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Paper Citation Record · LEDGER

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning

As of 17 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2505.13419.

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

pith.paper-citation-record.v1
2505.13419 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:19:28.079779Z

measured 62 of 62 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:25:46.113408Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T08:15:33.730373Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8cba903-cbac-4d9a-b25d-5548fadf41ec · outbound

This paper cites GPT-4 Technical Report.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.732782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.732782Z digest=sha256:f1e8fedb76201f8ada5303d9e26d295e09d919abe4cd984943c20b540b42019a

Observation cdcdcb4a-b12b-41a7-adda-55d22f1cbe13 · outbound

This paper cites Qwen Technical Report.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Qwen Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.737241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.737241Z digest=sha256:a67943a8570ce625888a71819a3321ea8be4da4f5824a5601bda446e54a94648

Observation ba074d6d-466d-406c-91f4-cfe5dd93d7b5 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.741672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.741672Z digest=sha256:b2e375d2711ab51c24b8ad9b8edb9a88f1543c053b791cbfc988bbfbdbe0e526

Observation c404b4e3-74d5-40a3-a3ff-e668eeea36f7 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.839566Z

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=2026-08-15T20:19:27.745650Z digest=sha256:c764a40f75d139f4778a9049c8e376f3f3da96224bdc7bafc0d580fba557b40e

Observation ef9e30f7-54e6-4dd9-b272-ade36325ff0c · outbound

This paper cites MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.749731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.749731Z digest=sha256:df3d4770bbe34505ec284324b3fbd05ccfef7f3e84f93618b8d825a16ddf16d0

Observation 32257cf7-3983-42c3-be62-f2ca7874ba2e · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.753742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.753742Z digest=sha256:debc5e85583f61b40a0df8fd99151991ce73a28b834c3b3a5f5099b94a2b889a

Observation afffd0cf-c7c0-4f62-92e2-7acce73ff4dd · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.757956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.757956Z digest=sha256:d13990aa57857145cb81533ee1b10e618b3efee3a65119ff783eb6bb8da2a262

Observation deab1ed0-0d39-4783-a787-615a68b0403f · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.761820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.761820Z digest=sha256:cac78fdf68c4bb0ad021e64c73a4d98241b1c78f763c25dc58d8cc6dec46b6fa

Observation 3f2ac244-7efd-4eb8-bb2a-b126082091ff · outbound

This paper cites Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.765541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.765541Z digest=sha256:3f5713ec1c9d84ff8080525af94ca0ae9bcd0b81281609e30eae09c11648e8ee

Observation 5875d235-5d4e-4920-9336-f3dc234d8bf8 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Gonzalez, Ion Stoica, and Eric P

Reference 10

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unresolved
no resolver link, observed 2026-08-15T20:19:27.769642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.769642Z digest=sha256:b223d9db665adc3ff124d73e2f41d9bd48aeffd58ec62cbd92f662bd8719e8c6

Observation fa6ddfe6-aee1-47ba-a40f-3448659503a5 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.820047Z

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=2026-08-15T20:19:27.773536Z digest=sha256:abcded73929f9edc7fd8648208bf0bdf107d7f3208c0aa41448aca169fd08a61

Observation 0bce6a78-cce9-4291-8bd4-1d9d8e2c801b · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.807136Z

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=2026-08-15T20:19:27.777087Z digest=sha256:2c03279ec90df4247116fd90c683a8dddba927b79d970f56dbc0582191189298

Observation 528c5f12-3318-4c8a-bdcd-d1873994956a · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.781021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.781021Z digest=sha256:0e2ae423ca74ea422b3fd74719b2612315db3f45e9da711d7cc96c483dd65bad

Observation 22cd3c2b-c36d-4e60-bd0a-0bbfd633ad32 · outbound

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

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.785874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.785874Z digest=sha256:f438ad52adb8ddd7aa767721260bad6eaaeecdeb2521550c32f196414d764e4c

Observation a0e35cbe-24c0-48fb-9ca6-665f135e6706 · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.791041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.791041Z digest=sha256:378b15ecbcf4e08a19ce77678bccf752113dd77c174324338481edf540650958

Observation c067b5d9-8067-42b7-ab6e-92867e6f0f42 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.795480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.795480Z digest=sha256:20e210873adbf2403c541f47ba22f5bce4c001442433a218904e447f87612199

Observation 2dff02c7-b435-416c-a327-c3ab3005035f · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.778131Z

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=2026-08-15T20:19:27.799002Z digest=sha256:1824be7df0f466869ae25d5358273e53cc0b5fb3498ec20c2c01ce8178024bf5

Observation e83501a5-3c0c-4b08-b798-4aada8f1cbe0 · outbound

This paper cites Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition

Reference 18

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no resolver link, observed 2026-08-15T20:19:27.802634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.802634Z digest=sha256:a0a3b275af45599e6613e98a16de82bec4c8b636d08f4ea7a329ead187610cd8

Observation 84397ee6-21bd-4a75-801e-b798e6213777 · outbound

This paper cites ExpLLM: Towards Chain of Thought for Facial Expression Recognition.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning ExpLLM: Towards Chain of Thought for Facial Expression Recognition

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:19:28.235855Z

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=2026-08-15T20:19:27.807012Z digest=sha256:214417a06991cc088fb36b2c2f577346c7c572503d049f6e4f6a7366de00d80a

Observation e392c7d7-94ba-46d4-9c9c-0a3666a731fe · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.765082Z

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=2026-08-15T20:19:27.811073Z digest=sha256:8d060e6ab94c52ef1add7cdb6621cd32e2be84d61bb35c7a73b54af9506b5db4

Observation 7c4c47a1-cd68-4057-af20-1830d2b32e6f · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.752435Z

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=2026-08-15T20:19:27.815628Z digest=sha256:a4de502c931bd99749c428e9751afae2c3cf7b578c7f1aa8734ee54bf7e3258e

Observation 5800e775-8927-4a30-821a-228714235fc6 · outbound

This paper cites MVT: Mask Vision Transformer for Facial Expression Recognition in the wild.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning MVT: Mask Vision Transformer for Facial Expression Recognition in the wild

Reference 22

Resolution
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no resolver link, observed 2026-08-15T20:19:27.819610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.819610Z digest=sha256:f93b60680c6c069f94dc6fb4bf3ccd9cf53312af123a3a50797b6d6de3d376fd

Observation 1c44c1c2-65b2-493f-b939-e5ecacd1fe04 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.823774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.823774Z digest=sha256:e90872a5a45c704b71073113700bb76013e709eee5f95a6cd813bc5a4321e7ff

Observation c6df1cd3-bf20-4605-8199-b0ff445044b8 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.827385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.827385Z digest=sha256:1d9e47a2167e70fc3d9a573b2b40d4a2571016f2ed7b7657c7f2d71391ae0108

Observation 2ea14eef-36c2-40b1-86ef-df0755146d98 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.831229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.831229Z digest=sha256:c7dda1be1b6dddbef1a3b3a5af6b76c37fff84dce930edf3f7aa344d44022437

Observation 892d9c78-88c1-4841-80cd-b7d6bcfd8d27 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.834959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.834959Z digest=sha256:ab49f3e0adf5a09511b9c84d7379e9d83b4787de51d9e7ceb90676117bf4d725

Observation 1f21befa-89d3-4f43-8dbc-6fcbfa0402d7 · outbound

This paper cites Visual Large Language Models for Generalized and Specialized Applications.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Visual Large Language Models for Generalized and Specialized Applications

Reference 27

Resolution
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no resolver link, observed 2026-08-15T20:19:27.843518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.843518Z digest=sha256:82b183fbf04278eb81a8e83ef2a7dac41abae02161f792850a2f004ed7709085

Observation 1654753f-dfc0-479e-ae84-91d1038994c4 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.695634Z

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=2026-08-15T20:19:27.847621Z digest=sha256:f7a63095ea438cc4b083537f89089c19898f7fe60c68c1ab1d8f7cf21747c272

Observation 20191568-179d-49ac-8ec9-bcc22a2b7a36 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.851271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.851271Z digest=sha256:92d5b9e6309e412b7796f6d55d44c8d8fa9be3a38fe9f89e967e8202760001ba

Observation 0e92993a-dde6-42e7-98e2-ab167de36349 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 30

Resolution
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no resolver link, observed 2026-08-15T20:19:27.854701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.854701Z digest=sha256:2089d505f8535fbd3270c088f8285869113a108f22a4689184d5e628e8a0cd29

Observation e45eec78-5e91-4875-a588-d14548f89a39 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.666633Z

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=2026-08-15T20:19:27.858445Z digest=sha256:d00c6e2f9721d5c23ebba2c524b48416944fe2096fd91466c5d8794f9f8a58e2

Observation 321574b3-f0a9-49d3-a195-1ac5121fe183 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.866530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.866530Z digest=sha256:5040c6ba83a0718a6e90c37500add7587f2125f325f0e64c3828b25f03867120

Observation 7ff23a9b-cc46-4807-a888-2a400e7d11f1 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.633854Z

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=2026-08-15T20:19:27.982008Z digest=sha256:c94dd3f5028d5172f2d586572c646f6899023159bfdcae71e22a6bba69cfef9d

Observation 35b4ff7d-312a-4765-a4dd-ea01c2d29487 · outbound

This paper cites Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:27.985735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.985735Z digest=sha256:b7f6a731342e223cec041ecad05af4feb9dcd47638493a6ee778661e5071d181

Observation abfb8d02-7c37-4ea6-bdb2-696a964b6594 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.621991Z

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=2026-08-15T20:19:27.990093Z digest=sha256:618cb64ecc4a2eaadb641f1025cb71fbf834bba75a801ef3a28a331e96ce9a09

Observation 2d66a102-6fbc-4792-9e4b-8217e541d857 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.608332Z

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=2026-08-15T20:19:27.993904Z digest=sha256:c4a30fec952a503f15f4a1390a52798d264801a72775cd0a584bb2bc5c9d9444

Observation 19c17b77-99bf-453e-9212-d66df578c2a6 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-15T20:19:27.997414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:27.997414Z digest=sha256:807b8e8785ada3dec1087987d64da3b2b0940bfc8c3adde14ae773d7790dcaca

Observation 298a5cbb-250e-4b24-8fe4-cd763aa7dd1d · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 38

Resolution
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no resolver link, observed 2026-08-15T20:19:28.000852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.000852Z digest=sha256:cb58a7b52698ea740ca3d41cd46e75884c9ee269b3c7e799e6dd6677395667d1

Observation 2ec0babc-21b8-4574-b26d-6c4354c8b6d3 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 39

Resolution
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no resolver link, observed 2026-08-15T20:19:28.004906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.004906Z digest=sha256:7092b36e75655e6435a0b457a31dcd5ff04ea98e0ad4d071efdb1bd5eb8a454b

Observation c137bfb3-c13e-42ef-8908-a6dd44026421 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.008642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.008642Z digest=sha256:f38f29478c95c7191f4e39e5924376ef53e0bea6b97234ed18fd10c171088d58

Observation ae1b858d-79f7-455e-9931-a432d0ef8c8d · outbound

This paper cites Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.012291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.012291Z digest=sha256:01ed75f4a4a40a4c0b875e3067a0b0bfbf5764fe9e9ae39294a8521b78726862

Observation 7d333f5d-d0bb-424b-a57d-603656000d3e · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.564562Z

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=2026-08-15T20:19:28.016450Z digest=sha256:366f0049bb7e3d65fd0ee1c24e7773d8f1099e7e9a4b5a24a5d5bf31c7dbe32c

Observation 2e3c5d74-8eaa-4e1e-b604-260e699f3abc · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.551933Z

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=2026-08-15T20:19:28.020103Z digest=sha256:3f173119e808b51e450755e4a82f929c75d6da4165597820e6a3185a4621680c

Observation 05ac7829-cc29-4998-83ea-4678d4038412 · outbound

This paper cites EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.024107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.024107Z digest=sha256:d91a656ac04a15d894e8e569e3a0a80e3c2fb796cca7647d64318b4aeb5f0f5b

Observation 615eed45-70c5-4499-9ac4-977aeef48e11 · outbound

This paper cites AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.029036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.029036Z digest=sha256:7ee6fd2c2a1ca08f82f31adf00ec00967f6a71e2840a3941075eae563f07273c

Observation a794627f-8845-43a2-9142-987fbf564b68 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.539691Z

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=2026-08-15T20:19:28.033485Z digest=sha256:53fb5c9d0ff74f4f6958e0f186e1eff8403f985bf696fd4b9a859c6a6a70feb0

Observation 70ba6ae2-5160-48eb-9273-b58d830aa7ea · outbound

This paper cites EmoLLM: Multimodal Emotional Understanding Meets Large Language Models.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning EmoLLM: Multimodal Emotional Understanding Meets Large Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.037726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.037726Z digest=sha256:748d5ce319f6795fddaedd9e7c0cca7eaa7f085abcbf8b68a485262bab32dc43

Observation f2df7f58-09ef-48c9-86f5-c014a41a9319 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.522402Z

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=2026-08-15T20:19:28.042218Z digest=sha256:392a22f4e56ee64ea83aed0b8ecf5410b2abd2604045f984ef1d93cd273f3713

Observation 66eff7ac-c70c-4f41-bfa6-698667c85a38 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.510624Z

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=2026-08-15T20:19:28.050890Z digest=sha256:783df820ed70f42bde41baf990160f742a17a95f7d7df6ecfc03b18270769241

Observation 28e15970-981f-4627-bcea-36e8bcc4914f · outbound

This paper cites A Survey on Multimodal Large Language Models.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning A Survey on Multimodal Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.054574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.054574Z digest=sha256:1a9918bb8af1851868768411d3984d9f1b279a1cd751cc27f1d9d1cbe76fd707

Observation 403bedbf-ed51-47ca-88bf-0343da2b22cb · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.058535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.058535Z digest=sha256:c99ed0c4d046f5f5fc89a45f9ea68a0a641671077a0df4089d227a3f08a63c53

Observation bfc914d8-4b2e-481a-8a2a-f55962112be1 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.475456Z

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=2026-08-15T20:19:28.065694Z digest=sha256:53544360f3a9d59d2fd2fda0108361d529361ceb23e3a6ebf67b71a617ab1762

Observation 5f29f5fc-730e-43f5-b283-ea9fd83343e1 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.069122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.069122Z digest=sha256:7906b88a84af4a0a819279b58068912073fa3ec04c5d9885a2893ecc9b8326d2

Observation 07aeb256-6090-493e-9b5e-af5cdb671319 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.453780Z

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=2026-08-15T20:19:28.072661Z digest=sha256:25fe160f9f3b608f0426e1ed053ef80c161ad3431958dea050c0c60ad0df85a6

Observation 88b0a826-5049-4594-bf4c-e37651a52e63 · outbound

This paper cites InEuropean Conference on Computer Vision.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning InEuropean Conference on Computer Vision

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:19:28.488209Z

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=2026-08-15T20:19:28.062452Z digest=sha256:6b7c4e3c19ab42c4282a117c911944cf4ce641a3b6bb4f4464e7f16507f3f854

Observation 786f3830-a59f-41df-a559-99298b761335 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.079779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.079779Z digest=sha256:abef23e882f3ca1c8bb69ab6d4918916feb02057719cd2e0bdac835344ad19d2

Observation 1e32eda0-f0c3-42e0-bf1a-228a5bd47db3 · outbound

This paper cites an unresolved cited work.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:19:28.440507Z

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=2026-08-15T20:19:28.076215Z digest=sha256:1c96b974b34492f0adb77e380b4b30f84659465f45a2c4fa5abd4d07e0afe147

Observation e6414c4f-fc7e-4563-a942-ce316f6141da · outbound

This paper cites InProceedings of the IEEE/CVF conference on computer vision and pattern recognition.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning InProceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:19:28.654256Z

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=2026-08-15T20:19:27.862198Z digest=sha256:3fc88691e356afeed55e4fb759c71be2c7d5985532b968ceac82960269ac1e15

Observation 9e46ce58-eec5-4ac4-9243-b6d4df0c23fa · outbound

This paper cites Dense Connector for MLLMs.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Dense Connector for MLLMs

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T20:19:28.046453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:19:28.046453Z digest=sha256:3f0371c137b1b7290dc2e16a9e1dff3123c0913e59cf456ad6ed859268073010

Observation 360252ef-6346-4bf4-8e20-08c46a1931eb · outbound

This paper cites InEuropean Conference on Computer Vision.

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning InEuropean Conference on Computer Vision

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:19:28.709124Z

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=2026-08-15T20:19:27.839584Z digest=sha256:83047959401f6f6d1894260b105579fc90bc863653bc6f24a37aaab2df64cdde

Pith citing papers

Observation 6cf53597-60b2-4fcc-9220-84b9074dd751 · inbound

UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries cites this paper.

UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-25T08:15:33.733202Z

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=2026-05-25T08:14:28.540629Z digest=sha256:18022507359d3c998bb136a6111fa0b73be0aa39ee0483576857b5a486d99ed2

Observation 4f33c7b4-47c4-49a1-9651-843130d3c70d · inbound

CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation cites this paper.

CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T04:25:46.113408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T04:25:46.113408Z digest=sha256:78ba1db5d317216ca86a437375b06c72604cbafdc2f41b85cdc0d200da8e33e2