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Paper Citation Record · LEDGER

LightLLM: A Versatile Large Language Model for Predictive Light Sensing

As of 13 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.363646Z digest=sha256:8ef87119728f6e6e940a9657a74ec7b65cf411318958bf8481239776d5ce6767

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=sha256:38304bc0c2b6b9c27c6f3bea274fcfebfaf74c0169ad5ae547e19f8ec3eddea7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.375289Z digest=sha256:6b9374f176560a896a83861e4553f0b0a7bcaeaafc83cb47756d12e284403d92

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.379786Z digest=sha256:b228da17ec43cb1c5a5601493989923b1558f4c293e624724ff8b7aeeed3b75d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.384383Z digest=sha256:5669a161b01122e1633f11f159d54e2645212c3242b73d83fe8331246788091c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.388847Z digest=sha256:2cfb0d9671d656aceb6f0666e2ca97e65bf70388c4ace90537b8217a40f085bf

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.393703Z digest=sha256:365d85bf77da217f3d20213de814777812c676fd57b7d1a1686a294783d3f052

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.398308Z digest=sha256:a221a3ba964afdc95bb0da885d51c4ed7445ef9790893c61a809b87318fac42a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.402504Z digest=sha256:fa731285eab8dbd78ee3e5c60c5822c005af1acea19b42abee0f66776c422bff

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=sha256:82d8366d72e0b9e598967b0d5ef0b77fd906be95cdd2988ec4f54b91fc8a0291

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:d66eefe744bb212abdf638500be364be2b900b3998c61feca9bcf93788eea49c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.416108Z digest=sha256:ca2bac4d7c80cb745ed65e19a4c8b6466f89c538fec31f50b557d2d7361fd64e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.420563Z digest=sha256:577897725530c6e098c81583f7063778362b157a906e1099fe5125f576daf179

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=sha256:7ce423382d240f9acf99b63484f3b1a7cef8a855b2634a187006c98910c3be6a

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=sha256:7232046e13e15dc15fa4b13024d16b2c38e5c3b9ee84a993d5150534ba0737e7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.432832Z digest=sha256:626101f6a238d6af8c5ee29003915c96e6174e346565cfbe56ebf5bef718435d

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=sha256:178eeb102e851d914e34a07c9dc02dafe19b480352e3baf8a0e3dfc4dbc1cf78

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.441633Z digest=sha256:d3e51e586dbc403c48bc1b81fdc112bc7e0f5e6308fdd37b06be4d5cd3c26470

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.445856Z digest=sha256:f0014f41d71a619377cd2afedd532c5c2ba53dd2b697f6df354dd9d58b9b976c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.450126Z digest=sha256:81f364ec2c25517faf53462a0872dce3b25b5b9417a90fc14c2d69c320480c58

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.454560Z digest=sha256:40dcaae399bb7fa8925db583aeac30a8550a823ecde37b703c239b82b39fe0c3

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=sha256:659037a3ef7f24b3d24e343ba61d168622d21f636c6a8f1bb6761b6714eef508

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=sha256:71e3f79eec83a5c25d4fb885a03cb4e78e7ed6df80fdd12f55d2cf6b840011af

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.467797Z digest=sha256:1e36accd5302db6cac3f4849374433a0ca3fd5c5a341812ea4832368d265522c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.471959Z digest=sha256:689e2aafae9eb6a25cdbfa914ca1f702055eaa85a40b48b0401eb7730ae40353

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=sha256:6ad7825d365cd655af5651a0cad6ef75161d00989bb51f63817ecb4f21c8785f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.480222Z digest=sha256:a7063564286f3fbec3de2e9792fbe48912a303cb213e4a6bbd4ce611b2760237

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=sha256:220a562af570d76cf044ca61def2cec135a6d6a8357f7e54a4324455a8177f71

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.488288Z digest=sha256:eab81ee2b3b0c5ea49defb8d6736c79ce9b8f9b67308607d484d47a6905a25ce

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.492369Z digest=sha256:201ad7dcdce99585e2d7dddb6d453da3e383ee70b9234aca44914a1638fab39d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.496362Z digest=sha256:98363b89442638fda3db3e5f27cdbdca0ddd47ebd0a0f73e09cf74b793154d99

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.500257Z digest=sha256:bc8028ecbb45a9272bd48d664e64a47a84a6bd51179642151f2d27de4ea906ea

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.504101Z digest=sha256:32e53352c074297edd48033a47896f80c69b2904b048c94b5c829a039ecb55f1

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.508133Z digest=sha256:cddbba26864b8b1b9b0f7e33622984fdf36388d267385606b2ff04390b465a3d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.512142Z digest=sha256:a76b21f0ef2dfe522da40526e024dde4a09a6e1e1d81d54ebfce72ff8d2e6f2a

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=sha256:975c04c7566d401b36e48a38497465452ad8d6920c2bdab1ce73f77aa883c383

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=sha256:555f694c8a0f308afc38894e97ac3ee7092d491ce671987457b1872eee196cc4

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:f591fa3df3162fe80da54bc9f3f57f0653654a625b09376ba0f13ad74732f69b

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

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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:d17516c9f0fd5a4ca787ccc6daf0a3d82388f154c6f41002f6ff339260607c62

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=sha256:8dab430af049e0e449dc484f89fdb695ed4719cf6c0353e85f0ac30c50c53553

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

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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=sha256:8017adc34023ba7d66c80f69e5c9d7247dae4f0b904887c8f620e903a180632f

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:a45d3e57236e00ebb356c923c24392b12c48fb81d8391d665e496dfdafd833fa

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 2026-08-12T06:34:41.77262+00:00.

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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 2026-08-12T06:34:41.77262+00:00.

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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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.554988Z digest=sha256:a8392231c0c3bb957f67b88a9480e0ef3497984170da2b823a0c27428c466cd9

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

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T16:46:13.559074Z digest=sha256:b28331a33aaf7fb486b5e70831efaca008efb3bb01c610f528c0bd29483e8cd1

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=sha256:19aca06073deaf4c0879995f27c87698e5ec05b4190d4b832b88092453e005d5

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

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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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.567106Z digest=sha256:62c76c623d71a30272e331f02653d92cc9ece440930a40685f4a1ed77ff74b00

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.571143Z digest=sha256:58cd7462ca875ec309187fccf9ad8b1e5aa46142798ab59b6528fd2d15490305

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:46:13.575173Z digest=sha256:91519b6aed8de5f043b77aba1b2491b6bdadcefeedce1fc5e4937615971db9fe

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

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source=pdf_text observed=2026-08-12T16:46:13.580114Z digest=sha256:0917b32d19645164ba7dde7df5ab5635a678bfb773d101e18d675ddef4e08bac

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:d293f9e81137cf300f208ff2185d85e5313d078e92913033e34432ca61be6844

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.593499Z digest=sha256:cffbc89e385e2005a4c97fc1c2d2a4cab4f8b679f5064a7224b2a58e34e7c7d8

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.597610Z digest=sha256:8b3a78b5d12eb134d08f832b57b35f22d8ec745f161224b98702e9e54ae15a1e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.601669Z digest=sha256:2614da60fe35253312574f961ccde0425470ca6fe995398179d0f3cc8d798b38

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.610327Z digest=sha256:2b4e541c59c5e3389cd3f7bb3148a013a967069700603fd9c2d74b975945753b

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

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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=sha256:1a8b0f16acdd17f7087a38479c90dfa3df2c3d260b15d086e89c447267fb9675

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.605978Z digest=sha256:9bdc515a30d6c04f70752b533233d881614e017f2728b176be0c9f4b95c136e9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:46:13.584483Z digest=sha256:67720b5e878eadab89e82c5f4f9eabf3aeeccacf87e30c095c21b1149915543a

Pith citing papers

No inbound Pith citation observations are available.