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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 16 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 2026-08-16T06:30:59.297886+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=sha256:602c159cb32dc1cd6185b6f032a9150634c623a6305ce1831b6e12e9feba3d71

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.745650Z digest=sha256:9249b0f6f700c1deed731187daefa759ec9b4905eb6630931259b6286213b836

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.773536Z digest=sha256:538d5060be32b7912095ce0c7914e5cd582bebced833307ad98b563f729a270f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.777087Z digest=sha256:0051c5c72821458893d54e6acc5928773d87db383d798894623609fce195cbf4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.799002Z digest=sha256:856ea680b4616e66f3d8cdc146bdfeefd1ac4ce4b4b8ea947d0cfcbe7153d297

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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unresolved
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.807012Z digest=sha256:321bf0ea0718b2ccee5ee3da66fbae0e8708d4686d457903aae084f39867a3b1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.811073Z digest=sha256:930c21f6edcbd4ffcc90ab5af4d60ec5d169c0586beca96ebd86c9cb7e329a37

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.815628Z digest=sha256:db147598e20c7b307db024c7be0ca61e93bc1a30c2efb355515dad3b510d9a5b

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=sha256:9fed0155c106d372e7e4e491865ad7220b24f1a31ef272b04502dfae710ff6ea

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
unresolved
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.847621Z digest=sha256:aac99282e548936598df5b020a05bb667d4dceb09f48a4bc8d41157ea73eb703

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.858445Z digest=sha256:25e3536d7a74cfbcfa28086e1610f53f908f929a462fe0c5afec375a885b7ad8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.982008Z digest=sha256:c09ed86a2453121886269bf4da8b951f3ff134495273fbba1743d532e67f76ba

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:c9eb81a91b4abb50ee56436b4933e5ec039543d83295acf868a9b3ffb4ee8543

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.990093Z digest=sha256:5f29f54f46a14ad9195682235257fdb69a77c76d380dd4a61e813cc2625d671f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.993904Z digest=sha256:24dde53c6b50ee2a9e721b75f0b911ecdc3560ccea2caf503e4a75c4dbd98ae8

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

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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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.016450Z digest=sha256:eea3ce4ae30e5451cdd27a3126fb0895be5907d254d74257fd739e367324265d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.020103Z digest=sha256:228f872c471650811b4eac18882bf5aea61cb081e3e2d8e62fdb6746e151a1f1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.033485Z digest=sha256:3081761b61959f0b72458b501964a1917dbe922d33404a18a4b571ec9f722249

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.042218Z digest=sha256:284e59b9e859c69068db3ea6c9077aa641e9d21e2a972c6b71b6dde466ca2ccc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.050890Z digest=sha256:baf2e811a3613ba64991dd5a02748defaf234852e527b41ce6ac856843c96e81

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.065694Z digest=sha256:90b4a8e3ad17a884fd143ca4aa10fc4b3375905eac50c4736cf0609776aafe6d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.072661Z digest=sha256:6cc77e5336b19ef83a4a3736160ce8a616fb6496ce3ea3926dc2428a76ffc52c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.062452Z digest=sha256:85c2cd0d2296038c815600087b50a246060af6171653f8bd9658964a228db43f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:28.076215Z digest=sha256:a681b69e949aaafa4649bea55af0c4ba6fd2fabe7d8602fdfa00afaa101db787

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.862198Z digest=sha256:5a11a6eadd0cc770ce612b278ef1eee9bb6d432d95df4b2ffeb821638c3e84db

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:a9f3cfc50bbdcbf577e93abff6b440a456514abd52f725254f2df776b91592ba

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:19:27.839584Z digest=sha256:62a07337978a84e47acfde65d9c06daf989056500c978e9dc878e4014f24e23e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-25T08:14:28.540629Z digest=sha256:10c0f993c799b249a7111641c3dd536c373264e116e08dd8339711d1c7891449

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