Pith. sign in

Paper Citation Record · LEDGER

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models

As of 18 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2507.16969.

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

pith.paper-citation-record.v1
2507.16969 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:03:57.273468Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

54 of 54 outbound references displayed

  • verified exact9
  • verified fuzzy0
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1245916-107a-4b13-a06d-3f20ee8f8d84 · outbound

This paper cites Make Your LLM Fully Utilize the Context.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Make Your LLM Fully Utilize the Context

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.151657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.151657Z digest=sha256:db2d63a559a67a10d93b22506e2ea5ce6191ada0e098dfc99c39c389d3fc7621

Observation 018ffcce-4797-4ab2-824b-9a9a864d7379 · outbound

This paper cites Enhancing Job Recommendation through LLM-based Generative Adversarial Networks.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Enhancing Job Recommendation through LLM-based Generative Adversarial Networks

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.632555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.154602Z digest=sha256:2cca84d6052758444c335a626d68d380d31bb4adf5e71e36f73f3840545b1a92

Observation 6d0f4e85-29de-4acd-9b8f-ecd2bd066a54 · outbound

This paper cites A Large Language Model Enhanced Conversational Recommender System.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models A Large Language Model Enhanced Conversational Recommender System

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.157495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.157495Z digest=sha256:d3857b3e8c6fca220350bf36991847c086ebaf3112d39925a5fbbe5e3e6708c9

Observation 5d8cf1f5-b9b3-4645-8ebc-91fb033d6b6e · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.160858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.160858Z digest=sha256:a0a67000abacfa4a26f6bb7611a94b484d1194310317ea8248a1749caf6c7b43

Observation 078084fe-efd1-4754-9043-c56412f913cd · outbound

This paper cites Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5).

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.163219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.163219Z digest=sha256:f7333deb866918472e23d3d3d61bd1ffa525ea570f6b9e99e4f158635f07660a

Observation 34dbe559-1c8c-48c7-ab3e-d83a3228deb0 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.749702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.166434Z digest=sha256:20857e8468aa203fbd311577c008f84b1ea55060023f7113287ad6d15db36429

Observation d75dfd9a-94df-46d1-a2a6-4928ac7e6f1d · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.744025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.169104Z digest=sha256:54ddea827314d5bf6886d7edfa8e2bedec696ac4f43e0f83b438e19b2e74a4f1

Observation 35313455-137d-4201-8cb9-46058be7e736 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.171568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.171568Z digest=sha256:e899b17f6db683da1ac80544c541c79b2269b62d23275398b042dd9bc95e0c33

Observation 658a00d5-ecb9-4c16-bb04-125bb89f3e90 · outbound

This paper cites Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack using Public Data.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack using Public Data

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.610272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.173733Z digest=sha256:8ecb85de18a2f3ef674fabf53444f9f254631f0773e7c9b30d3ea760057e078e

Observation a578425e-61b7-4373-84be-0d3a65e82931 · outbound

This paper cites RecExplainer: Aligning Large Language Models for Explaining Recommendation Models.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models RecExplainer: Aligning Large Language Models for Explaining Recommendation Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.176505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.176505Z digest=sha256:c99b554d39787a177de361b45d5d7527fab5e50f5e4e61ea6b73db4ce67c9c57

Observation 6b98b7e7-e9f8-4b74-91aa-d64133bd18df · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.178843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.178843Z digest=sha256:d701a76eeadad7cba58956f90e7b13794a91420460050792f65f265bb33bb722

Observation 8b087177-8611-4c47-883f-a3e8bdd52e52 · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Long-context LLMs Struggle with Long In-context Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.180820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.180820Z digest=sha256:422df1876f54610e634a1859211899df19b1faff53e4d5dc443b9e330c643e32

Observation b09b7856-409c-4dc4-9dd5-9e5c94653459 · outbound

This paper cites MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.183036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.183036Z digest=sha256:ed377d6c20bac7d26a6f9c515c152bfedbbb0748c74460c8385e526e39a4d8dd

Observation 498b2ab3-3b7f-4521-a603-b03c6bed374c · outbound

This paper cites PAP-REC: Personalized Automatic Prompt for Recommendation Language Model.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models PAP-REC: Personalized Automatic Prompt for Recommendation Language Model

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.588160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.185149Z digest=sha256:83047fd36dc9c832ae2e491a0d45105e20a43bd89512116d80925655c3d184c7

Observation 17dca2cb-6c81-466c-9cc8-c2751fec5a70 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.187693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.187693Z digest=sha256:6e05d4d34b6259add908c8f36a1f0ca813a40b0af3a5adfec739fec3a07a59a8

Observation c3ca6aea-fed5-4a0a-915d-debe3ab209a4 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.728151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.191749Z digest=sha256:d5b20cd2cc913177c590346350b31c5549b863a9ee6946b857d46353848d9a22

Observation fcf2d710-30ae-478d-9948-596a49efc68b · outbound

This paper cites End-to-end Learnable Clustering for Intent Learning in Recommendation.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models End-to-end Learnable Clustering for Intent Learning in Recommendation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.575579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.194310Z digest=sha256:d6136ab0060202a6e1a4003b47c2f81867b5e1e79812cabc6ca676f3a2bda760

Observation 48a996ed-dad1-4b44-9f94-d63c44b31dfb · outbound

This paper cites Plug-in Diffusion Model for Sequential Recommendation.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Plug-in Diffusion Model for Sequential Recommendation

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.567828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.197637Z digest=sha256:12f0bd3e7c803e4129edfade4bcf0634b2cc53bf2cd43303d2a6f26581fe0341

Observation e3b11f29-4f94-47b1-9891-eb2ec60338a8 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.200298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.200298Z digest=sha256:5cce6abc8890fd92723cbba2145cfcbc18df43bf0e19bc359a309e41e788f4dd

Observation 86392f90-1d9f-4c4a-8022-e5a8217b0161 · outbound

This paper cites Large Language Model Augmented Narrative Driven Recommendations.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Large Language Model Augmented Narrative Driven Recommendations

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.559235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.204600Z digest=sha256:333fea62e7c3e35cd2f05f41d8361c5426bdedc529adc48c22c4869eac504788

Observation 0ab44032-5d1d-4076-8353-fb1b2967ce67 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.714220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.207375Z digest=sha256:06e168b4a18d6ef4a5df8ad238d1b292ac31ef567e5a25a0481d87e9cc572c25

Observation fd74cee2-2a3f-4ef9-8fb7-1d29cb293368 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.708297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.209035Z digest=sha256:5dd98d2b25e0f21c11257269dcb08591d0ee5a358ff21afb5fc7cd99780bac0a

Observation 225cc3ae-0b90-428b-ab38-e4bef0ccd5bc · outbound

This paper cites Generative Sequential Recommendation with GPTRec.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Generative Sequential Recommendation with GPTRec

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.210716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.210716Z digest=sha256:2dc617fe2624a8a837e4f0a936ff988d910e47b01235c18a0cd0cc7894093cd4

Observation d7f53d2a-fac5-41c9-821f-67999b840984 · outbound

This paper cites Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.546005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.212786Z digest=sha256:1dd6636ee2254a0cdaf6633ad7d9ed776ad00457a4de85dca1e341401ae1d171

Observation b171dcc0-fed9-4642-80f7-1c49e18606e0 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.215617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.215617Z digest=sha256:dd0326a2a72b30201f38918244501bc52736f4fb72f9350c7316f9e5d8c71402

Observation 6cff07c9-a854-443d-a236-6fe1e021dfbb · outbound

This paper cites Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.219404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.219404Z digest=sha256:222c79fc4356407492d8de39328357b2b1ea2487b4d30d014ef1bc8e69ca2c48

Observation 00f7cfd9-2d2b-4c08-b0ad-0d2afc98cddf · outbound

This paper cites Dickerson, and Chirag Shah.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Dickerson, and Chirag Shah

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.221275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.221275Z digest=sha256:2648b22aea159e90430947fc5c27cc04b0429333d860914c4f6786bf0f250b27

Observation 16f937bf-5581-40ea-a2e5-dbdcf859e6d3 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.696366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.223476Z digest=sha256:834ce8d50aa05cd745ceba5ec4d2bcd71a923458e520e90ea9ea31f94a0758e4

Observation 74eed5d7-5db4-4421-94b5-563085d3d129 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.690220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.225281Z digest=sha256:de634303b0b36a6b56754343ee7783702e4b46e45ce6df236bdf10ecc1dc8f65

Observation bc1a6a88-29d7-4974-a28e-b27f2ea24ed3 · outbound

This paper cites User Behavior Simulation with Large Language Model based Agents.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models User Behavior Simulation with Large Language Model based Agents

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.227611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.227611Z digest=sha256:24ca96fee9953ca1ad52f61feb29957849bd1fda12467e82341684b6582062b2

Observation 6b6fb579-ef1f-4e88-9699-7b8b748f3ff2 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.682568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.229997Z digest=sha256:d8ec981a7404d85ec8533dfa1a20c192918b8222b7a36623ee04288fefad4edd

Observation e811e019-7b0a-454f-8254-cb602cf0c755 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.676099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.234611Z digest=sha256:8f2f1ad20d4f44e3cc1d3b1dc3ecae0f7fd3183abe7222bcdab983488075a31e

Observation 7a998fc8-c376-447b-89ec-42eaa5b08252 · outbound

This paper cites MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.238761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.238761Z digest=sha256:9be742d0a7a22b917c88fef4dbfd3141c045b25777f5885862c858322fe2b014

Observation dfcf5a5c-57bd-41b0-b977-fc908e9f4401 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.670494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.240867Z digest=sha256:8eeb808b4740334ff5eb3b8f3dadc5f4eec702ce5c94595227a8c2545d48b6f2

Observation eb5ccc12-3229-47b0-98a8-d17f9e861e04 · outbound

This paper cites LLM4Vis: Explainable Visualization Recommendation using ChatGPT.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models LLM4Vis: Explainable Visualization Recommendation using ChatGPT

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.232204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.232204Z digest=sha256:beee7142a4041e71b28cf11692559c9ae4533a36277a8c9a5a901f123f067130

Observation 7328bcaa-e67b-4b11-ab49-4ab869bd82a9 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.245232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.245232Z digest=sha256:9eaf8b583336a66bfc32605d12ca61e9ccd5a0fbb7e01f13866d90cc5fef244c

Observation f596a972-1348-4b58-a25a-728c9550e445 · outbound

This paper cites G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:03:57.413226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.248144Z digest=sha256:7a7a389f2aad227b8abd9ab12eb1f6e101f9349665b2d4385851a2d56ef976ee

Observation 4e77b965-f3aa-4d26-8745-8871076eda65 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models PALR: Personalization Aware LLMs for Recommendation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.250830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.250830Z digest=sha256:ef99fa3c14a309388a35afde7deaf9e19b2d38dab9611eb862bcae974d9f31e0

Observation 2f1e7c44-aa3b-4ada-a96c-b7ef681a8652 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.664911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.252745Z digest=sha256:f537aa63d557de4d198ee7efbf17df94c53b1d6695550e4ef1f1902df12ffc52

Observation 77f520d1-f7b0-4fa8-8eaa-a07249f39381 · outbound

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

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.242651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.242651Z digest=sha256:1836ff3ae4b9b503b63ce52d2da59587d961e848f93563a40a9637b2319c4f74

Observation 2b30e74a-40d7-4211-b3e7-379117100fd9 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 41

Resolution
verified exact
raw_fallback, observed 2026-08-06T15:03:57.393622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.257147Z digest=sha256:69979b75a716d56a95e3c400b2f773586cecc4b9366f74a4f22792ce697c8515

Observation 4fc157b2-aa59-434a-8b72-168cc35d54a8 · outbound

This paper cites Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.258927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.258927Z digest=sha256:66f12b4b7248ed92c7f424b3b506b46e7bf4bbd7453472058f53beb39b4eff10

Observation 0059f3d1-73df-4d8f-8953-276870c4e717 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.658756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.260778Z digest=sha256:01def98c31fdeb5e1b27cae3a7fe9bbf89a292f75434cd7902d87c681c5daae0

Observation 3e0e837d-dd8f-40d7-b940-98261beea826 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.263028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.263028Z digest=sha256:6ec1d7b6315da855397a421b1132268d2e0a14ddd7aea5a9fe4c7075199abdc8

Observation b475cb85-65cc-4c78-94d4-1317d9096c0a · outbound

This paper cites LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.254619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.254619Z digest=sha256:68830ec0bc4433137ee777ed33d36002cd5d23102dd44a14f6981c5eeddd85ea

Observation 94f750d4-194b-438a-9ac7-64aad90eee57 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.649763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.269657Z digest=sha256:9f1eb78bc5453e2e99a71855fe2d33e629dffe5af2b262b638af55ef22b3b117

Observation 245bd35b-f9f4-45ff-9ca5-035743acbd37 · outbound

This paper cites an unresolved cited work.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:03:57.643727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:03:57.273468Z digest=sha256:76a0f37989ed8cb50b7ab8d5c0316abf8bb64f18fcd24b7be392b83ad0e89116

Observation 6d7807d9-7607-431a-94bc-a149227c3e7f · outbound

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

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.265322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.265322Z digest=sha256:a1a243a033b640660f085031a0bf195d317cab91df46d731ee3e8b688171c38d

Observation 4dd2ca0f-e510-4e6d-89d1-1c90b9369bd3 · outbound

This paper cites Extracting Cloud-based Model with Prior Knowledge.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Extracting Cloud-based Model with Prior Knowledge

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.267396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.267396Z digest=sha256:56fd7dea3c2bd4b517704ed4008f6d62cd25c03aa893ee53ee1b8a1fdfd32e37

Observation 7581ffc3-eebc-48ca-b7eb-bfbe4c0ed51a · outbound

This paper cites Model Stealing Attack against Recommender System.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Model Stealing Attack against Recommender System

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.271535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.271535Z digest=sha256:2aa644836c2252e1f652f08a6fcce56cd647aea79640f7a5ae4aa3c5afbab1e3

Observation a230323f-fca4-4ee0-9989-bc217b7df4d5 · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.202154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.202154Z digest=sha256:d63499f39cd994cf2f949eda2d1746e5b1066ecf3a5bec402a87d39aa7781b66

Observation 62de5c46-e3f1-4697-a0fb-167348bf55c6 · outbound

This paper cites In Proceedings of the 28th ACM international conference on information and knowledge management.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models In Proceedings of the 28th ACM international conference on information and knowledge management

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.217658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.217658Z digest=sha256:891bddd0cb85e5dd341a417cafb3cbe156a8ad0c91ee5c01a9d791f5ef004b62

Observation 074d0493-7ebd-4dc2-a049-dc276b9fd8d9 · outbound

This paper cites LLaRA: Large Language-Recommendation Assistant.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models LLaRA: Large Language-Recommendation Assistant

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.189725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.189725Z digest=sha256:cab76902c9d8b6f2ff91d6534c9b74c2b0ccc995c842a38c42877efebaa9acd5

Observation 5585af96-35c2-4d5e-a21d-c6e4b5c06b89 · outbound

This paper cites Enhancing Recommender Systems with Large Language Model Reasoning Graphs.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T15:03:57.236690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:03:57.236690Z digest=sha256:1635861a8580bebea74431ff18ac92a8bfc821ba9cdd47841a5e11c185b1ef3d

Pith citing papers

No inbound Pith citation observations are available.