Pith. sign in

Paper Citation Record · LEDGER

LightLLM: A Versatile Large Language Model for Predictive Light Sensing

As of 18 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2411.15211.

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

pith.paper-citation-record.v1
2411.15211 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:46:13.614582Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92c2af01-3aea-4d6f-9a3a-b1760565a36a · outbound

This paper cites Original Samsung Smart TV Remote (Solar Cell Remote Control - BN59-01385B Genuine).

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Original Samsung Smart TV Remote (Solar Cell Remote Control - BN59-01385B Genuine)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:46:14.411925Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.363646Z digest=sha256:4784ed22d3648199d0dccfc9719fa2de1a43d28b6a9dd894d00c658b780c711a

Observation a0a19d26-9f88-4488-9a4b-cd154a795979 · outbound

This paper cites Large Language Models are Few-Shot Clinical Information Extractors.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Large Language Models are Few-Shot Clinical Information Extractors

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.369247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.369247Z digest=sha256:16efd3e5250d66016f4b9d2bdedf66db64014727c3af972b1669823bf11a65c0

Observation 57da0d4f-b574-44c7-b933-47ef292a7c45 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.398070Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.375289Z digest=sha256:fa0a39e798efc5848e3ba8bef8619499f6c227821868e15b7b79747de97aa673

Observation 78efa03f-da10-451b-bc12-222f1a6e05da · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.383911Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.379786Z digest=sha256:865b5ebf9d2dbd62417e6cb5324cbce0d4fb7ee3a2c7d739b347abc5ed6715e9

Observation 7aac9231-7c89-4a03-a32d-9b22640eafac · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.370525Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.384383Z digest=sha256:41fcba72be171400cfc98db9208320345cc6c1e0a9862b49515a0d8fc505d091

Observation dc0d1bd8-6237-4d5e-b1d6-3376875830ee · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.356227Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.388847Z digest=sha256:ca62761b9e7ed42d232572014941f9a64d5c670e5e406c3416c0333928917443

Observation 0384a335-eddc-49eb-b1ca-847a07e9c2fc · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.341028Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.393703Z digest=sha256:33ac1bc22583d89a813a4b3cf6a2f84ead1abdb68146a5756c5ca46d2e7cabb3

Observation 12496ff6-1a22-47c0-9200-5060cb7bf1c1 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.327341Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.398308Z digest=sha256:cd792128a250e5413f6a41f1634950436d2987ea190aa8f3d0b5456f8e58b645

Observation ede8e17a-2f76-4436-9ecb-71313c56476c · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.313590Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.402504Z digest=sha256:fa408b9ac179847668bbe30bbd418a4ff0a3a4ac10f8d7987227fb784318f21e

Observation c683d0ea-4eea-46af-ae12-4c86e2ead6e7 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.406728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.406728Z digest=sha256:bbe0b4a73de7155ca1d1853d3cf02cfb8db6018964cf8e05eaa1ea7a2aa83af3

Observation 2fe298f9-b005-4dc4-afb3-0a38caa18317 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing PaLM-E: An Embodied Multimodal Language Model

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.411212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.411212Z digest=sha256:97924eeef6b36a6939ce54b90b16e1ba1b6b8cc07aa1919199b78ebf7042d5ac

Observation 7301b3ae-b112-4de9-9695-2b160c7fbd16 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.298986Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.416108Z digest=sha256:b67b13cf983b67128b1afd0f32d67465e3e4c4de32493e9c37b2ac5c89d35cd6

Observation 815089b9-31c6-4d37-9f64-2b5b328c82db · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.285140Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.420563Z digest=sha256:6cf061e4db4d05367f6a1bbd30e2e26556a24e8485f105f3a3d2eb8244cdac93

Observation 21358419-18e9-452c-a713-442a4578f22f · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.424502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.424502Z digest=sha256:79059287bcfd66ba6d3b76b6f6c2c0e971479584869e83b9264c0a6f1fd65f40

Observation 6c83f68d-4f85-48fe-a177-7b7c893391d6 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.428770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.428770Z digest=sha256:736e5c27516229b1187d21aa9a16adb7996b90eda3f3dcce59b7c37366cecf4d

Observation 41cd0b13-9e0f-44b1-a9ca-22e638f97ab5 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.252021Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.432832Z digest=sha256:0659334b3f61cde23ae9158c68b8301e7262e21f7006e7658f705ade1a677604

Observation 6c6500e8-c86b-4a8a-8035-71ef9e842cbf · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.437203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.437203Z digest=sha256:084aa763b54da9cbcb703f0c080870b69db63f27a9ca939569d1b3c899857a4b

Observation 10121677-3234-44f5-8c9b-23189f95f97b · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.237962Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.441633Z digest=sha256:2d13fc6b4264dfe3e93a98c84d6e5d5c1fb8c2e62cbfe84e84e2a7f0c7307459

Observation 632afc52-4ed7-4413-805e-cae5c5112351 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.224310Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.445856Z digest=sha256:ab75d4db89940b996a11b15bc4fb6ae39f4b6a0ea61d4e1888bc45eeca635a3f

Observation 021e145e-6edc-4d83-b68c-28b50c5012c8 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.209082Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.450126Z digest=sha256:b8df9c2cc1ba25946248f288cf1555a5959a3f83e1a9c706a02bcf575adf6cf2

Observation be54b10b-bac0-4c65-a84a-b0052e6d5846 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.194861Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.454560Z digest=sha256:bfa819d7701e868dcc9bda44da588ecd3038a9a0b1fb9161ff7009880c73a403

Observation d37b81da-31dc-4738-879f-134adeb18085 · outbound

This paper cites HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.458653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.458653Z digest=sha256:2bc3bb154bc59ae1e7f14bd73c574774db777c056a85c3f37fbfcda58d73f893

Observation ae95f09f-5cb4-40f6-804b-72e2e5780434 · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.463309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.463309Z digest=sha256:1dfab9b073662d1fc17f896e224afa809d4565d9119f695c5ebe930a7796f0af

Observation 311eab99-12dd-4f97-bd5e-06f9af8cebea · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.180963Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.467797Z digest=sha256:e9585e6aa0d867e1f81d091e814b431e73c07f5cc18308874a13c4e7848e232e

Observation cc11407d-cf89-4b44-bfe8-af6b8726dda4 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.166622Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.471959Z digest=sha256:469b9a7c719570eeafd8b255b26363e715972f88f81f068ce08a40de0df9dc74

Observation e0fd58f5-3c90-404d-9506-5960978f4b3a · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.475895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.475895Z digest=sha256:3a81590fb69df986807ebcf2308281381fd495aab26de91701fe666ea4412481

Observation ac36c578-2d6d-4fc4-ae7d-16ad96380c09 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.152146Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.480222Z digest=sha256:843746b855657f2930f62dd1caaa2cdb710d7ac4fca1190235926ed51b90c844

Observation 76dbc51d-db12-40e5-a526-5138d1ab7336 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.484021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.484021Z digest=sha256:ab1110270ab1d95c79eb31b5dbfae58798f89ce7d7af51c5ceb4fe17d2108925

Observation 4c8e63c4-37e4-4c88-a1e7-38c1cf4df27f · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.128348Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.488288Z digest=sha256:aa6f55093d2b0cf580edb34aa17d67b513c839f2a462bf0af05cb02fb1d007e0

Observation 567a8756-2876-4b56-8e35-06030f038e5f · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.113632Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.492369Z digest=sha256:f53d4ea8490991bcb62443477fb91d1284cb56ad7adb90ad84df55a583ea3436

Observation 3ae730a0-a98b-48be-93d0-51dd8c52bca1 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.097228Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.496362Z digest=sha256:8ed068dbeaf073ad78a53dffe226c50e3e89d2ddd1644fe83c1f5767995140ce

Observation 28f66266-b9cd-4d18-b16f-3f561d55d372 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.083238Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.500257Z digest=sha256:062740c8d8ab112ed63c6c84fa61c677da183bfd52e98d1251339aba42432fd1

Observation 551e2830-7b57-4e93-ba30-270ab1fd93df · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.068827Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.504101Z digest=sha256:d51a580da6cf4efbd773940712d5a1d1e635a5eb18945229c0f4ba06d5568982

Observation 4dfd5585-9691-4236-adee-ca46d1abf798 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.053470Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.508133Z digest=sha256:0571f99946fac0f7f14527b2fd9df4d5905b29d932bd8abdf4c5ff236cd44327

Observation 03445d07-dbfc-4be4-9aa4-f82ba8d2e082 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:14.039610Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.512142Z digest=sha256:040ab6c11722367da03447e1e2bd9845b411bd7dc4c041f24e1972eb859659bf

Observation d7352925-05ef-414a-a912-1fbb8e4b3fe3 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.515961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.515961Z digest=sha256:da138f7d29930b1e883eb2d5d0a6817a43fe124c337c1293a83dfb93863fca85

Observation ca8cd6ab-71aa-46c8-b5eb-4def53446105 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.520661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.520661Z digest=sha256:fe248614a7259b6ae5087e870811d7ef8454150e892a73e9fbcc2acc870b0787

Observation aa2451a2-b527-4928-9934-83de2922e77e · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.524844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.524844Z digest=sha256:3875008c97d7da482b38e9046a48dbb0e9192b5dad4e0367ad290a5a1e5e971d

Observation 4ebf8bc4-81f5-4ce6-aeb3-83c27b1f4351 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.528903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.528903Z digest=sha256:64a6c40c62a081dc7b8ffc177fef7417ccd95333205dfcc369243f0ac06a257d

Observation f17bd4cb-8825-42eb-a721-9fc1ca6ae44d · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Towards Expert-Level Medical Question Answering with Large Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.533651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.533651Z digest=sha256:13bbe10202aa18f293c36b1eb5980bd689e913d1d377a5382e574bb3ad8cb839

Observation d2f44861-4dfd-4245-b399-5c7286877b94 · outbound

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

LightLLM: A Versatile Large Language Model for Predictive Light Sensing LLaMA: Open and Efficient Foundation Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.538194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.538194Z digest=sha256:1a830774113da1ece0f6f1c9b320989f5f66d256064f6319f605c5b2ab6d4555

Observation 5ad0db90-caeb-42b8-a6cb-eb7a5ceb7257 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.542503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.542503Z digest=sha256:2f08364edee762a7be412e36010552202468c8686005fdb75556aa655bdbe0e0

Observation 530a5ca7-5cb8-4cbf-a9d0-1d2193951dbf · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.990771Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.546589Z digest=sha256:52fef06d227621c6fed63df8f1baba52dbe619b43218850846cfe0f3282bea46

Observation 92a2c70f-1393-4f8e-85d8-1e8e62b05515 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.976323Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.550642Z digest=sha256:a5a05a26b6e18588ff943e3e16f3d1944ec9e39d19a69a29e1bcbee878a884cc

Observation 16bc9a66-d60d-47a1-bc7e-a334b04506c7 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.554988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.554988Z digest=sha256:c8f5fae1f0acaf2ee59b74b478af7cca147ad54fc75b185e36abc5d96fb18242

Observation ee033765-b42f-4dce-aff9-67129275f4f1 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.559074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.559074Z digest=sha256:369d6b9321e3eaa3deb6ee41553c3abb6e7f7b9003d2b017c58897665b620c77

Observation d2d66d44-f770-48bd-b791-06ff5c682268 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.563108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.563108Z digest=sha256:761466e08ab7ebb288cc21c5663ca6414565ae9a7921b94a9c46a733c50cb68f

Observation 6fe8ab82-2aa0-4092-8c63-a4e5c1595827 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.934800Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.567106Z digest=sha256:f26feb11e88a6bd8f3924e8c0efcb0db3a649c18e0b635425b3d8482e3d965a3

Observation 12ef7b8b-494a-4e84-a2d5-d63b18c6cb7d · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.920991Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.571143Z digest=sha256:816cf830dd2fa6a653b1e547c7546cb28b36640e736ddeb807b2b2dd2c0ff10c

Observation 86123291-bd15-4042-942c-a50af179be6e · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.575173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.575173Z digest=sha256:05785aef29b7a3fb2379e8f19d30b07dec0730be9b7ab4068f7345d346e4fb9b

Observation a9a747ed-2063-46f5-8449-84224c703739 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.580114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.580114Z digest=sha256:eb9587b9b0801327880b48d63cfe90cd5d2ec8acc7690f5e43cc5c99435e8b65

Observation f7ef9cc2-efd4-41f2-8708-6725478913c5 · outbound

This paper cites Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs!.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs!

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.589042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.589042Z digest=sha256:3d8e4935ef5a32376f1941163fa7c60e132e69aeb1f94e27a82afb7845d2c614

Observation 40247026-4c16-4b2c-a447-67219b961a1f · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.871193Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.593499Z digest=sha256:6412a21258aef59a119b500d6d8b8b8463719fb6f125e5a62eb81e3a12d4baf9

Observation 7ff306de-eab8-4d37-827d-2af69cdaff33 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.855970Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.597610Z digest=sha256:9e1305745dc62353b44e7e35a66502b854ac799159d1f0a6f5df2a79a21e8ed3

Observation 5a84bf1d-fdb4-429d-b5ed-4f87038b93ba · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.841487Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.601669Z digest=sha256:647c8dfd1e13250da28057210ba090225a3d7000f5ba2b480dc5c3668e2257f9

Observation 4e80cefc-27e8-43c7-8616-a77df8dc4f18 · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:46:13.811672Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.610327Z digest=sha256:8f86cb24261397b50a803d4611e17d4f688fd59addc8552dd0adfbda18654979

Observation cf64ea3a-2b63-453f-9f60-1d6f39bc831e · outbound

This paper cites an unresolved cited work.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T16:46:13.614582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.614582Z digest=sha256:e136ddc28c51997cfe6fc9d0e3207891b0280e16371ef3a55086dae16a17be9b

Observation e9b3741b-ab09-439a-b72d-df98598e69b1 · outbound

This paper cites In Proceedings of the AAAI conference on artificial intelligence , Vol.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing In Proceedings of the AAAI conference on artificial intelligence , Vol

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:46:13.827105Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.605978Z digest=sha256:77aa673e4d80b276b5eb1e426d5782033805d31e123b9f899ff5bccf56934b2e

Observation 997723b7-a1a2-44ce-802c-5f9176d9cb34 · outbound

This paper cites Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8, 1 (2024), 1–32.

LightLLM: A Versatile Large Language Model for Predictive Light Sensing Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8, 1 (2024), 1–32

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:46:13.887445Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-12T16:46:13.584483Z digest=sha256:137f6b96635a004c6ea20ac8ff64854fae4aaef37734d782805ebac61595255e

Pith citing papers

No inbound Pith citation observations are available.