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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.265705Z digest=sha256:05767f35a048ba3e688f0d5d8759d0cac25108b7f39722b392dc448273a0f417

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.350633Z digest=sha256:a10859a2989e9384d087f71c9ba53c79993d05b52ef28391b6063962b55cfa13

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.445546Z digest=sha256:f8a4d9053738c4b9ed695c1b78b73ecaef4192c8c1815461d2ce7a2d4b097345

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.577156Z digest=sha256:7a3aaf833b17d369c94f01fe22dfca3350f2db492dd156fc7e7c7a01dbf92eb7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.624937Z digest=sha256:165e4201ec8e368a4ef6866bfd9e8e63a959fe744e4f7e994505c7e1411943b7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.705684Z digest=sha256:623fa3a67aec248813985b9f11158b6edebb0b2ec15d2ade5a74a3f11c95ebe6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.822134Z digest=sha256:64e6c9a6ba6e0fb7cc93f16737f7022e066cde949c5e0d3bf864fa9531fb91cf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:03.967346Z digest=sha256:eba8257fe75b0671aa7970c73210d67113ecf87ccfc50bc81d47266c14c2fe39

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:adaf30f680a471a8d51cb2df867ed4f2e30fca11f75cfcf6494d7704a388e925

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.176173Z digest=sha256:9bd14967c4d852833cbcca21fb8cd029be27bec3992397bbd05655aa804a5fb7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.288863Z digest=sha256:0f04711f5ba87e32e3bd5f372f7fc0bde3291af825694b62029b07ad46aa0edb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.432549Z digest=sha256:70abbe31da34b9be8386912fff4c14c92d159bf90c9db7fc09cd4c8396c7a59f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.546295Z digest=sha256:14151fd1bee3871c55c2668e233901748acf215de06132b3d766d6be56364ba1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.644338Z digest=sha256:baf287f3abb2e1a32ed1e72ad95e650b9e835d18197bbf91d0d557c5e5e4ffb4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.718961Z digest=sha256:f798192521b31f0b9dec6506bcc7b1ccfd29b9fa91d69527cfac2595b4143386

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.812678Z digest=sha256:d7315e5d4d8ae24afdf66066718f1dc70c632f9f8703a11a480e06de2e38ba24

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.816932Z digest=sha256:812fa5064aa777d5bd6c77e2eda53bc6c98df49609212e6e3e38d75292eade5b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.821072Z digest=sha256:4c3bd28d093df6a40cd1b95ccff6b847368eb2cc02e18a3a00799131142bbcd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.825050Z digest=sha256:7c2208cf1c34ba1c5fdd3b324a3275a2ed58e21391527a46788655eeb2192678

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:a2874f7181343281152f556d5c89e2b7d7c99b77a03c0fbb309e9fd25a1d80d2

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=sha256:8629453e4dd9a2c586aafedbd1b6320b571d486c08f9541107b24a600da69ec8

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:b7458d4edf03b025d03078b7e2cdb6204274d2ec5d7034ccee2bfc9a7c7b0492

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:bb70a5e37ebfca24630ebefc2450efd1cbe459617a9084cdb4838f1e41f36190

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=sha256:5b107e3279c62a1c5f85c84aa0755c40f99acd7eb6d6cc258063b94cb314edc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.849515Z digest=sha256:e3eef094cba562751c98acce0e8c5feba19706047562732a94623b74c742919a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.853371Z digest=sha256:5e9d2aec039cb0078f38e124bd5ff3973914a48a3195ea379033f667246b970c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.857444Z digest=sha256:68fc9466fb3f348766ac3499678008e983eb48f7cece284d8ec780a1f077fcec

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.861505Z digest=sha256:95e73c6afd2c67c159041c85bd34cf83a0d6e6b1243fcd8ddc7dc0f68e010f35

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.865280Z digest=sha256:9032fa7d32f91120679712d0a3083dd5022882729f8eaa30c92e1480818c419a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.868843Z digest=sha256:83f19e1c52c58fd23275ec4b5f8f5acf199d6ae1c5564acaf48eb1f5e7998a70

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.872358Z digest=sha256:2c04209b30dc25651c92848356a7cd2f775f525e5d9775b4d006c8cb3cbad240

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.875784Z digest=sha256:cf045c1ba1d80925c06749612e81df43b4f068218848c37925d6313b7eef6c42

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.879404Z digest=sha256:ccee3c836d455e7d181eb5c24102b37bd46234c810c8cc7aee3e0a782a338815

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.883336Z digest=sha256:6b0f9c058f9de9de58da6c6a9b4de12d251378f80fb8b36b9d2e7b523e9f8a7d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.887144Z digest=sha256:21ea1557212b22b4139a742dcaf76aba9ba770bdd692f94697cef92a8445b865

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.890699Z digest=sha256:4c44028a1f83152a42d4b50e93d4a936b3fe27549a284cded4f06e6ea92961cd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.894481Z digest=sha256:0955ecd1e8c6e3105289550eae809a5358fa4ee2a4ac857ed15f8a016c2cab08

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.898024Z digest=sha256:8c0e85448bd91430ae62fc9540cd4800d86f3b5f10b45dd2b596061e7f3fdb11

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.901631Z digest=sha256:741740f7378d67f2a1952a4b703a377b10b907f02df00fa9b887ae3d23cc7cc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.905349Z digest=sha256:b9dfd60c3bc7cfeef8736a6daf0f395f2f3c644d6de397053bc1cee435aacca5

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:be01bfa8b2e4d8ff23f97aadcc9e479dd6e4a20bbee12a78dc3d281d7e9b029e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.913713Z digest=sha256:3a14659d725149e966850da8094871ec7d996a0eaf2ec8bac37e88020a081e21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.917418Z digest=sha256:d67be95febc743b9c4ff548034d051dd436f30e069fd9b136a209dc92d281c8d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.921050Z digest=sha256:1e556340ec80c96fa8db656bab7e875a962b8720929772bdc77011076718456c

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=sha256:39537eb95947e68d8fc9a7024eadecb6e533e5590cb43d1c9dc31e06af395369

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:e7347ed102b53151fcc17086f37094b2619a06b91355b3f7185dbb44b1afa5dd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.932220Z digest=sha256:4692f988388d2dd518a9202c948fc2186813e84d29f200233a6ada7adb83f38f

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=sha256:60123128b436b07f9989d11af6d72e0cbad04d03074be4798c40e1f3e9516c9e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.939800Z digest=sha256:e838bb370a369f48262ddce171f45bb0adc2e22ffe35d7e4b062c354883b99bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.943916Z digest=sha256:83bce72dbf033b2cce8d01cfab10c925f0770f892edd6e6bff7c77e008b03995

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.947599Z digest=sha256:ec7c96fece92e92261608b22c00e76c11cae4c856239bae58b5167a425ca624d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.951323Z digest=sha256:66ddb77399f5ccae43fae9eaa543f2d4046e0cfd9ad2ab0662aae14cbfdd0e13

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.955023Z digest=sha256:378ee1c201cea8bb851dca842688a887e018ba047cdefc1c2464b83f7fb4602d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.958701Z digest=sha256:f46e4a284b27cecc783c69e087ab69eab7dc2cc425d9d1ce1960d91c9ddae371

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:f6388f3c357bc6cb141fac370656f27acb99076201b30f72ec4981be87869b3a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.965972Z digest=sha256:568dfb907f593ca387a612ecc82777a9ceddd4629459197bf2a8f414ee778ac8

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:cb284bb2e82d30f8c2e98e0c910b75af60d40c59cdc82532a2e15f9f0f67bd69

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:eae926d14d7dc34553029b0f57faf12250d8b07ccbbe4fb49095d01855a8e0d4

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=sha256:3e6bce91d109052b11a226ec7ebc19e6a640ecf8da559a5adf89e6eda47444c9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.986978Z digest=sha256:f377dad446ac72a6b8612a03ae5718d3bae9c5e4c1168892f986482d6fd0aa14

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.991241Z digest=sha256:cc41fd64e7ab250b358db342707215a8d2477a9c0c2c6e39285e3f60fc6edf7b

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=sha256:611735e6680241fbbc9a1431cad45ed6b6b43f77fdff40efa3cf1d8bc0d5e1b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:04.999023Z digest=sha256:1deeb8cfd439a9f527d0ae47fc7fdcb7a8627066f2e82bca9b45dff25dead5d2

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=sha256:91441f54583ac6d4030c79522f7c3970c685f3780b73dbfc20f68a177677d60c

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=sha256:77fa30b4aaffe80147a709d2b40308816dbf883d51d87d8f4f91ac062058206c

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:d178ee2d7f3cbd88783b749902fc717662411b0902500397e559c04f2eeb1074

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:05.018536Z digest=sha256:dbcbc6329eef47e2a3d56b0eb6e8afa9ec3c975d52f357fca8369b1dd7144e3a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:05.023162Z digest=sha256:2a5e21b77ec76ff5e375a3d4bf82041586ca52ed5ce5ec0c827552eb98c87ea2

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:cc29e147390db859a25834a61e5401032b846024840d5edb24198d18806950f7

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=sha256:7632c27a1e9721eccb812e0abd499f2135f833693b4382fb7606c3dcebb562f1

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:cb8964cb9bb3c3b77c3872999ff4ceae790220dde5581f4176cb1b57c08585c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:47:05.039309Z digest=sha256:74288873f6d3b45186e3a75374c6cc33d874d9fe637647102a40018c8731352c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-28T14:45:13.371006Z digest=sha256:a6ccb891567b0e6de61959ef040339e9d58c6ef33d43e0007c6b8883e8d956f9