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Paper Citation Record · LEDGER

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection

As of 7 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 1 inbound Pith citation observation for arXiv:2508.04415.

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

pith.paper-citation-record.v1
2508.04415 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:03:36.497889Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:04:24.652863Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:04:24.682646Z

Reference resolution

100 of 103 outbound references displayed

  • verified exact0
  • verified fuzzy30
  • unresolved70
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b246d57-8e85-41fe-b996-e9215b6f7874 · outbound

This paper cites Qwen2.5-VL Technical Report.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Qwen2.5-VL Technical Report

Reference 1

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Observation 3f889f7b-d91b-425f-8b86-ed845a75a3c7 · outbound

This paper cites UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

Reference 2

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source=pdf_text observed=2026-08-06T00:03:26.458134Z digest=sha256:f5c03fc296411a48b7391625876f187948ec1bad5f9104de8ce3273d9ae0068c

Observation 50b612f2-6f4e-4f4d-b273-6ace6548816b · outbound

This paper cites AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark

Reference 3

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source=pdf_text observed=2026-08-06T00:03:26.518534Z digest=sha256:a3a31168dd8638a507a12d8a47aee01ed6404d660f8f03da2210f02c945613d6

Observation cca6d1c4-3309-401c-9d11-298d438ce733 · outbound

This paper cites Distributed deep learning model for intelli- gent video surveillance systems with edge computing.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Distributed deep learning model for intelli- gent video surveillance systems with edge computing

Reference 4

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source=pdf_text observed=2026-08-06T00:03:26.611838Z digest=sha256:7bd07afcffbf8d9140df2a822f3fe7afbe69d07bf235ed8e4a25aca2121f3e8f

Observation 8ec07ece-6393-45b0-af6e-cea435566dd8 · outbound

This paper cites Rextime: A benchmark suite for reasoning-across-time in videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Rextime: A benchmark suite for reasoning-across-time in videos

Reference 5

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source=pdf_text observed=2026-08-06T00:03:26.702909Z digest=sha256:0d9d2530bc0c2dd6bd7fb0592f9954d475ca7a2f679cdae78a26f6b12dcc0c05

Observation 06d2e4d4-1c0d-403a-b506-736909de8481 · outbound

This paper cites Scaling rl to long videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Scaling rl to long videos

Reference 6

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source=pdf_text observed=2026-08-06T00:03:26.803182Z digest=sha256:eb7f2a00fb340da766b1bafbaaa31adaed8c16e997882cafb9ccc3ae67a3ac2f

Observation ababd2b1-c8f0-43e1-919b-49813429dbf7 · outbound

This paper cites Longvila: Scaling long-context visual lan- guage models for long videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Longvila: Scaling long-context visual lan- guage models for long videos

Reference 7

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source=pdf_text observed=2026-08-06T00:03:26.936823Z digest=sha256:25cf6e811648f8ad095cd4296fc1e6a2eb39549e1ef42f488524fc25bc08825b

Observation 6bf87e55-d6d2-4068-828b-b86d757b9ba5 · outbound

This paper cites Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?

Reference 8

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source=pdf_text observed=2026-08-06T00:03:27.023364Z digest=sha256:86bfacfd62551df1147c53e9b0f837d4d7f0337b24a86b335f2235e0a9d3d5b5

Observation d6852c4b-df4a-4e82-a9bf-aad3f9d43dbd · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 9

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source=pdf_text observed=2026-08-06T00:03:27.135361Z digest=sha256:a5a56255e08d9f64082f2b67cd8305075d137454344833192a8dd815a829cba5

Observation 0b460767-8a07-4bcc-a9d0-fbc574286e76 · outbound

This paper cites Motionlcm: Real-time controllable motion generation via latent consistency model.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Motionlcm: Real-time controllable motion generation via latent consistency model

Reference 10

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source=pdf_text observed=2026-08-06T00:03:27.251635Z digest=sha256:ad4bad67314b2f748c6151330f9950264655217b6921bac783e4e13e1fd379a8

Observation 864a69ac-1c86-4cd8-88bc-7be50e4a7571 · outbound

This paper cites Video-of-thought: Step-by-step video reasoning from perception to cognition.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video-of-thought: Step-by-step video reasoning from perception to cognition

Reference 11

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source=pdf_text observed=2026-08-06T00:03:27.391592Z digest=sha256:ad6d193c89e57dd1e808537f1559831c79deb57ae8346345b7aab93a2e56d2e1

Observation 6d840638-2644-406a-aa7c-7efa5cbb11e7 · outbound

This paper cites ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Reference 12

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source=pdf_text observed=2026-08-06T00:03:27.471311Z digest=sha256:34822d11a10dbee668e9b236a66326d6cf9a23f43d0434c7c3d2111837d7f29c

Observation da924011-ddbc-4552-9049-a48fc7a8304e · outbound

This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video-R1: Reinforcing Video Reasoning in MLLMs

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:27.573575Z digest=sha256:75d1c91f328dc9e7fa0c521194b2f4720a08a9a9aa870d6381e33bfedccdbb0b

Observation 5a972427-8763-4cd3-b9ad-1d4d21950d32 · outbound

This paper cites Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis

Reference 14

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source=pdf_text observed=2026-08-06T00:03:27.657997Z digest=sha256:bd27325db4817c975e762a238bf55bb1d483e9d0b453688d8644ec6afcbbdafc

Observation cbc72a80-308f-4e3c-b271-e62f4bef7e53 · outbound

This paper cites ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding

Reference 15

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source=pdf_text observed=2026-08-06T00:03:27.768763Z digest=sha256:681ca6ad5fcbba28185e8a0f479f31e43572883f11a46423e6f000d6eb635d9e

Observation 434b3302-a917-41f0-b3dd-190e5db96a30 · outbound

This paper cites Mist: Multi-modal iterative spatial- temporal transformer for long-form video question answer- ing.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Mist: Multi-modal iterative spatial- temporal transformer for long-form video question answer- ing

Reference 16

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source=pdf_text observed=2026-08-06T00:03:27.843756Z digest=sha256:d0dbc319baf0e56aab2fda9c706a8c76e2414423a6acbaff49dd790538a946be

Observation 54aefa76-0d4c-43ba-b419-9b450a8ea17b · outbound

This paper cites Tall: Temporal activity localization via language query.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Tall: Temporal activity localization via language query

Reference 17

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source=pdf_text observed=2026-08-06T00:03:27.939015Z digest=sha256:37776709dba5862020e09693e25510db0024c342e573b9e0d831fe5dd405408d

Observation d82c0732-c3fe-44a9-bd50-e5bb579ddea6 · outbound

This paper cites ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts

Reference 18

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source=pdf_text observed=2026-08-06T00:03:28.047281Z digest=sha256:14dbb7026a402fa6bc54dadce2703512d78abfa58318eafa5da16c99f288af09

Observation 73fc2fd2-e471-4639-a922-b79fa7fe00cd · outbound

This paper cites Context-guided spatio-temporal video grounding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Context-guided spatio-temporal video grounding

Reference 19

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source=pdf_text observed=2026-08-06T00:03:28.164004Z digest=sha256:4da1859014ec949c079db088047d6e76479fcdcd78bac53aba3767547d8107b7

Observation 7a349ade-3355-49cb-97ee-a114aedd7171 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 20

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source=pdf_text observed=2026-08-06T00:03:28.300684Z digest=sha256:f08804bbaa70194fd45942ccc377c3ef5f55d1aacc5ce5012f2ee060756d7904

Observation bded1607-142d-45c4-9a9f-8a344c5146d1 · outbound

This paper cites Roomtour3d: Geometry-aware video- instruction tuning for embodied navigation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Roomtour3d: Geometry-aware video- instruction tuning for embodied navigation

Reference 21

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source=pdf_text observed=2026-08-06T00:03:28.398990Z digest=sha256:c88ab92728946f36d133896512a1c78fefbaa741d91f1c32df1ae20f5793e96c

Observation e68612c6-b234-4981-bd6e-2b08fceb3a14 · outbound

This paper cites Revisionllm: Recursive vision-language model for temporal grounding in hour-long videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Revisionllm: Recursive vision-language model for temporal grounding in hour-long videos

Reference 22

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source=pdf_text observed=2026-08-06T00:03:28.479188Z digest=sha256:f42ebefbbc6ab987b61c52f03287da10e9ea2ea23b995919305a8a25a4109086

Observation c065374a-377c-4e5b-a88d-b50a1297604a · outbound

This paper cites Vlab: Enhancing video language pre-training by fea- ture adapting and blending.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vlab: Enhancing video language pre-training by fea- ture adapting and blending

Reference 23

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source=pdf_text observed=2026-08-06T00:03:28.565096Z digest=sha256:41be1cdf3790f764c87437ce1d880a697c2f3c0591763d71b9b7b8b91c61377e

Observation dc331370-fca2-4f22-95be-38d86ae9cd9d · outbound

This paper cites Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 24

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source=pdf_text observed=2026-08-06T00:03:28.623907Z digest=sha256:28e87a0bc1d104f639f894f61d30350b4c76e8237ef17cbca97869f4390324d6

Observation c8f25acd-8f05-46b0-809e-14a33a3de0c5 · outbound

This paper cites Vi- sual sketchpad: Sketching as a visual chain of thought for multimodal language models.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vi- sual sketchpad: Sketching as a visual chain of thought for multimodal language models

Reference 25

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source=pdf_text observed=2026-08-06T00:03:28.677188Z digest=sha256:102fd437bf2213c43b9b03376336df16407a4653a922922f5358251f881cc9d2

Observation 314a1482-f0de-4ec4-9958-312ec58162ec · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 26

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source=pdf_text observed=2026-08-06T00:03:28.767316Z digest=sha256:0461d9420c64944e6b857200c4cb1606e0a617669ee989cf0290a78d89624c04

Observation 7e1d581c-02d1-4f45-9d39-ead1803c19dc · outbound

This paper cites Real-time video recommendation ex- ploration.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Real-time video recommendation ex- ploration

Reference 27

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source=pdf_text observed=2026-08-06T00:03:28.852136Z digest=sha256:7e689a3df8b87ba48abbfb34895e5c3c12db9e3710fa334146806da90e845d27

Observation 6a815e8a-0c98-4855-8c43-e805202f3679 · outbound

This paper cites GPT-4o System Card.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection GPT-4o System Card

Reference 28

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source=pdf_text observed=2026-08-06T00:03:28.977289Z digest=sha256:b2be750a9a3ef944ec4ddaaf9c3ac1b534e06a67ea30b254048a64300157576c

Observation e2bcea24-94c8-42a9-a29f-737f58fa2ec2 · outbound

This paper cites OpenAI o1 System Card.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection OpenAI o1 System Card

Reference 29

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source=pdf_text observed=2026-08-06T00:03:29.046526Z digest=sha256:05de818a371561448e18296f6e574aab94f7a0fbe5fb1f1922e22ebe9a44c32a

Observation a4448e44-6f75-470a-8633-684d8d72990e · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 30

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source=pdf_text observed=2026-08-06T00:03:29.110569Z digest=sha256:d0af7d6eaf98e47e9ce9a7bef4c8a46e2278e0fa3287bf0506af45284860a690

Observation c57cb7d1-6694-4afd-946a-d456972827ad · outbound

This paper cites Dense-captioning events in videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Dense-captioning events in videos

Reference 31

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source=pdf_text observed=2026-08-06T00:03:29.221641Z digest=sha256:3c160d40d656a23d2d04103413c9c62dbadec1567765aade10728186142b26ba

Observation 2178a365-6423-423f-b476-0da63a064e54 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Gonzalez, Hao Zhang, and Ion Stoica

Reference 32

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source=pdf_text observed=2026-08-06T00:03:29.330526Z digest=sha256:ee78ea8646899f5132b8e5b53696400fbb17dbbe6be6637cd4c0cbd08cc750cf

Observation 950de358-0b06-403e-b97a-5a769be9c329 · outbound

This paper cites Large-scale content- only video recommendation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Large-scale content- only video recommendation

Reference 33

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source=pdf_text observed=2026-08-06T00:03:29.415707Z digest=sha256:5ece2cf2433e4247f79c914bb249cc6598474e6139150ef4a642b31a7d89808b

Observation 7e5c71d8-29f8-486b-8ff5-0831ee186078 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection LLaVA-OneVision: Easy Visual Task Transfer

Reference 34

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source=pdf_text observed=2026-08-06T00:03:29.494030Z digest=sha256:192e7f4f07f02c2123358be2ee2f612eac3d85f30ee1100ccc855aebb7dbfda7

Observation d7543e66-8223-4a91-b511-9d87a214f0f5 · outbound

This paper cites Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Reference 35

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source=pdf_text observed=2026-08-06T00:03:29.578729Z digest=sha256:18caeea1c2d3733bed341f584ce606c642cb086d1cfbc3d3cfab4a7c1da199bb

Observation 9c017e1d-7661-4995-8959-7dde9510e8d6 · outbound

This paper cites START: Self-taught Reasoner with Tools.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection START: Self-taught Reasoner with Tools

Reference 36

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source=pdf_text observed=2026-08-06T00:03:29.656820Z digest=sha256:2f40befa76437012c3eb8e87e539e2b6b9ac0d00004d09f3119555a2aaa8f948

Observation fa370739-8515-4e13-990a-348eb4c44fca · outbound

This paper cites Dyfo: A training-free dynamic focus visual search for enhancing lmms in fine-grained visual understanding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Dyfo: A training-free dynamic focus visual search for enhancing lmms in fine-grained visual understanding

Reference 37

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source=pdf_text observed=2026-08-06T00:03:29.721764Z digest=sha256:35a9159bd1b2d8c55541896f93cbe4e3d44e2afcb7359ff6af3b5509cd062045

Observation c2f4e65e-d940-42b8-8d43-1f68641fb498 · outbound

This paper cites Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency

Reference 38

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source=pdf_text observed=2026-08-06T00:03:29.800596Z digest=sha256:ad6dd92c59f03c6eaf2ca812c9b64f6507a9c825bb31da11de406ffab3de6633

Observation 1b5c0a99-8510-4849-bb84-3a0c4d6132a3 · outbound

This paper cites VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning

Reference 39

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source=pdf_text observed=2026-08-06T00:03:29.917252Z digest=sha256:9af315d9433b45fac1d758b5f1a6e600bd921cf4048adbfe72040a9e84489b55

Observation 7a0b5e96-f4a5-4364-a336-25872a9514fc · outbound

This paper cites ToRL: Scaling Tool-Integrated RL.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection ToRL: Scaling Tool-Integrated RL

Reference 40

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source=pdf_text observed=2026-08-06T00:03:29.999533Z digest=sha256:c7254dd583a0d01298b74260d311de90f4fe5684593adf90595e5565f5708fb4

Observation bf7e2cd9-aef2-4d99-a7ce-1ccba79dad7f · outbound

This paper cites Llama-vid: An image is worth 2 tokens in large language models.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Llama-vid: An image is worth 2 tokens in large language models

Reference 41

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source=pdf_text observed=2026-08-06T00:03:30.053900Z digest=sha256:1956f45f9b483a3ad84315887ca5c4fb30a480caac6c03a1ab8924c36a0e8ce0

Observation 39cb8d48-7c53-45d9-9694-ea1f677194d6 · outbound

This paper cites Evolvenav: Self-improving embodied reasoning for llm-based vision-language navigation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Evolvenav: Self-improving embodied reasoning for llm-based vision-language navigation

Reference 42

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source=pdf_text observed=2026-08-06T00:03:30.178847Z digest=sha256:0d75ef874c1f03139344985a475211c325cf66d7acaf1d79c2cd511e3899d8ca

Observation 94d56316-318a-4a4b-b45c-4145eca7b6cb · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Rouge: A package for automatic evaluation of summaries

Reference 43

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source=pdf_text observed=2026-08-06T00:03:30.292810Z digest=sha256:cdb10b47ba2caea618cae8107d44ff168367cfafcefe088960de9d24b68a579b

Observation 22844e5f-54cd-40e0-9134-4605e29ccab5 · outbound

This paper cites Plan, posture and go: Towards open-vocabulary text-to-motion generation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Plan, posture and go: Towards open-vocabulary text-to-motion generation

Reference 44

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source=pdf_text observed=2026-08-06T00:03:30.378344Z digest=sha256:bb4bf4b29570050baa3bf002dc065aa8b151cc5635b02ee5aa03dc365aef4e65

Observation a232a9fe-e5fd-40d8-a5c3-5eb3f471910b · outbound

This paper cites Llava-plus: Learning to use tools for creating multi- modal agents.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Llava-plus: Learning to use tools for creating multi- modal agents

Reference 45

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source=pdf_text observed=2026-08-06T00:03:30.492160Z digest=sha256:12d2caf4ee102e478293022bc8d966b0de3dc60a2c42bda8003d1c4c6b98925d

Observation 4c4d0239-e736-4a6d-8c11-512e8d578bbe · outbound

This paper cites Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Reference 46

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source=pdf_text observed=2026-08-06T00:03:30.577997Z digest=sha256:e480156ff95f02e8a68f41267dc4d0ae9e86030d2406dfc124a32d973b0bb7e0

Observation 6f328909-5729-4cbb-8ada-b4e19a0183cb · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 47

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source=pdf_text observed=2026-08-06T00:03:30.688610Z digest=sha256:4c888ac77fa97238dc0f5e8be73a3383340f662c3b102654a6183b81853812a8

Observation b9d33b75-50bb-4b76-9f23-06b822bd3e93 · outbound

This paper cites Decoupled Weight Decay Regularization.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Decoupled Weight Decay Regularization

Reference 48

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source=pdf_text observed=2026-08-06T00:03:30.799579Z digest=sha256:43de2ebbb8038e1ce6616eab0430a26ebf5e09316c55547fb83fed88b933c254

Observation f1f17f7a-af19-4693-886b-d30c7b01507a · outbound

This paper cites Vista-llama: Reducing hallucination in video language models via equal distance to visual tokens.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vista-llama: Reducing hallucination in video language models via equal distance to visual tokens

Reference 49

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source=pdf_text observed=2026-08-06T00:03:30.868797Z digest=sha256:5a415ca1c2a22893b966f5a7cac747ef1096279eb913087fde8c7c436a9c39ca

Observation 43465722-7614-43f9-bf47-46a0e34b3fef · outbound

This paper cites Slowfocus: Enhancing fine-grained temporal understanding in video llm.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Slowfocus: Enhancing fine-grained temporal understanding in video llm

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:45.754408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:30.967378Z digest=sha256:2017831e138239253f785ac6d9ae7df0082ca8df1a8b4882691eb08f83bb7706

Observation 9d530bbd-1b98-4508-95db-7d47e6967d89 · outbound

This paper cites Thinking with images.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Thinking with images

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:45.501315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:31.063773Z digest=sha256:5e9adf134bb848633e0624ca8a7f0428ea1eb62b49970bddba694598e8e69066

Observation 6a8929f0-a03c-4cc2-bccd-15df9c55f6cf · outbound

This paper cites Deepvideo-r1: Video reinforcement fine- tuning via difficulty-aware regressive grpo.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Deepvideo-r1: Video reinforcement fine- tuning via difficulty-aware regressive grpo

Reference 52

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source=pdf_text observed=2026-08-06T00:03:31.150687Z digest=sha256:78c2e84abafc00252dd6d2e3aa495aa3c3b8e61523be83a6b7eda343c3cef5b5

Observation 35b47514-d70e-43b1-874c-b9f81419c720 · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 53

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source=pdf_text observed=2026-08-06T00:03:31.254294Z digest=sha256:fe34928e88dc91f536ce44d93127536625fa4ddf6b1b5ba143f7026d3d8dc4ca

Observation e2202ed7-56a4-4e24-b511-601fe3c97091 · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 54

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source=pdf_text observed=2026-08-06T00:03:31.357707Z digest=sha256:377a1d6c737540f652a03a8716488bfe40899eb75243872ed028a0b9bb0012a3

Observation f0ebfdfa-13fe-4d2f-9e29-bacb07e12502 · outbound

This paper cites Accurate and fast compressed video captioning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Accurate and fast compressed video captioning

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:45.252658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:31.487019Z digest=sha256:ea90169afb6154e6153d247057f659d945ae34850ea495673061462c923bbdae

Observation 2f743176-bf79-4b92-a007-4dff1a942d98 · outbound

This paper cites Hybridflow: A flexible and efficient rlhf frame- work.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Hybridflow: A flexible and efficient rlhf frame- work

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:45.010522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:31.575088Z digest=sha256:ca265c7158a68ec65499f3f9709e1652bdff27a4dbc15cc2ac25d4480701ca3e

Observation fe78ed46-a944-479d-bd4e-322575a892ea · outbound

This paper cites Enhanc- ing video-llm reasoning via agent-of-thoughts distillation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Enhanc- ing video-llm reasoning via agent-of-thoughts distillation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:44.733388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:31.663824Z digest=sha256:fa103df68056c13436632fc30b5b1926c88e40956df03f8c4e3526272cdac5e5

Observation 9f14c629-9527-4c48-832b-e6f3f61259f6 · outbound

This paper cites Moviechat: From dense token to sparse memory for long video understanding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Moviechat: From dense token to sparse memory for long video understanding

Reference 58

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source=pdf_text observed=2026-08-06T00:03:31.770725Z digest=sha256:5ce7b999b23098bc6fbbbf554d7efe8d708cd14af4a4cf7b17406a1ac2a3eb92

Observation 19d89040-e036-4c11-b5e2-36f39069d862 · outbound

This paper cites OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Reference 59

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source=pdf_text observed=2026-08-06T00:03:31.868637Z digest=sha256:a1bf97b17fb72aaf46d95a00c73dbb98381707a930040151efce28d505900d68

Observation 9ea21df7-a940-42c5-88cf-9631064b861e · outbound

This paper cites Visual agents as fast and slow thinkers.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Visual agents as fast and slow thinkers

Reference 60

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verified fuzzy
raw_fallback, observed 2026-08-06T00:03:44.582679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:31.987667Z digest=sha256:ffb6fd1ac5dafad57bfd4e39df6030ed8b5a740e9820f783e36d26896b86c075

Observation 2de3b47a-451b-494d-a62a-d843fbe95895 · outbound

This paper cites Kimi k2: Open agen- tic intelligence, 2025.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Kimi k2: Open agen- tic intelligence, 2025

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-06T00:03:44.421651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:32.123612Z digest=sha256:1ee9b7073dbf4e35f07e4b417d43304af23fe6519c74dd96e7ae0be09e8cef66

Observation 4cfd09a2-3888-46d8-95b0-323d0fd78c58 · outbound

This paper cites Kimi-VL Technical Report.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Kimi-VL Technical Report

Reference 62

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source=pdf_text observed=2026-08-06T00:03:32.227457Z digest=sha256:2dbcc06eaf8de9112c1b5dd779710063b7c180d7af4907400557bb28666ca6db

Observation c784aa37-b1ec-47ec-b4c2-37215622e784 · outbound

This paper cites Vidi: Large Multimodal Models for Video Understanding and Editing.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vidi: Large Multimodal Models for Video Understanding and Editing

Reference 63

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source=pdf_text observed=2026-08-06T00:03:32.341621Z digest=sha256:24e14f5b4022f7ba496cc4772cb03bac9c4acb150c47d2df7a571fc79e86fa33

Observation 54eaa5fd-3c18-4c67-b41d-eb3d17fa1fce · outbound

This paper cites Hermes 3 Technical Report.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Hermes 3 Technical Report

Reference 64

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source=pdf_text observed=2026-08-06T00:03:32.438191Z digest=sha256:ce45e3ebba0806573a59b3acea29aa0f3590f35fa5f2a18c2b078021bf5a00df

Observation 1550c701-4802-426d-9a5d-71492ace7b8e · outbound

This paper cites Video surveil- lance systems-current status and future trends.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Video surveil- lance systems-current status and future trends

Reference 65

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verified fuzzy
raw_fallback, observed 2026-08-06T00:03:44.276262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:32.548165Z digest=sha256:3521d2f5f250126b52941a96a23ef1b5e8955da1002ecf947c00738c1c3cc783

Observation 1ec5fe87-6bea-4127-a5eb-d4c4a04c95a6 · outbound

This paper cites Traceable evidence enhanced vi- sual grounded reasoning: Evaluation and methodology.arXiv preprint arXiv:2507.07999, 2025.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Traceable evidence enhanced vi- sual grounded reasoning: Evaluation and methodology.arXiv preprint arXiv:2507.07999, 2025

Reference 66

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source=pdf_text observed=2026-08-06T00:03:32.659898Z digest=sha256:6dff3ea6706e9df31561de1c24d4fc3feed2f390ed43b556f27706c1dd0aa355

Observation dfdb48a3-d032-4c91-a646-c59482180f86 · outbound

This paper cites VGR: Visual Grounded Reasoning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection VGR: Visual Grounded Reasoning

Reference 67

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source=pdf_text observed=2026-08-06T00:03:32.773956Z digest=sha256:209f1889973a04575181ef26182e384eee0330c02581fa36145a3afad95640df

Observation f340cd10-a7d9-4028-b8c8-2b6a8e782fa5 · outbound

This paper cites Videorft: Incentivizing video reasoning capability in mllms via reinforced fine-tuning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Videorft: Incentivizing video reasoning capability in mllms via reinforced fine-tuning

Reference 68

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source=pdf_text observed=2026-08-06T00:03:32.851370Z digest=sha256:2b33311ab1d58b23c702fea25857572c0bf2d81bcd7d2ffa34f04616bb3db4e1

Observation 16faef72-d55d-481b-ad6b-12d6218dcbba · outbound

This paper cites Executable code actions elicit better llm agents.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Executable code actions elicit better llm agents

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:44.087184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:32.946361Z digest=sha256:fff1d3ff164075a5e11adefaef3a1340a2fa69e726d6263df7166c7103e93134

Observation 4fddac60-9576-49d3-a4b6-8cbe36f73e46 · outbound

This paper cites Driving into the future: Multiview visual forecasting and planning with world model for au- tonomous driving.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Driving into the future: Multiview visual forecasting and planning with world model for au- tonomous driving

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.836859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.072476Z digest=sha256:06e5b3a43d051c0e8a4e682796ca3dc0ff223afc137556d88a2803eb51cbdf54

Observation 97096513-52cd-4223-83c8-1b472c8ff15e · outbound

This paper cites Uni-adafocus: spatial-temporal dynamic computation for video recognition.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Uni-adafocus: spatial-temporal dynamic computation for video recognition

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.739854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.186001Z digest=sha256:8470b145f994b8a5c0689cd17663606f722d99f9133c5ddecbe6086830662a5f

Observation 9add315c-0754-41b9-ba02-1dd5eb712c19 · outbound

This paper cites Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

Reference 72

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T00:03:33.307499Z digest=sha256:3a744dd6e07074baa4a8597697be9e84076a219ce6f3d140c0205783e7309b60

Observation ee1b4169-7239-4abf-a4a3-49f1b1256fbb · outbound

This paper cites Perception in Reflection.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Perception in Reflection

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:33.424879Z digest=sha256:40750392d151399e2f6430aa22cf7023d6d07df2b590f93608c854a1cb74f711

Observation 2e86203d-ba43-460e-aa56-87828bbd607d · outbound

This paper cites Longvlm: Efficient long video understand- ing via large language models.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Longvlm: Efficient long video understand- ing via large language models

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.594182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.513002Z digest=sha256:eda65da3211df0439b69e943e95ce60ba507dc4d830f75451aa7cdfde7ddf36c

Observation 96a13c92-cf07-433b-82ee-4ac419c8b115 · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:33.590502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:33.590502Z digest=sha256:c0c15a63d20c006bbb15efd2b6ac16ed3d1538c39af7502852bd3249d6480ad1

Observation 3a0f3e8d-984b-4865-a702-c6baf5e25b29 · outbound

This paper cites Towards long-form video understanding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Towards long-form video understanding

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.420102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.723976Z digest=sha256:57c59b6b32bbc2a52cbcc1f32839999fcc4fc08022f9a52acd312a17b7756f00

Observation 3cc7aa4e-2fc9-4d06-bac1-ead9de9f80aa · outbound

This paper cites V?: Guided visual search as a core mechanism in multimodal llms.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection V?: Guided visual search as a core mechanism in multimodal llms

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.281029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.828144Z digest=sha256:7b8a356df29a4575953b28897833b374834ca6fb28111efa011864355b6eff84

Observation ef9e14a7-64bd-4510-9694-3c836ae21116 · outbound

This paper cites Number it: Temporal grounding videos like flipping manga.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Number it: Temporal grounding videos like flipping manga

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.151305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:33.955147Z digest=sha256:108bfa7df9cbc259c30491586c28053c98975410ab34fd736e20bbae874fd1d4

Observation 335d6850-7ab8-4dcd-b0a4-13e7c2f48fb4 · outbound

This paper cites Can i trust your answer? visually grounded video question answering.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Can i trust your answer? visually grounded video question answering

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:43.029180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.073893Z digest=sha256:8a0ef8fe912d57c966940349d2fe3897d76d4d1bf73d2decad2fe12779353f0b

Observation 7ec93a5b-8d97-4416-bc68-c37eb17ea84d · outbound

This paper cites Vidchapters-7m: Video chapters at scale.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Vidchapters-7m: Video chapters at scale

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:42.912817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.193286Z digest=sha256:0dfb955285a342f6ce8467a5831aff88c68029ef94e4340f35afa0776275daff

Observation 506e6402-ed40-4d1b-abd7-b3a8f480325a · outbound

This paper cites Qwen3 Technical Report.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Qwen3 Technical Report

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:34.259887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:34.259887Z digest=sha256:b5735fafe27f4e813c9a1ba60d0c9b0676c3838c3b590d3e22d3c151280c021e

Observation ad2fd20b-3458-49f0-9513-ab990dd51145 · outbound

This paper cites Generalized predictive model for autonomous driving.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Generalized predictive model for autonomous driving

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:42.711210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.409435Z digest=sha256:a35c7ec1fcee15402148277cf247b52f370519d374c22f94d65db651ad98a7a4

Observation ec565c64-d354-42d7-baa0-e0d8abb3f6e7 · outbound

This paper cites Thinking in space: How multimodal large language models see, remember, and recall spaces.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Thinking in space: How multimodal large language models see, remember, and recall spaces

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:42.473046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.516030Z digest=sha256:292d38e048275c97c1915e7e7c48c4f7005b6547c7b1aa666c903f4adbe07b02

Observation c55720b1-9642-416e-831d-6e3f8caf021a · outbound

This paper cites Gpt4tools: Teaching large language model to use tools via self-instruction.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Gpt4tools: Teaching large language model to use tools via self-instruction

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:42.182813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.631902Z digest=sha256:ef246ecdfcc4fb917584566874e587728f2d26e6ccadcc1bc99ce72bf687c1c1

Observation 1bd2928d-04ca-49b9-8d0a-80d8b9b54b39 · outbound

This paper cites Language-aware vi- sion transformer for referring segmentation.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Language-aware vi- sion transformer for referring segmentation

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:41.917469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.749284Z digest=sha256:6f98845c54813ccdc765cf1815d552640f05b5a3841ecb97e01239deb8139136

Observation b31ab4c5-09f5-47b5-a205-bb3156a00c98 · outbound

This paper cites CLEVRER: collision events for video representation and rea- soning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection CLEVRER: collision events for video representation and rea- soning

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:41.795548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.856542Z digest=sha256:3d5486c9c2dc14a9ddf8d07bd08bf42cd0b10b72f94a19436e28f30d857df278

Observation d2968cff-b650-4eec-b0c3-6d934416af14 · outbound

This paper cites Self-chained image-language model for video localization and question answering.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Self-chained image-language model for video localization and question answering

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:41.576797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:34.991215Z digest=sha256:69223f2edbb58f8659403b81900e5971ad491a304e82b004a8d81d36a923fcc5

Observation d4e36f15-dd45-4d4d-92c0-e340ba639f91 · outbound

This paper cites A framework for training large language models for code generation via proximal policy optimization.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection A framework for training large language models for code generation via proximal policy optimization

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:41.381572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:35.102576Z digest=sha256:f61a85b22f247e162d121a60f4caa0500706848a72de3f5838c86fe79ecf7dc3

Observation 5d958aba-4e18-443b-bce7-01c2b8959940 · outbound

This paper cites Flash-VStream: Efficient Real-Time Understanding for Long Video Streams.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Flash-VStream: Efficient Real-Time Understanding for Long Video Streams

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:35.208400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:35.208400Z digest=sha256:d0e0f71b86af95f0909c960b9c377495b3eeec9d86df2a8cddc67b94457bb33a

Observation 3db7dd76-d71f-41af-b576-3b93ebe9c2ee · outbound

This paper cites Long Context Transfer from Language to Vision.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Long Context Transfer from Language to Vision

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:35.312845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:35.312845Z digest=sha256:d38b25c7bd254c3262288f6dd4d0db3e17964c5800b3158f9746f9ddcccddaa4

Observation 1a5dc9cd-cce0-4a57-9dd5-784b1f37c9e1 · outbound

This paper cites Logo: A long-form video dataset for group action quality assessment.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Logo: A long-form video dataset for group action quality assessment

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:41.154105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:35.402056Z digest=sha256:75b6eae15972986dfe765d7297f08fcf9e1eac74132c1755ee2bf25e635ef9a5

Observation 6517080d-305c-4548-b7a3-5b14319ec05f · outbound

This paper cites Mmvu: Measuring expert-level multi- discipline video understanding.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Mmvu: Measuring expert-level multi- discipline video understanding

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:40.845462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:35.504222Z digest=sha256:af96a43a601dc191ea6947a36460f3d564ee39bbe1ccba595afde2c9a63e918c

Observation dc40ab98-ad97-4083-8493-74ed2b17a411 · outbound

This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:35.653117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:35.653117Z digest=sha256:89c288b4bc3ce28850498268cb28048122a548679b33bbad956bb2ab01f1779a

Observation 0d245483-480f-4f3c-812c-68eeb9fec7dc · outbound

This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-06T00:03:35.783149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:03:35.783149Z digest=sha256:bcfc4b9515c8579a06c8cc7adaed8b8545590a04a60066bd5a02ecc52f5c39a6

Observation cd5104da-6983-4b51-bf10-a207eca6b6f5 · outbound

This paper cites Temporal relational reasoning in videos.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Temporal relational reasoning in videos

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:40.432759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:35.879908Z digest=sha256:dd1c5bb2bff106e9ea4f1c643cbfccfddd777afc682529a527b26567173ffd53

Observation 402e4dc5-e5e9-4a8e-8e18-54513d97da8f · outbound

This paper cites an unresolved cited work.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:03:40.135233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:36.035288Z digest=sha256:600492054fb4575fd25179f128e2e9f30d27e1ef092cb3a3dd34a9c2c0b9c538

Observation 3e23d3b8-7e65-4ae3-bf55-1cf760528ed8 · outbound

This paper cites It outputs an ������ to the given question based on the visual content of the specified clip.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection It outputs an ������ to the given question based on the visual content of the specified clip

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:39.790798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:36.126161Z digest=sha256:87c3b1debbc03abda9c85a84af18672f8f115dddb860b18d295f5a8db7d8738c

Observation 844bae34-313f-4c89-8eb6-298d021ff5ab · outbound

This paper cites an unresolved cited work.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:03:39.438807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:36.261221Z digest=sha256:0d84c26fcad87044446dfebd8f2949c784e2900e4bfe9cc9781d98032f2cf69f

Observation 70c370f5-fb9c-4bf0-ac9c-ce184e6ac36b · outbound

This paper cites B.1 Training Details The training configurations are listed in Tab.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection B.1 Training Details The training configurations are listed in Tab

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:39.198831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:36.380792Z digest=sha256:cc939e2b5ab670c8522c135baab899f1cdebf497166529e9d10b3ab1f3f67be4

Observation 9b72bb59-cb6f-45e0-b799-4c22162f66cf · outbound

This paper cites In the sec- ond round, it generates the tool call.

Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection In the sec- ond round, it generates the tool call

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:03:38.971520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:03:36.497889Z digest=sha256:91eced440631c3ef08bc26d822fe2f89220578a4eb67f04f56eb281273028cd7

Pith citing papers

Observation 6c0751f0-34ff-421c-9239-8c1eed24b0dd · inbound

Identifying high-impact consumers' behavioural changes for flexibility and demand reduction in a net-zero energy system cites this paper.

Identifying high-impact consumers' behavioural changes for flexibility and demand reduction in a net-zero energy system Empowering Nanoscale Connectivity through Molecular Communication: A Case Study of Virus Infection

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-06T00:04:24.687666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T00:04:24.652863Z digest=sha256:c004a93c13fe7f8a69457604aa1f70e62198c3f9844eb02d7956e01fd6b6ea5b