dbf11de54908041ca18780f850fbc1

Observation f6541470-cca8-4953-9808-9183dfbf6596 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.639631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.639631Z digest=sha256:9dcf4831da5a844254bfc317599261b50e1d1a14697f5027c813f6d2fb6f72d0

Observation 5dc0671c-c884-48c9-8305-22b1eb16dc11 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.652092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.652092Z digest=sha256:a409b64b99ff59a9d6d4cb59e3aaec8d8f7f317c7cb19ff17970fabb103e3d92

Observation a8597e94-f881-4476-b0fe-fd391e6532e2 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.659827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.659827Z digest=sha256:0ec0e827753122bb4faaf285e582807e40554bfb0ebcd25278ceaf84ee3c9df5

Observation 25cac8b1-c33e-4a38-a515-94aab7a147c0 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.667557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.667557Z digest=sha256:b8998ebe067a24a5f7c4f9e2fe7e41709083a840c9a4237c8766fab8c4965913

Observation 3c404fc6-7e59-420c-bb56-5ad6cd844482 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.673360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.673360Z digest=sha256:957bcf5239d3e5fa30da1efc3ef51b83bfc2a6dffb77f4f1d5d039b419dc1565

Observation 89405478-aa3f-4881-b280-3daec3090a21 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 44

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.684814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.684814Z digest=sha256:aa263ec735379ce54c6fd001e9aab8a683711cf59984de67271822e8359d6987

Observation 941fbb29-3dcb-4c7f-8960-70744e5d670e · outbound

This paper cites Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.689443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.689443Z digest=sha256:b4a8778e6c5e5b53246a4bd19ddb69a831a898941e6feebfbf45a7dedb60259f

Observation ea092ae0-423b-4f73-80a1-41f567b73bf9 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.695742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.695742Z digest=sha256:52bc0be43ff7904efcfa92c3f764bbe41ad10337f54f67ccd10ef6a097421c79

Observation 59f3374a-ba97-4f75-af6a-cb32184caa9d · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Representation Learning with Contrastive Predictive Coding

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.703136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.703136Z digest=sha256:31506d16a7fb5d8255cbc77e195bf3175022685b9e3ae4958a01d7475016ac10

Observation ac8b12ff-ad5a-4d3e-871e-3bc2dc2f717c · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.709883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.709883Z digest=sha256:6b5309f33a830dff32a1143314667766389dd6c502de07c6569cda3f0a61e9a2

Observation ba147bd1-c2f4-4a6a-9940-3c574d074095 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.715319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.715319Z digest=sha256:ea5a13017044792d695b1a5559442523d218ab9506db55bebc6f8e31f4ff3ec0

Observation 13c51daa-6c48-4407-a95f-f0577c88ff88 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 50

Resolution
verified exact
doi, observed 2026-07-30T14:25:50.745081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-30T14:25:02.720816Z digest=sha256:2ad66172d5b28da763160d9929b8230c01545f78f1a6e38e18cde53f1ec903be

Observation 72f49e81-48c6-4be2-87ba-a6b722d3d43a · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.725791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.725791Z digest=sha256:add426eb662190a99080a2701c4ac4b38d403f86cafd1249dd4a5a9427bb0c9e

Observation 57b71c81-d28d-470d-816c-6391616653bc · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.730957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.730957Z digest=sha256:b4f952c433e0e485ca8033df8ed8c2e776486a39c1febdc72becb60df413e670

Observation aa4db803-bb7f-407c-8998-da760e583261 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.737128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.737128Z digest=sha256:9a99e9b006bed44ac15abaa1389f1a5f30caccd2c103a2ba1f76ac89859ad4b1

Observation 288cdead-6d79-4b97-b481-9d42e330f826 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.743293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.743293Z digest=sha256:4b62e043dfc05500e969e0aec808732b40484c350fb4b2844898f02a4a68e6c1

Observation db1007c5-c224-4cbe-9161-e4542a342f3c · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.752165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.752165Z digest=sha256:db6b6c689a3c8c347f07c7f4cfe39d22d810b479db0e51d0c397580751fe8074

Observation 225bcc6e-4a45-4213-937d-2e0bc6948748 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.757732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.757732Z digest=sha256:ba74d1c75b9523cdf1aee7d75e82ff8867d63820c34270e80960972560baca64

Observation 6be14015-679d-447c-8b05-f6c4520fdb9c · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.769506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.769506Z digest=sha256:3ed513b5503caa82162fdbda555830508983fbf86b0b302b88d226736b3dc4b0

Observation b1d742bb-65b4-48bc-aa3a-032b6731da98 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.774654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.774654Z digest=sha256:7609a99783ca869a34f4f15e4506847fd324f7aef0542fb4dd70f125d172acdb

Observation c7683d28-a471-446c-ba00-b4030646012f · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 59

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.781528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.781528Z digest=sha256:aba00f1496ecb994f5fb369bf2adbc28abe2c4bdd0754a84d14c92ced51f7b0b

Observation 4345e6f4-55b5-4b2a-9316-520525a52177 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 61

Resolution
verified exact
doi, observed 2026-07-30T14:25:50.720940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-30T14:25:02.791719Z digest=sha256:601f62a63764058e2f77d1f06eb6cbe4459c2be2495f88bd07a4547dbf8a6ec4

Observation 14f71111-4ca6-4545-a7f8-47fa9cbfe3bc · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.798364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.798364Z digest=sha256:0e55645d118d662399d7f54ccb573618415fcfed2c7fb836e1e97b7846e15afc

Observation 0726aea8-ed5d-4fd3-a85b-645a0a0f3537 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 63

Resolution
malformed identifier
no resolver link, observed 2026-07-30T14:25:02.809484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.809484Z digest=sha256:f5e454ddba1012a5f10d79ac571e235074f07a39a8210ccc4a5da16ad4ca9961

Observation 0054387d-ac99-4cab-a1df-ec94fc3c4c88 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.816012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.816012Z digest=sha256:8bd0e7263b5346434dc9511495bfa63675e0be57e73e5ae148d2b2f28d9cf1de

Observation 0a57bb58-1213-464d-b25d-3224096f3385 · outbound

This paper cites InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.576380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.576380Z digest=sha256:3e99288077a9374b9f65c0b2a534723fbd93904491c042db440c7a518506be79

Observation 32c66c22-41d7-4d42-acd2-20fa72f559a9 · outbound

This paper cites In International Conference on Learning Representations.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation In International Conference on Learning Representations

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.422421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.422421Z digest=sha256:e59523853eb2d6fb28ad612674ba28be993c18012fcf75abcc2222dc8f8eecf9

Observation d5aefe3d-bfd5-43b2-ba6c-939f55adbed6 · outbound

This paper cites InInternational Conference on Learning Representations.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation InInternational Conference on Learning Representations

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.646215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.646215Z digest=sha256:1e8b3fb9d26b27ca79353cf044e3057ce2744d246c0b5698ce2f3b950b227692

Observation c679daa4-270a-47fe-8482-7f292cf8c9f6 · outbound

This paper cites an unresolved cited work.

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation Unresolved cited work

Reference 3475

Resolution
unresolved
no resolver link, observed 2026-07-30T14:25:02.626602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T14:25:02.626602Z digest=sha256:074b380a0e53d663142d02f5b2d9bb5fe12da2436f48f286eb3e98222b679717

Pith citing papers

No inbound Pith citation observations are available.