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Paper Citation Record · LEDGER

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation

As of 17 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2412.07796.

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

pith.paper-citation-record.v1
2412.07796 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:41:30.139662Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

68 of 68 outbound references displayed

  • verified exact0
  • verified fuzzy60
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d35baf93-bccc-47b3-a479-4c5da477fc00 · outbound

This paper cites Point-of-interest recommender systems based on location-based social networks: a survey from an experimental perspec- tive,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Point-of-interest recommender systems based on location-based social networks: a survey from an experimental perspec- tive,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.155393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.863677Z digest=sha256:291920f027149f97540a47ae38f88b2d33bcd2f463b6558973f6721827e64295

Observation e60e8986-48b3-4e1a-b572-9361604a09ce · outbound

This paper cites Factorizing personalized markov chains for next-basket recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Factorizing personalized markov chains for next-basket recommendation,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:29.868688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b12a0b33-00c7-41c9-b5d6-5991e0fb2762 · outbound

This paper cites Predicting the next location: a recurrent model with spatial and temporal contexts,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Predicting the next location: a recurrent model with spatial and temporal contexts,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.132849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1651fafd-0ec8-45de-9bc3-a83cd09427d1 · outbound

This paper cites Stan: spatio-temporal attention network for next location recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Stan: spatio-temporal attention network for next location recommendation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.119665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.877215Z digest=sha256:b2611d25b3d1b9efd4ce2354b6ccbe707f1785dedde6eb840409cb071ec6e566

Observation 1054b209-2aed-4a1e-a201-e3d2e6ef9b86 · outbound

This paper cites Hierarchical multi-task graph recurrent network for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Hierarchical multi-task graph recurrent network for next poi recommendation,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.106581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f7840af5-b48d-435d-8a84-7d14ce101bd7 · outbound

This paper cites Language models represent space and time,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Language models represent space and time,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.093743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5541edbd-bfea-4394-85d5-efea7b740ff0 · outbound

This paper cites Drdt: dynamic reflection with divergent thinking for llm-based sequential recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Drdt: dynamic reflection with divergent thinking for llm-based sequential recommendation,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.079667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.890255Z digest=sha256:df16a323b5e2d8eccdbdc2e81993852ca38d8e806e90e71dbb5bd57e4c0bfa96

Observation 8ea1b877-739f-418b-b7a1-bb664357deb5 · outbound

This paper cites Adaptive in-context learning with large language models for bundle generation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Adaptive in-context learning with large language models for bundle generation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.066412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.894123Z digest=sha256:cab7ef9e71c23620e5f7c5e25e357b972b822100a00610b8e01f152bfade27e0

Observation bbe65eac-1361-4bb7-b6d8-eeea31beef55 · outbound

This paper cites Large language models for intent-driven session recommenda- tions,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Large language models for intent-driven session recommenda- tions,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.053713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 2a65089a-9a7c-4542-b995-42ebbf9ab400 · outbound

This paper cites Where would i go next? large language models as human mobility predictors,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Where would i go next? large language models as human mobility predictors,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.041047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.901895Z digest=sha256:1e80c470cd087735b49fbc22e87f5ae963790a534b16ce807846ba49f43c4994

Observation 8e395d70-b69c-407f-a725-aabaa7ddabb8 · outbound

This paper cites An interactive multi-task learning framework for next poi recommendation with uncertain check-ins,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation An interactive multi-task learning framework for next poi recommendation with uncertain check-ins,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.027504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4027009e-8d8a-41f9-9e1b-65f5b1855de5 · outbound

This paper cites Where to move next: zero-shot generalization of llms for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Where to move next: zero-shot generalization of llms for next poi recommendation,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:31.013826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e572d3c6-1cdc-4231-96b8-f4d1a036fa77 · outbound

This paper cites Willingness to share data: contextual deter- minants of consumers’ decisions to share private data with companies,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Willingness to share data: contextual deter- minants of consumers’ decisions to share private data with companies,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.999856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.913991Z digest=sha256:ed0330c0d97094cf65b044861bbf37b613d8e640c341ec687b1c6cd0154b9f80

Observation 894649ac-f61d-45cb-b383-c809bae732f0 · outbound

This paper cites Where you like to go next: successive point-of-interest recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Where you like to go next: successive point-of-interest recommendation,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.986205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.918142Z digest=sha256:20aed016d942bccf643741fd98673a8ca977f9d52c4caea8e414e69061680a34

Observation eb9e5195-088b-48b7-94c7-b48db37ecd80 · outbound

This paper cites Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.972831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.922014Z digest=sha256:2dd9cca9659eb149341268dc1748c34869bcb5cd37fe7a311a6aa055fc28e6f6

Observation 74fd0217-1b25-48cc-b7e0-7a09db13a82b · outbound

This paper cites Where to go next: a spatio-temporal gated network for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Where to go next: a spatio-temporal gated network for next poi recommendation,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.958621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.925887Z digest=sha256:c7f040d2d6572b6f8941d67f062975909ca57b41ada2ecd96cf2cbcf3dad6546

Observation 58f03b4a-1415-4751-aa18-4c21f97e6fdd · outbound

This paper cites Long short-term memory,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Long short-term memory,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.944287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.929979Z digest=sha256:3a123fdeb839cca2a0c20b50572acb5e1496b1703c8390b8427fb985f625c55d

Observation 8275bea8-2880-44f7-9d19-76e7652476e8 · outbound

This paper cites Attention is all you need,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Attention is all you need,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.931542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.933990Z digest=sha256:1309fac845391b898a7d81a189a21b21750ae3ad8e3885aa4db5af166532a1a9

Observation 3bf1be08-c359-45d6-acc1-42eee1f1d36d · outbound

This paper cites Deepmove: predicting human mobility with attentional recurrent networks,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Deepmove: predicting human mobility with attentional recurrent networks,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.918126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.938041Z digest=sha256:1595ef94a47d0a14ef382b398cca86622194a58dd45058f8f9982d0960cbc929

Observation bf37076d-b4cc-4fb9-8a81-1030ba4a89d1 · outbound

This paper cites An attention-based spatiotemporal lstm network for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation An attention-based spatiotemporal lstm network for next poi recommendation,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.904654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.942193Z digest=sha256:1cf9afaf2fab2e17adb91d6ec95e85c64d6e987ec3e1044da342156884489d99

Observation 7d7f091b-e69a-4b77-a7b0-786849f9b4e2 · outbound

This paper cites Next point-of-interest recommendation with inferring multi-step future preferences.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Next point-of-interest recommendation with inferring multi-step future preferences

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.890648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.946120Z digest=sha256:5414ab3c054c93c0e37b2ad3738ecb8a5b660ecce04f2375b226abcd7c20d8ff

Observation aa5a7024-8975-4d69-b07a-24330db07f13 · outbound

This paper cites Spatio-temporal hypergraph learning for next poi recom- mendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Spatio-temporal hypergraph learning for next poi recom- mendation,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:29.950175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:29.950175Z digest=sha256:20eafaea200673d5d0a8e8a236c0e9d649434bb36b4ff34bcf0bb846fe882318

Observation b131ea7b-a9d6-4b12-b5ec-55a8c20fa4a6 · outbound

This paper cites Disentangled contrastive hypergraph learning for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Disentangled contrastive hypergraph learning for next poi recommendation,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:29.954085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:29.954085Z digest=sha256:c796d3160082c45c2c9f374fc1014791de89a25926d458ab84f90d2e43bae5f2

Observation 3c38aed6-be42-4a8c-98d1-ef0ef769a95c · outbound

This paper cites Is chatgpt a good recommender? a preliminary study,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Is chatgpt a good recommender? a preliminary study,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.859730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.958291Z digest=sha256:277407c11a56187d90724c20b8f0c82f8be9ecabd53157fe48c69e7b3e16d980

Observation 3b408615-0eeb-44a8-96cb-c2e113969260 · outbound

This paper cites Zero-shot next-item recommendation using large pretrained language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Zero-shot next-item recommendation using large pretrained language models,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.846596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.962354Z digest=sha256:f188ae2bb37d69d4ccd7c5f6bb3b81cbee0a39b38c1ea47cd3245ec92b5af1db

Observation 38bb7d92-9fce-491e-9343-a2a45b547b47 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Chain-of-thought prompting elicits reasoning in large language models,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.833908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.966535Z digest=sha256:246b1c3279d2b3250b780f53fbb9d68d0d98b791285b04cf0868406f51db4b0d

Observation d0de1b5e-9155-42f1-acc5-2918e926b136 · outbound

This paper cites Is chatgpt good at search? investigating large language models as re-ranking agents,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Is chatgpt good at search? investigating large language models as re-ranking agents,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.820653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.970603Z digest=sha256:a472507b560be3905f7c1fbdf9ea2373a124c959bbf9068f5bdb60c646c8b569

Observation 6eb9ee42-a51a-4f7d-bd1f-dbfb7fec77f7 · outbound

This paper cites Towards open-world recommendation with knowledge augmentation from large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Towards open-world recommendation with knowledge augmentation from large language models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.807704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.975119Z digest=sha256:d2f2cf09450b2336fa96221b0ce96d252ee74a64e2e2f2c91b8e44611c782740

Observation 28151e30-7b85-4375-9615-6d3feda8f4af · outbound

This paper cites Llmrec: large language models with graph augmentation for recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Llmrec: large language models with graph augmentation for recommendation,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.794216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.979316Z digest=sha256:41f29bdcf3ed5b083baab2f98c5581ab7588d3fee1894a03fbd14d0981c7fb24

Observation 70e76a44-9a71-4d17-9155-21741e21328b · outbound

This paper cites Large language model with graph convolution for recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Large language model with graph convolution for recommendation,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.781003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.983319Z digest=sha256:84f5519eec18cd5713de8cc2b0bd1ab7a9a7f62943901b5577fcdde01058ff4f

Observation 616cf6bc-0e83-4556-a9fc-2cb61e0f1692 · outbound

This paper cites Generative Sequential Recommendation with GPTRec.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Generative Sequential Recommendation with GPTRec

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:29.987428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:29.987428Z digest=sha256:847faf134cf45defd9b485cc1cfadb3379ee81d29fc4f628fd01d4139d8c70b8

Observation 82a8616a-0956-44fd-9eaf-16e5a312e6d4 · outbound

This paper cites Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5),.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5),

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.767182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.992036Z digest=sha256:624cec2cc558cb05d5e96b78f40f499b271fd02eb164007198e007ac84d1d1d2

Observation 28267cfa-c020-4db9-9e58-9b357b086a3d · outbound

This paper cites Tallrec: an effective and efficient tuning framework to align large language model with recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Tallrec: an effective and efficient tuning framework to align large language model with recommendation,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.752671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.995941Z digest=sha256:051ed399dc8ded215ef0c798e84246d910af63e20f432b00f14d37a2f4645611

Observation be4b8f06-e246-4f5c-b1fc-062c30299ae4 · outbound

This paper cites Once: boosting content-based recommendation with both open-and closed-source large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Once: boosting content-based recommendation with both open-and closed-source large language models,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.739098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:29.999823Z digest=sha256:49df93c53167ae5a5a019f5f7cc94c2540f8332abe0a68534dd46bea94641dbe

Observation f91f7953-de86-4d5e-8101-de7a5c245c2b · outbound

This paper cites Chat-rec: towards interactive and explainable llms- augmented recommender system,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Chat-rec: towards interactive and explainable llms- augmented recommender system,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.725349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.003758Z digest=sha256:5dd6bdb2d32445bd3b3f2292eff24a16f23267ae947efa2561907c193c9ea656

Observation 11591718-7b45-4756-9363-587f6b669b27 · outbound

This paper cites Large language models are zero-shot rankers for recommender systems,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Large language models are zero-shot rankers for recommender systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.710847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.007942Z digest=sha256:ec72170d82a25eb82be758b968d19a6458c49b72d16813c13de64fdb5fa43a5f

Observation 2afc9632-70f3-40e5-adc9-36a4fd528a41 · outbound

This paper cites Re2llm: reflective reinforcement large language model for session-based recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Re2llm: reflective reinforcement large language model for session-based recommendation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.697102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.011833Z digest=sha256:9d4ff82338cf11f2a076f8533d7a29df99c80243e06d15b26775f342b45ff88e

Observation fc4b1c95-3d9e-4d07-936d-41b68246b60c · outbound

This paper cites Large language models for next point-of-interest recom- mendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Large language models for next point-of-interest recom- mendation,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:30.015895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:30.015895Z digest=sha256:a2eeb2058399b418f5d208d64ce3b31503ba2da44dc451271ba26a1184bd792a

Observation 33a5cdc6-496e-414b-b13a-60f4186665f0 · outbound

This paper cites Lightweight privacy-preserving distributed recommender system using tag-based multikey fully homomorphic data encapsulation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Lightweight privacy-preserving distributed recommender system using tag-based multikey fully homomorphic data encapsulation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.674059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.020240Z digest=sha256:d88f482dcfc407139b19db6c884faae74669df0a9c8999992b64204d575a29a5

Observation 38e21b12-f297-426a-bd5d-fa0197ddd588 · outbound

This paper cites Towards privacy-preserving category-aware poi recom- mendation over encrypted lbsn data,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Towards privacy-preserving category-aware poi recom- mendation over encrypted lbsn data,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.661094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.024128Z digest=sha256:0a861f5a221e305f88140cdba3e6c479de7acbf14ffa2ff88c7aad7d8f4367ca

Observation 3f194c34-a0c3-438a-9aea-2457a0cd8cf2 · outbound

This paper cites The algorithmic foundations of differential privacy,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation The algorithmic foundations of differential privacy,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.647801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.028167Z digest=sha256:11ce6dabe9c039faa9c0e7a254d091e8eb2299fa03029ec5a197f7debc0b03c3

Observation 6b0d8bca-ffed-4f6e-b485-f5c7435f2611 · outbound

This paper cites Model-agnostic decentralized collaborative learning for on-device poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Model-agnostic decentralized collaborative learning for on-device poi recommendation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.634855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.032108Z digest=sha256:8f654cc885011515a3d0ac5b1e8962467853a19309cb79b91fffb031a421d16e

Observation ecc3fd21-bfaa-4ae3-8dc5-5f142417af07 · outbound

This paper cites Fedpoirec: privacy-preserving federated poi recom- mendation with social influence,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Fedpoirec: privacy-preserving federated poi recom- mendation with social influence,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.621789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.036066Z digest=sha256:3686a692351a93a321fc3914dd11fa39be089c020bc156941619bccf15ab5e57

Observation c032745f-2a7c-4d55-924f-5532d0c04d2b · outbound

This paper cites Ranking-based federated poi recommendation with geographic effect,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Ranking-based federated poi recommendation with geographic effect,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.607825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.040071Z digest=sha256:fd40e26a46dead573b799f2d7866283e62d4e74d3ff31bc76455c51a77c5c3ca

Observation 55e9586d-52d0-449a-b0f0-0f82a1d355f7 · outbound

This paper cites Decentralized collaborative learning framework for next poi recommendation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Decentralized collaborative learning framework for next poi recommendation,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.594892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.043972Z digest=sha256:b93e3133a5b6536ef072213f87fbf07340c3e5520b9d84ef832d63e389a0862a

Observation 14b15308-0e64-444a-9d7e-c1693796cdf3 · outbound

This paper cites Pad: privacy-area aware, dummy-based location privacy in mobile services,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Pad: privacy-area aware, dummy-based location privacy in mobile services,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.581758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.047803Z digest=sha256:665675414a2ea7962b20c61a78f3885484f01676484f2e308c9108bf3a7931f7

Observation e2d9dbab-f790-4ad5-9fd1-80c16cde5dc3 · outbound

This paper cites Privacy-preserving point-of-interest recommendation based on geographical and social influence,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Privacy-preserving point-of-interest recommendation based on geographical and social influence,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.568173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.051694Z digest=sha256:19c27a94f3c8f8c9ad9a6e5a01d1a60df2156c8c450696c15651af4c17743f84

Observation 8e92cc46-43e9-4add-bcb1-c41b3cbf1477 · outbound

This paper cites Cybercrime and privacy threats of large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Cybercrime and privacy threats of large language models,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.554427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.055599Z digest=sha256:1e5f4b34ee89d0a5a0b9969bfc7be4e198cea709cb8ac1fa3ede9922d12f08a8

Observation fca97cb9-febd-4014-9557-b619b92808cd · outbound

This paper cites Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:30.059292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:30.059292Z digest=sha256:a1efc287aad0589e67a456d9d0c2656e084acb49f52b0f026b9488c2b3098005

Observation de4ca5c2-e355-4b5c-848c-e2f9d7f0ceef · outbound

This paper cites Quantifying privacy risks of masked language models using membership inference attacks,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Quantifying privacy risks of masked language models using membership inference attacks,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.541133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.063514Z digest=sha256:ff340b3720a4a86c042c6d62dc9f255ff4e032264fba61721250489cb0d036fd

Observation e502f684-f1ea-4ccb-bdfc-3ff0a7d68bcd · outbound

This paper cites Ew-tune: A framework for privately fine-tuning large language models with differential privacy,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Ew-tune: A framework for privately fine-tuning large language models with differential privacy,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.527543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.067461Z digest=sha256:cf1d9d442777c05ec713710ab8a154efd770a64ffbe5d62c4003877f7c1a60e1

Observation d0a55ff0-b450-4c10-9fe6-c9fbafb76162 · outbound

This paper cites Just fine-tune twice: selective differential privacy for large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Just fine-tune twice: selective differential privacy for large language models,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.514605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.071681Z digest=sha256:e349a99bcf0bd8b05432d6590472bfbc34a94a152b814a7cc05e64ce299a0bec

Observation 9e198f61-c86b-4489-9714-58a73279cd29 · outbound

This paper cites Fedbpt: efficient federated black-box prompt tuning for large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Fedbpt: efficient federated black-box prompt tuning for large language models,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.501460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.075682Z digest=sha256:b124c271ebad078848298f7bfc17b67ae5c66835b80cbd857233a24f6276043d

Observation 25c022a1-bce5-4c22-9abb-1846ee06652d · outbound

This paper cites Propile: probing privacy leakage in large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Propile: probing privacy leakage in large language models,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.488001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.079686Z digest=sha256:cb0d7dcb66f319c3f8930edb6c96965c64fa7e0e1b720ec36597325145da7980

Observation d493bf16-1e42-43bb-9917-1826eefa9a46 · outbound

This paper cites Bumblebee: secure two-party inference framework for large transformers,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Bumblebee: secure two-party inference framework for large transformers,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.474554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.083623Z digest=sha256:382d30c520625847c18e6e7a81050ad27b1320dd72363abc1365042a034f0580

Observation 8a7f01cd-8c8f-4977-b4a7-ea17e7961bf2 · outbound

This paper cites Puma: secure inference of llama-7b in five minutes,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Puma: secure inference of llama-7b in five minutes,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:30.087874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:30.087874Z digest=sha256:76d0176a0b378825ef6c6f4ced6e0935ffd51eeb7e86ddecd9e97a0b012c8f6b

Observation 1814ce94-9617-4dd4-80e8-346e7ab6ea01 · outbound

This paper cites Split-and-denoise: protect large language model inference with local differential privacy,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Split-and-denoise: protect large language model inference with local differential privacy,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.461406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.092117Z digest=sha256:314e0ad5bf4faae61246e5ade4b659bba4db1f974cef9ff9e532b3dbbe87edca

Observation e6dff964-b18c-4080-ac37-061dc11a7cb2 · outbound

This paper cites Selective differential privacy for language modeling,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Selective differential privacy for language modeling,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.448041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.096102Z digest=sha256:839148976c5cbe829ec22f59692a22643b09e62edf01a5825e5e232ae72c1fa5

Observation 346b6b00-aab4-4108-b142-c8aadbac9f0f · outbound

This paper cites Privacy-preserving prompt tuning for large language model services,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Privacy-preserving prompt tuning for large language model services,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.434908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.101052Z digest=sha256:bd6524f20c7e38e6e6192266a37ff04d8f4b4023cf3176346994c4edcd68a8af

Observation 7339cb64-5be3-4f32-bd97-cbfb7ebb059c · outbound

This paper cites Privacy-preserving recommender systems with synthetic query generation using differentially private large language models,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Privacy-preserving recommender systems with synthetic query generation using differentially private large language models,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.421347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.105404Z digest=sha256:2cffc60b388add9ca84ab30a8dba8da66c779917d54cdcdbb48e116aaf49c32c

Observation f706925c-38bb-4306-bc5a-2c5a8bbf741c · outbound

This paper cites A multi-channel next poi recommendation framework with multi-granularity check-in signals,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation A multi-channel next poi recommendation framework with multi-granularity check-in signals,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.406731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.109644Z digest=sha256:b3878085580673a84c1feddf7a421e6bea95e4fc5e0334d4e75b852e0fa34b16

Observation 627ea5d2-8c22-403f-94e4-a6995007a01b · outbound

This paper cites Self-refine: iterative refinement with self-feedback,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Self-refine: iterative refinement with self-feedback,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.392515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.113792Z digest=sha256:b385ca94f2118c6e64efb793fa81fe5ac577d732848bfe9cc897a52626c37c05

Observation 7609406a-1b26-461a-a3d5-092af58438dc · outbound

This paper cites On information and sufficiency,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation On information and sufficiency,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.378100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.118275Z digest=sha256:c133cc3548f695fe35002300ebb41f2f206a7cf07a95478598eb267701905816

Observation a7a9447a-5e85-4b85-b92e-1a4e1dcf3c67 · outbound

This paper cites Locally differentially private protocols for frequency estimation,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Locally differentially private protocols for frequency estimation,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.363800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.122376Z digest=sha256:d0609f956dc1faf664ae1cde7cecb9277b3504b410291e4a9f7bf97afc0c1bd2

Observation 54517846-85b7-4262-bc64-1f4a2ffd478d · outbound

This paper cites Dplcf: differentially private local collaborative filtering,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Dplcf: differentially private local collaborative filtering,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.349543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.126517Z digest=sha256:61a56de7554c7970df8ffcd3494023496659aae337427a5685c7415ebaac8559

Observation f2080ecd-9309-4a5e-8afa-e93f32c62ab8 · outbound

This paper cites Participatory cultural mapping based on collective behavior data in location-based social networks,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Participatory cultural mapping based on collective behavior data in location-based social networks,

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T23:41:30.130484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:41:30.130484Z digest=sha256:4a130de3a7583653a0c7e03376fe69b2596358e8a739a6785cf87d42b41d8bfa

Observation 6d393922-0c89-4f4e-a07f-dbdbd920ed9d · outbound

This paper cites Next point-of-interest recommendation with inferring multi-step future preferences,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Next point-of-interest recommendation with inferring multi-step future preferences,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.326606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.134605Z digest=sha256:58d780eaac7708357d6be051f653a1710e1b20d5169e49dbf29396ca8fc5f919

Observation 33dbe8f2-6d68-4314-9cd5-b13e69fe614e · outbound

This paper cites Bpr: bayesian personalized ranking from implicit feedback,.

MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation Bpr: bayesian personalized ranking from implicit feedback,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:41:30.312100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T23:41:30.139662Z digest=sha256:6d6398e08d8dae7f2b963bb071a02d8f2fb126b7e5521f031e34599a3744d9b6

Pith citing papers

No inbound Pith citation observations are available.