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Paper Citation Record · LEDGER

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models

As of 19 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2507.08878.

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

pith.paper-citation-record.v1
2507.08878 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:05.039309Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:45:13.371006Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d804bb06-eae2-43be-8423-1a2e55abebff · outbound

This paper cites A review of internet of things for smart home: Challenges and solutions,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A review of internet of things for smart home: Challenges and solutions,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:06.042365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.265705Z digest=sha256:74ef226bfec6ad4dbca2eb4bbf96639e3913a5178a421136d60ed980732e792b

Observation 93efae88-7940-40a6-bb43-9478b9842273 · outbound

This paper cites What we do– and don’t–know about the smart home: an analysis of the smart home literature,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models What we do– and don’t–know about the smart home: an analysis of the smart home literature,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:06.027894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.350633Z digest=sha256:6453632d98fff70b7248da1ba52bc33cc74198dad0a9e2764b0272a977b8503e

Observation d337c852-8626-4626-aec8-39d0f5fa8a41 · outbound

This paper cites Thumbup: Secure smartwatch controller for smart homes using simple hand gestures,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Thumbup: Secure smartwatch controller for smart homes using simple hand gestures,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:06.013440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.445546Z digest=sha256:e25ab9cbd75c5a516b9a298c13b5fbf4e006a5b59b560d1820351185fc4ec9cd

Observation d0e1e27f-907b-4310-9e18-d23f805cf9c3 · outbound

This paper cites Lh-ids: Lightweight hybrid intrusion detection system based on differential privacy in vanets,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Lh-ids: Lightweight hybrid intrusion detection system based on differential privacy in vanets,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.998969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.577156Z digest=sha256:5a0a7c2299379256731d0e1d7ec19e7d60c324ba252ea6ce9fd180e5e1107517

Observation b6f1f439-a6cd-4caa-8b47-513914866dfd · outbound

This paper cites Sasha: creative goal-oriented reasoning in smart homes with large language models,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Sasha: creative goal-oriented reasoning in smart homes with large language models,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.984193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.624937Z digest=sha256:e9b5041c1828d199a276e5b79a0f3fd76b7f02019b6a028d5a47bfcc2a3aa024

Observation c39374df-3cb9-4764-b3b5-a92d33a33321 · outbound

This paper cites From amazon. com to amazon. love: How alexa is redefining companionship and interdepen- dence for people with special needs,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models From amazon. com to amazon. love: How alexa is redefining companionship and interdepen- dence for people with special needs,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.969494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.705684Z digest=sha256:b4b1ad2c606c4abd8518d003140804eada0b45b33f7d3e9b4987feac49730d39

Observation 0b93b306-48cf-44fb-ac28-b5426c61517f · outbound

This paper cites Spoken language understanding for natural interaction: The siri experience,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Spoken language understanding for natural interaction: The siri experience,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.954992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.822134Z digest=sha256:b879d781151ed2483e4a9a501f9fd6cea889ad34efca00f573a9daf00d843460

Observation 8b42ccae-4f75-4471-9520-94bb151492ca · outbound

This paper cites Edgellm: Fast on-device llm inference with speculative decoding,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Edgellm: Fast on-device llm inference with speculative decoding,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.940771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:03.967346Z digest=sha256:9d4886006098d8e351e4b3ee81ae8d2ce134fc0ea18113163fcb8df7f013cc91

Observation 8789cfb5-4506-45bb-8283-d87b5c7fae52 · outbound

This paper cites A Survey of Large Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A Survey of Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.049488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.049488Z digest=sha256:6477ee79cdd4303a4c078390ad17875059a25079de2e83a7dc3011b87639b28f

Observation 1bf81a77-c3b9-4288-818f-a2cdaa01d32f · outbound

This paper cites Enhancing stability and resource efficiency in llm training for edge-assisted mobile systems,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Enhancing stability and resource efficiency in llm training for edge-assisted mobile systems,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.927133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.176173Z digest=sha256:b47116b37918c8ba4abc109f99f09267df83ccc49225e1f65f23377e695d41a4

Observation d8212517-b712-4b63-ab5d-4d5d08e7edab · outbound

This paper cites Available: https://chat.openai.com/chat/.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Available: https://chat.openai.com/chat/

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.914080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.288863Z digest=sha256:6c7ee8e3462f4d64ff681d3863ce40411cbbd8ed9ac1022f3f9b72996a90550e

Observation c442cf1e-459b-4dc4-a147-7ccf82aba8e5 · outbound

This paper cites Verifiable symmetric searchable encryption for semi-honest-but-curious cloud servers,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Verifiable symmetric searchable encryption for semi-honest-but-curious cloud servers,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.900381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.432549Z digest=sha256:a384fec18289bd2473d55b5f02133cb7f77b782427cbbb6ff8a91135493d4e50

Observation aa2cf3c2-f9fc-4737-ab71-5ab27e505feb · outbound

This paper cites Towards personalized privacy-preserving incentive for truth discovery in mobile crowdsensing systems,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Towards personalized privacy-preserving incentive for truth discovery in mobile crowdsensing systems,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.887619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.546295Z digest=sha256:98181ebae8ffabf13ca6fbf74cff76625a98d6333bcdbe745b4098dcb7f6b525

Observation 4358f208-9da1-44cb-8477-9d36a67880de · outbound

This paper cites Cl-shield: A continuous learning system for protecting user privacy,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Cl-shield: A continuous learning system for protecting user privacy,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.873920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.644338Z digest=sha256:1ad6064a27c6e50dbfabfac978b6b73384261670ae78b7dbbc80c26059f13691

Observation b15ddaf8-ddf8-4a50-81c9-9d553fda4026 · outbound

This paper cites A triple real- time trajectory privacy protection mechanism based on edge computing and blockchain in mobile crowdsourcing,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A triple real- time trajectory privacy protection mechanism based on edge computing and blockchain in mobile crowdsourcing,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.858642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.718961Z digest=sha256:39d316cd5e2c8c29b03e1826493eb41d50051acd883888fdb6ad474fbfda4841

Observation b3f03663-2a2d-4e6a-a4f6-657b78ae455f · outbound

This paper cites Cross-app interference threats in smart homes: Categorization, detection and handling,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Cross-app interference threats in smart homes: Categorization, detection and handling,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.845709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.812678Z digest=sha256:3b8eebf133f29ca5013ad82414058c7c0a63059d02c0809da89825ff2c80ae34

Observation 01e26454-fc31-4ef0-8d7d-2f4524467e45 · outbound

This paper cites Fedconv: A learning-on-model paradigm for heterogeneous federated clients,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Fedconv: A learning-on-model paradigm for heterogeneous federated clients,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.832432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.816932Z digest=sha256:4ef159cd2bed1c7ead91c0cddba72a539758031e4ce7119930ef95148f63da27

Observation 03f8f324-e9f7-453c-a7bd-a182556bec17 · outbound

This paper cites Feddm: Data and model heterogeneity-aware federated learning via dynamic weight sharing,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Feddm: Data and model heterogeneity-aware federated learning via dynamic weight sharing,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.818260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.821072Z digest=sha256:c5630af84862c61d2137efddffd075278c0ea10ba027e9ce4c4b94427f69b0f9

Observation 34aa475d-ed59-468a-ab2a-82f8b0fdf0ad · outbound

This paper cites Hierarchical and heterogeneous federated learning via a learning-on- model paradigm,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Hierarchical and heterogeneous federated learning via a learning-on- model paradigm,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.804213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.825050Z digest=sha256:52043ec478cb103da70efef7a1de00662b2fb902fdb6998a0d90d42c64522695

Observation 8c3a0d3f-28b8-4ef8-85c5-ea8e782e81bc · outbound

This paper cites Scaling Laws for Neural Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Scaling Laws for Neural Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.829450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.829450Z digest=sha256:3472ca9293dc1f7bedb49d84ee1c1c5119cc2f4a5c48e7d2953c5f97e8794965

Observation 4838012e-4344-4c0d-bae4-3e60e1b56477 · outbound

This paper cites SAGE: Smart home Agent with Grounded Execution.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models SAGE: Smart home Agent with Grounded Execution

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.833688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.833688Z digest=sha256:ab937a18a63f18ad15f56012094cc002c9c8517accd6aec90aff24e0d69e2235

Observation e6b1a22d-7171-433e-aaef-237e2f236833 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.837973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.837973Z digest=sha256:ec31b887fda31564ccb5d9c6a4260dec9ea726587738a296910dc8359259915b

Observation 40033d18-647b-4eae-a999-9904542d7a5d · outbound

This paper cites "Get ready for a party": Exploring smarter smart spaces with help from large language models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models "Get ready for a party": Exploring smarter smart spaces with help from large language models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.841641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.841641Z digest=sha256:ab6d53bd879e0ef6e22f5010a420867f64e613bfb20586171794b65b6c3a6f32

Observation 3e3c03b3-c7fc-4084-9b83-d811254ad5ae · outbound

This paper cites Thoughtful Things: Building Human-Centric Smart Devices with Small Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Thoughtful Things: Building Human-Centric Smart Devices with Small Language Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.845650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.845650Z digest=sha256:b67d34ce91f5abc80a9cd42a02c99d32553cdd6038afa4a9a2d8a41fb0384f59

Observation 1b2dc0c3-badf-4447-bb78-41cd3dc3ac6b · outbound

This paper cites Iot-enabled smart appliances under industry 4.0: A case study,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Iot-enabled smart appliances under industry 4.0: A case study,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.779900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.849515Z digest=sha256:04cc65ee758bbff3df8974ddb08fa601bf960fb278922679881c0ad2fec34261

Observation 7bdb7618-5aa5-4453-8732-914fb9f6734a · outbound

This paper cites Designing the desirable smart home: A study of household experiences and energy consumption impacts,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Designing the desirable smart home: A study of household experiences and energy consumption impacts,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.767113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.853371Z digest=sha256:24be2d8246a31fb558136d60916323d213e36e979436beb1ff99d400ac319e74

Observation 870eba1f-bcf9-4de0-a59f-22a361fa32bb · outbound

This paper cites Smart home: architecture, technologies and systems,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Smart home: architecture, technologies and systems,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.753889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.857444Z digest=sha256:3e23471194431c7d15f31a45ef3687665eb50eaa36accf6b32389e8ff9320c63

Observation dea1207c-0020-4c55-b07a-7fbb9742bcee · outbound

This paper cites A systematic review of the smart home literature: A user perspective,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models A systematic review of the smart home literature: A user perspective,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.741091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.861505Z digest=sha256:f33fd05c6ff1e1a37a581608d48d74bcbdd8cad2b902972e8cc809f137b055f5

Observation fa877d61-58c0-45d0-ba71-c0a9decd17a5 · outbound

This paper cites Smart home automation using iot and deep learning,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Smart home automation using iot and deep learning,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.727131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.865280Z digest=sha256:62f775fe378402045698fe311e4f3c91a383db6d1cb3487a9167eba9fd0d110e

Observation abbe7586-6126-4027-b143-1c63fa43f786 · outbound

This paper cites Survey on virtual assistant: Google assistant, siri, cortana, alexa,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Survey on virtual assistant: Google assistant, siri, cortana, alexa,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.714423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.868843Z digest=sha256:3e37b7a59990680355f4379a868542d9175830bcac19f2ad53039456f2b46f88

Observation 19f850a3-cef1-4ed5-8135-941170bf31c6 · outbound

This paper cites Characterising usage patterns and privacy risks of a home security camera service,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Characterising usage patterns and privacy risks of a home security camera service,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.701328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.872358Z digest=sha256:4e61ab0114e526e6d55f0be67c02733ab3570b5e3108e77bb65e2f105150c01e

Observation e2b958bb-6979-45e0-b46b-07a72454ab51 · outbound

This paper cites Transformer in transformer,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Transformer in transformer,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.688000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.875784Z digest=sha256:417e1fc58254b78a69997dc4f7971cf6410a0295484be017c84fc3a516d570a2

Observation b65c7418-310a-4f17-873b-d54d85070497 · outbound

This paper cites Autoiot: Llm-driven automated natural language programming for aiot applications,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Autoiot: Llm-driven automated natural language programming for aiot applications,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.675066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.879404Z digest=sha256:548698f54ff7ea5eb6b630b4ab6ea2fda686b8a65e161a09dd5ca5c88ed618f6

Observation a58d13c3-f0b6-4d0c-b35c-973ae61d2577 · outbound

This paper cites Gpiot: Tailoring small language models for iot program synthesis and development,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Gpiot: Tailoring small language models for iot program synthesis and development,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.662272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.883336Z digest=sha256:489e7f91a794b6d15a2422d71e8d6171599ca7378438d454b907a2419ef3cd0f

Observation d9480e12-bc10-4d56-8852-de26aa6ea3a9 · outbound

This paper cites Iotcoder: A copilot for iot application develop- ment,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Iotcoder: A copilot for iot application develop- ment,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.649591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.887144Z digest=sha256:508bcc8eb06bb1459acc190d3031c25c82eed64271ed280de317a9e527255d5e

Observation 47dba9f4-f291-484e-8a85-6fb9d6005d72 · outbound

This paper cites Leveraging large language models for enhanced person- alised user experience in smart homes,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Leveraging large language models for enhanced person- alised user experience in smart homes,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.636264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.890699Z digest=sha256:de4615c90d6dba606fcd7e4b9d075ba9738467dbdbde1dd6a08092d0abec87b1

Observation abdad3b4-20e3-4a1c-ae5f-2079c3301676 · outbound

This paper cites Apple’s knowledge navigator: Why doesn’t that conversational agent exist yet?.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Apple’s knowledge navigator: Why doesn’t that conversational agent exist yet?

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.622882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.894481Z digest=sha256:0ccdac071d27578f3e7743001a9a8a81c5f6faac1ed6a6f7a4bf453398f70dd5

Observation 44b9f284-c212-419b-b71a-8a4c747272ab · outbound

This paper cites The pii problem: Privacy and a new concept of personally identifiable information,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The pii problem: Privacy and a new concept of personally identifiable information,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.609275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.898024Z digest=sha256:ff463a825ec3dbba5432586c6beeba2ffa4ae7cad97f0491e7bee135179f9ef4

Observation 5a7b54f8-28f1-4c41-8f75-6685bd7cf23b · outbound

This paper cites Location privacy-aware task offloading in mobile edge computing,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Location privacy-aware task offloading in mobile edge computing,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.595042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.901631Z digest=sha256:fb6675b231a52146d8302da84fcbef71d9a8780f004f6fdcfd1f4beeac689a4e

Observation a35e2fa8-4ed2-4299-9651-c086a8dcfe0d · outbound

This paper cites Protecting your daily in-home activity information from a wireless snooping attack,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Protecting your daily in-home activity information from a wireless snooping attack,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.580670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.905349Z digest=sha256:909fb1aad7efcd45b1caced51220c8732575c3a70ae8cd86c06cb326e26ee8b5

Observation 5616103b-fc4a-40b4-8d7c-e7a72e3cd1fe · outbound

This paper cites Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.909324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.909324Z digest=sha256:e5f6d1bd0d4455dee058ef7c9840daa0aa8231a919d94bf8be2857b0ad4725d2

Observation 53fabb89-850b-4aec-bc0e-a8e81e8186dd · outbound

This paper cites Analysis of ifttt recipes to study how humans use internet-of-things (iot) devices,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Analysis of ifttt recipes to study how humans use internet-of-things (iot) devices,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.566996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.913713Z digest=sha256:1a3a19a6c2370468421663a20b5a6407afb55b334a066645b02313ed231fae9f

Observation 9d4eb91a-fa25-475d-87d7-6bd5c548336a · outbound

This paper cites Looking for a few good metrics: Rouge and its evaluation,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Looking for a few good metrics: Rouge and its evaluation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.554014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.917418Z digest=sha256:c82dd58ad5f8edcbd0679e30b0fcf40c2db180864c4c9b80f17d4f148c90642d

Observation 2bf77f19-e5e0-4ed9-8a8b-25fef72a21a4 · outbound

This paper cites The apple sandbox,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The apple sandbox,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.540918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.921050Z digest=sha256:1992c01b4c2e85b31f57f1329acd326cd48014c5d4feab37ff2d3dfc9ecb264c

Observation ab894f36-83ac-4090-9db3-6913375d4d87 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.924643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.924643Z digest=sha256:a5410f11bcaecf4442cc5615f6c85268f2ac72ad1ec7232b333c4df34650e04e

Observation ba310828-18a5-432d-b79c-01f54895a29f · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Rouge: A package for automatic evaluation of summaries,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.928664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.928664Z digest=sha256:695113c1bed84b63c19843d64c3df172b3fd99a3b6bb6ef77ce4826cc481a9ff

Observation a202d0c1-7b76-4549-9c7f-fad5c9c33ad1 · outbound

This paper cites Qlora: Efficient finetuning of quantized llms,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Qlora: Efficient finetuning of quantized llms,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.518718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.932220Z digest=sha256:b1a6a125f60469865073e1a6dc3ddb7ac427544f10b5a8e6e4620437e383e79e

Observation f9cb9d3d-3d81-4342-8abf-b3897adf1efc · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.935900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.935900Z digest=sha256:f198e2d7e7ed8802809beaaf57de255ce03ba2efe5ea3c4f1b506ef9aa21a2e4

Observation 6bd4e4f8-937a-44cd-b75b-349c083b19d3 · outbound

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

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Chain-of-thought prompting elicits reasoning in large language models,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.504210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.939800Z digest=sha256:23615342d619a26e3ac2f3aa66afbe8a06ea5181e114a9b820683f2d4abc7705

Observation 7ddc65a1-cf9c-4c83-abde-da783e81abca · outbound

This paper cites Trine: Cloud-edge-device cooperated real-time video analysis for household applications,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Trine: Cloud-edge-device cooperated real-time video analysis for household applications,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.489678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.943916Z digest=sha256:a32027ecd076531113119c8f39df232d577287482c5cde419c6a910d6dfe6192

Observation 0d33b594-f32c-4f4e-af05-d3699cd97146 · outbound

This paper cites Redesigning privacy with user feedback: The case of zoom attendee attention tracking,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Redesigning privacy with user feedback: The case of zoom attendee attention tracking,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.475915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.947599Z digest=sha256:1c8ff02f95c54908a28602f8aebf0fccc9b67cf80c81e71fe0cd3b49c110262d

Observation ae440075-0d63-42b0-b0e5-ccccbadced85 · outbound

This paper cites The impact of risk appeal approaches on users’ sharing confidential information,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The impact of risk appeal approaches on users’ sharing confidential information,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.462925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.951323Z digest=sha256:3407af6426194da601d5da615b32abd70c7a35e964e958474739fc2a091b1b46

Observation 04ab3591-e0af-4cb0-9326-3de9a460cdd3 · outbound

This paper cites Deep face represen- tations for differential morphing attack detection,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Deep face represen- tations for differential morphing attack detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.449726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.955023Z digest=sha256:bd54e129fa43f234f767fdcb3aaacfd3ef264dfe70991f772f72572837431c04

Observation c1a388f3-8eb9-4a71-8d97-910125aa45f8 · outbound

This paper cites Governing open vocabulary data leaks using an edge llm through programming by example,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Governing open vocabulary data leaks using an edge llm through programming by example,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.434935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.958701Z digest=sha256:a8343b2d7e13408c7b9d3c64626c492019e4d94ee7d7f1c4d55d42df6e3d9cf0

Observation faf9187b-5ae1-4230-ad29-411b3f494b49 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Pytorch: An imperative style, high-performance deep learning library,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.962426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.962426Z digest=sha256:061c47d5732cc5cee49119db1d64955c7a2dba6bbbb9c307f4fe875b83fe215d

Observation 2f703dd9-d113-48ec-99dc-1326b2a2e88b · outbound

This paper cites Langchain,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Langchain,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.411279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.965972Z digest=sha256:3e420dec6773624513d42d0b3ebcf85d89904e28a88c30600ccdefb00d391dd0

Observation 4aafd0e4-5db3-4e6f-96a6-b979f4bdc82e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.969812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.969812Z digest=sha256:fbb13e083d081742c12695fd32e47851fc0ac055023ff57b9961713925e49398

Observation 9795ce5f-57e2-4715-a241-e86668afc237 · outbound

This paper cites The Faiss library.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The Faiss library

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.973945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.973945Z digest=sha256:100e6410be76b79dc67e3c075ae49478843451d46f039771904291fb383d40d5

Observation 8abf0157-8bcd-4419-bb6b-303493889f2d · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.978251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.978251Z digest=sha256:6fd9710faed6c84591e2c8e966bf217b66d411981f040dd0560051c476b5109e

Observation 8e128d75-e23d-466d-a1a3-d00d31fe181f · outbound

This paper cites Security and privacy protection in cloud computing: Discussions and challenges,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Security and privacy protection in cloud computing: Discussions and challenges,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.398104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.986978Z digest=sha256:990d2520049fd2411e459d3954fc1c7e4f31f531b48612f98d53be9dd3360093

Observation 0d5c6786-2335-43ba-9ed4-b3e83abd0c3c · outbound

This paper cites Appintent: Analyzing sensitive data transmission in android for privacy leakage detection,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Appintent: Analyzing sensitive data transmission in android for privacy leakage detection,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.384108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.991241Z digest=sha256:596c8ed7299a48d11e8565d31f2688a828865f1fd856b4fb332ab55101560059

Observation 5257b9c7-c7fd-451d-a803-a3cdb94b3ee6 · outbound

This paper cites Survey on fully homomorphic encryption, theory, and ap- plications,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Survey on fully homomorphic encryption, theory, and ap- plications,

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:04.995338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:04.995338Z digest=sha256:8e9a43d84096406ffad29e973a1a45500b7848be55c01bda1becc5f8f51173c3

Observation 07cdfbf2-b8c4-4111-9e05-319be5af244b · outbound

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

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Propile: Probing privacy leakage in large language models,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.359918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:04.999023Z digest=sha256:51bc04c35d42648d9fea95007cffaa54cd4e075b636b685147ce701ba46d2ecd

Observation d77eca50-cb80-4b9e-8e02-2168804eefcc · outbound

This paper cites IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.003170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.003170Z digest=sha256:281412ae68895cd32a30e062278a643cc1db12681f7e709ab84259e8367c1d2d

Observation f265cdf5-33d0-48bc-816d-9523105f70f8 · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.007194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.007194Z digest=sha256:0e691021a72135c00291da760054eb7a68212f7b144d11c1687c6dc69fb1889c

Observation fa2056ed-58d7-4dba-a222-d48b56ce1e80 · outbound

This paper cites LLM-PBE: Assessing Data Privacy in Large Language Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.011399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.011399Z digest=sha256:8b29b225300f120c424a4f5c691c6b7fa1246842376a6833c16323e6a1360277

Observation 95c9de7b-eb92-4064-882d-a471cf35bea6 · outbound

This paper cites Memory-Profiler: Monitor Memory usage of Python code.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Memory-Profiler: Monitor Memory usage of Python code

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.345555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:05.018536Z digest=sha256:26d107df13d5bb88903aca9497ccbbf9ce83aaa9baf733526d7569c2ddde1218

Observation a5c50933-3129-4ce9-a670-b86fab2d71ff · outbound

This paper cites Gptcache: An open-source semantic cache for llm applications enabling faster answers and cost savings,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Gptcache: An open-source semantic cache for llm applications enabling faster answers and cost savings,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.332008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:05.023162Z digest=sha256:641e843f2277c3afdaa42c1bbdfe7ce1244527f846f60f4c69d18c32b55f0860

Observation 236611aa-5a28-456d-9c34-87858e00d385 · outbound

This paper cites Qwen2 Technical Report.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Qwen2 Technical Report

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.027119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.027119Z digest=sha256:85776ca9b435db1e3a9bdf7a2b1014abab05e38cf1195ab0ccaad7930514e913

Observation 96f578a5-d73f-4c84-b2f9-4b4b0daf773a · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.031479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.031479Z digest=sha256:d06462489b8cc8c214efe82d3b3b68fa31f473889c4bd1a5879593a0acf15e78

Observation 7c7880f1-5b2c-4853-a2b6-3cb379aa8dd8 · outbound

This paper cites The Llama 3 Herd of Models.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models The Llama 3 Herd of Models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T18:47:05.035154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:47:05.035154Z digest=sha256:25c54f88c4f577d7f65e23508c10ecdb8598ffa571dfda6eb0e31582071919d5

Observation 0bf61550-101b-45f2-a535-dab7689777e0 · outbound

This paper cites Likert scale: Explored and explained,.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models Likert scale: Explored and explained,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:47:05.318634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:47:05.039309Z digest=sha256:01cb56f8aee6193708fca3ce5301e34423613f917a39f2e56bc801c8e4062022

Pith citing papers

Observation 29769042-a55a-49b6-ba77-c68240d0d5a6 · inbound

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes cites this paper.

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-06-28T14:52:18.409983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-28T14:45:13.371006Z digest=sha256:14298ae8cf118f0a9ca375f68fa05348bc2da4ce5aeed62faca6937c2313f72e