Paper Citation Record · LEDGER

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

As of 14 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 87 inbound Pith citation observations for arXiv:2408.10188.

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

pith.paper-citation-record.v1
2408.10188 v6

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T03:51:25.396887Z

measured 119 of 119 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 87 of 87 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:42:55.931881Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T10:48:02.935874Z

Reference resolution

32 of 32 outbound references displayed

verified exact25
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb1dc0fc-5209-47a9-9942-7ae5ee921114 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.426441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56094f5c-d9cd-42fb-a593-1b42955fa160 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos RT-1: Robotics Transformer for Real-World Control at Scale

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.434788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 54bf625c-a741-4d60-81c8-4c46b7298ba1 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.440421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90b7ab22-bff7-4ed9-8eb9-7a162f75ebdc · outbound

This paper cites Language models are few-shot learners.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Language models are few-shot learners

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T03:51:25.562568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 37de3bd8-d552-455b-8ae0-d85ac3b9b3dd · outbound

This paper cites ShareGPT4Video: Improving Video Understanding and Generation with Better Captions.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.468836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 32defd73-02ed-41fe-8e63-0400eeb118d8 · outbound

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

LongVILA: Scaling Long-Context Visual Language Models for Long Videos How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-05-17T03:51:25.473222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53a3aed6-ce6c-4011-99c0-46e83767ebd5 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.477865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ea921a89-baf1-462c-9244-d255d3a4832d · outbound

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

LongVILA: Scaling Long-Context Visual Language Models for Long Videos PaLM-E: An Embodied Multimodal Language Model

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.482472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d6ac9486-1e28-4040-97af-101056ef9f39 · outbound

This paper cites Towards Event-oriented Long Video Understanding.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Towards Event-oriented Long Video Understanding

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.487005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a9abefde-f27c-4d42-99c0-da002f77df0a · outbound

This paper cites USP: A Unified Sequence Parallelism Approach for Long Context Generative AI.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos USP: A Unified Sequence Parallelism Approach for Long Context Generative AI

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.491822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f2405f20-9ccc-4d71-a894-2529394534bd · outbound

This paper cites VILA$^2$: VILA Augmented VILA.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos VILA$^2$: VILA Augmented VILA

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.496419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ce1ff7b-9ec1-483c-9524-5056486179ab · outbound

This paper cites Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.501093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9cbf8cc3-7eff-4bb4-9520-b3411ddf9d44 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.506156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 170e0518-604d-4cd6-a103-28c2ad1cb0fb · outbound

This paper cites LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T03:51:25.511626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 46e5f56b-e178-4905-841f-e22a74343bf8 · outbound

This paper cites DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.516837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b1216bd9-e3ee-4891-9ce7-10f6d56fc121 · outbound

This paper cites Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.521450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80893e8c-77c4-44cb-bc06-d1d12a13a3b0 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:20:36.653799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa92da15-b858-46b0-976a-a1aa3a29e093 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.529874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2680417b-f22a-4d16-9b97-a82fac67b69f · outbound

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

LongVILA: Scaling Long-Context Visual Language Models for Long Videos LLaVA-OneVision: Easy Visual Task Transfer

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.534046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f547896-5c53-4ada-a1a9-90af91d4c2f1 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-05-17T03:51:25.538073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5154cb12-06db-403b-9760-a7a14a26b185 · outbound

This paper cites Open X-Embodiment: Robotic Learning Datasets and RT-X Models.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Open X-Embodiment: Robotic Learning Datasets and RT-X Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.542171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 871aeb76-d8d1-44a5-bdfc-d6499bad7856 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.546496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d3b4c877-6572-4ee1-9d34-78eaa540acc5 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.550887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 765286f6-65f9-4b05-abc7-e4e392fbc8c1 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.554718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0e5c6bd-88f0-4615-8af4-d2bfd8d928f9 · outbound

This paper cites LongVLM: Efficient Long Video Understanding via Large Language Models.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos LongVLM: Efficient Long Video Understanding via Large Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.559116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f25afe6-c526-4608-ba71-a17de0a9feac · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:30:12.519784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 13225eb0-71a5-49ab-a703-09f0e60b2f0d · outbound

This paper cites PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:51:25.452760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a786d3c0-69ef-421c-8c9f-00faf4e84fca · outbound

This paper cites X-VILA: Cross-Modality Alignment for Large Language Model.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos X-VILA: Cross-Modality Alignment for Large Language Model

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.458475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 16ce91fa-49dc-4fb9-85aa-a081ec43c810 · outbound

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

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.463933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8bd723d1-b7bb-4e9a-b7fd-adcf22ab438a · outbound

This paper cites an unresolved cited work.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-17T03:51:25.568554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 346a20b5-cf8a-4d4b-9201-da914dea3e20 · outbound

This paper cites Specifically, the average scores rise from 2.00 to 3.26, highlighting the model’s enhanced capability in generating accurate and rich captions with more frames.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos Specifically, the average scores rise from 2.00 to 3.26, highlighting the model’s enhanced capability in generating accurate and rich captions with more frames

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T03:51:25.571713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d3d13dd-38ff-4899-8d5f-5dd411117d62 · outbound

This paper cites We found that FSDP offers more efficient memory management, which led us to select it as our default configuration.

LongVILA: Scaling Long-Context Visual Language Models for Long Videos We found that FSDP offers more efficient memory management, which led us to select it as our default configuration

Reference 32

Resolution: malformed identifier; raw_fallback, observed 2026-05-17T03:51:25.565650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 94698ba4-ab28-4e1a-8f5d-e9bab638eed4 · inbound

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation cites this paper.

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T16:42:55.931881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b516edaa-cfb4-4a59-ade6-277f40e74f61 · inbound

BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching cites this paper.

BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T13:36:44.137558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b221bf69-f184-4f8b-b50b-59585d1ed87a · inbound

SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis cites this paper.

SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:04.502907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24a736c-29db-4215-baa7-c81b097b72d5 · inbound

ChatRex: Taming Multimodal LLM for Joint Perception and Understanding cites this paper.

ChatRex: Taming Multimodal LLM for Joint Perception and Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-12T11:19:33.872055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c7d9bd-4841-488b-97db-f65a854fa955 · inbound

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation cites this paper.

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T04:56:01.474234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 071fcb59-3f8e-4437-acd7-d53341c590dc · inbound

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning cites this paper.

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T22:42:34.850695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea14d6be-01bf-48f9-b97d-92803853f4b6 · inbound

NVILA: Efficient Frontier Visual Language Models cites this paper.

NVILA: Efficient Frontier Visual Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-23T07:42:43.247372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7d32a76d-932e-4a78-aa7a-52758bd63697 · inbound

LinVT: Empower Your Image-level Large Language Model to Understand Videos cites this paper.

LinVT: Empower Your Image-level Large Language Model to Understand Videos LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T20:54:16.556012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1565d455-bcb9-44bc-bbf5-f81d2e97bc0d · inbound

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding cites this paper.

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 139

Resolution: unresolved; no resolver link, observed 2026-08-11T16:58:03.571836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18562d97-8e0a-4fd6-ba9e-ff9b5af20b43 · inbound

IQViC: In-context, Question Adaptive Vision Compressor for Long-term Video Understanding LMMs cites this paper.

IQViC: In-context, Question Adaptive Vision Compressor for Long-term Video Understanding LMMs LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T16:39:51.002585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9587f3f-bdc5-4272-8752-2b9c817eaaea · inbound

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding cites this paper.

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:22:51.041669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 242a68af-21f3-40db-b0b2-456ba3e78a2a · inbound

GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models cites this paper.

GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T13:52:57.193369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1a4405-493e-49cb-9d05-c54036e8e2ef · inbound

Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces cites this paper.

Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 91

Resolution: verified exact; local_arxiv, observed 2026-05-22T09:27:43.998546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a100e30c-9c51-4c45-9148-50e2b78a265e · inbound

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling cites this paper.

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-05-18T04:02:43.569786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b9e8cedf-e6b2-431a-b91a-31560e1cfde3 · inbound

Cosmos World Foundation Model Platform for Physical AI cites this paper.

Cosmos World Foundation Model Platform for Physical AI LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 227

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a07cc5f-fb89-4dc3-ab11-3c6d811ce8cb · inbound

LongViTU: Instruction Tuning for Long-Form Video Understanding cites this paper.

LongViTU: Instruction Tuning for Long-Form Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T21:23:58.026866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9383ea64-b995-442b-96be-1c8be2918c18 · inbound

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models cites this paper.

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T20:33:22.822399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2170d37-63ab-44c0-b67a-6e242c29aca4 · inbound

InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling cites this paper.

InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d942cf6c-18c6-4c23-948e-73da7d12d445 · inbound

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile cites this paper.

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T16:36:00.816958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01335963-1e98-4664-9da6-dd7359c035fd · inbound

CoS: Chain-of-Shot Prompting for Long Video Understanding cites this paper.

CoS: Chain-of-Shot Prompting for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:31:16.983567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab372280-d145-4bd1-91db-11abde4aaaf2 · inbound

LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid cites this paper.

LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T12:25:42.741468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5387d609-cfcc-483f-b3da-0427aa9013b8 · inbound

MAGI-1: Autoregressive Video Generation at Scale cites this paper.

MAGI-1: Autoregressive Video Generation at Scale LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f52197b2-3d0b-4a6e-8276-e907aa5a7935 · inbound

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation cites this paper.

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:40.848837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504d6f4d-54f0-4a77-8703-264b2636ec34 · inbound

Clapper: Compact Learning and Video Representation in VLMs cites this paper.

Clapper: Compact Learning and Video Representation in VLMs LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:20:47.582468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccd9eeb-d8cc-44b5-a363-03d7c376bcdd · inbound

Streamline Without Sacrifice -- Squeeze out Computation Redundancy in LMM cites this paper.

Streamline Without Sacrifice -- Squeeze out Computation Redundancy in LMM LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:12.159249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ba363a-5032-4daa-a114-44dd7d18c80d · inbound

EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection cites this paper.

EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:02.442537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe79650-f316-4e3d-a8fc-6f3cc3a44e93 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2509b013-fa07-4a8d-a82d-2f87c2901745 · inbound

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence cites this paper.

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-05-22T01:00:51.343379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27e4ed29-6118-42b5-b76a-559978453cd2 · inbound

Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders cites this paper.

Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:16.941581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a27a710-b5f4-41e5-9d5d-e78a4c032497 · inbound

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames cites this paper.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.402144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fbfa54c-6909-484a-814c-ee2ecabe4087 · inbound

FlexSelect: Flexible Token Selection for Efficient Long Video Understanding cites this paper.

FlexSelect: Flexible Token Selection for Efficient Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:59:05.898445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388f79e1-50ab-4210-b808-69698edb3de7 · inbound

EPFL-Smart-Kitchen-30: Densely annotated cooking dataset with 3D kinematics to challenge video and language models cites this paper.

EPFL-Smart-Kitchen-30: Densely annotated cooking dataset with 3D kinematics to challenge video and language models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T11:42:34.565742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80eb3c8-54d4-45d1-975d-01eed4caa809 · inbound

DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding cites this paper.

DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:05.389890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0288bf-ef1a-4adb-b60c-c54ecd6bf42a · inbound

UNIC: Unified In-Context Video Editing cites this paper.

UNIC: Unified In-Context Video Editing LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:51:42.980673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90256300-b541-4ad1-a4c1-06973ecb44f1 · inbound

TextVidBench: A Benchmark for Long Video Scene Text Understanding cites this paper.

TextVidBench: A Benchmark for Long Video Scene Text Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:18.818281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea34d88d-cd06-4fee-838a-1704492c1e8c · inbound

MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks cites this paper.

MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T05:49:53.411481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38da4126-715b-4717-a507-f8506b4447bf · inbound

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs cites this paper.

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T04:20:30.765313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82aa700-434c-4361-b9f2-dc66b162c905 · inbound

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning cites this paper.

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:28.324818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ef0ce03-ebad-4ebd-8418-b74ff83892fe · inbound

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification cites this paper.

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:10.317216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b2f519-101d-44cc-af46-640da2b1c2df · inbound

Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs cites this paper.

Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:15:04.382683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c29c6b-51ce-4a07-9a67-99f57cf17501 · inbound

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

Flash-VStream: Efficient Real-Time Understanding for Long Video Streams LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T21:37:08.873755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d5a20d2-bc5b-4ea3-b24e-2cd0facb5bf6 · inbound

AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding cites this paper.

AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:55.468866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee615172-d0e8-4d34-9f80-f1e44dcfb74a · inbound

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models cites this paper.

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 339e7bb3-dc67-4a6f-8af4-aff75a9dfa3c · inbound

Infinite Video Understanding cites this paper.

Infinite Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:18.313230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c56e3819-24d1-4035-b1c7-27b463c20ac3 · inbound

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:10.656199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c43c753-2702-410d-bea7-f066b6126247 · inbound

Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding cites this paper.

Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:16.712705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ded1e6-3c85-45f7-881a-d26649f03049 · inbound

MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs cites this paper.

MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T14:41:15.525180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de4e52f-cc90-4a48-85e1-263603334207 · inbound

Beyond Pixels: Introducing Geometric-Semantic World Priors for Video-based Embodied Models via Spatio-temporal Alignment cites this paper.

Beyond Pixels: Introducing Geometric-Semantic World Priors for Video-based Embodied Models via Spatio-temporal Alignment LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T13:54:52.015747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb52306-5104-48a7-aef7-4735da755979 · inbound

DATE: Dynamic Absolute Time Enhancement for Long Video Understanding cites this paper.

DATE: Dynamic Absolute Time Enhancement for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T19:28:34.352539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb80cbe-af67-4928-af62-45ab11c8a3cf · inbound

VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning cites this paper.

VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53f3abd4-b80e-44cb-9b3c-03b818c2f57d · inbound

MetricAnything: Scaling Metric Depth Pretraining with Noisy Heterogeneous Sources cites this paper.

MetricAnything: Scaling Metric Depth Pretraining with Noisy Heterogeneous Sources LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 121

Resolution: unresolved; no resolver link, observed 2026-08-03T06:50:28.622236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0359ec22-6c24-4a19-9de9-8416ba0dd06c · inbound

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding cites this paper.

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T17:54:04.513726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c6e27b-b2b5-4a5e-9fd6-39b89f3ecc79 · inbound

SpatialStack: Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning cites this paper.

SpatialStack: Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 191946bd-210a-474b-a7e3-1cc0d365ad4c · inbound

Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.

Internalized Reasoning for Long-Context Visual Document Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71bcfe3c-955f-4c7d-8ce3-230af1bdf7d3 · inbound

Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.

Internalized Reasoning for Long-Context Visual Document Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T15:50:49.083652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4e2245-1fdb-41a4-a997-73f0a05b38f7 · inbound

Graph-to-Frame RAG: Visual-Space Knowledge Fusion for Training-Free and Auditable Video Reasoning cites this paper.

Graph-to-Frame RAG: Visual-Space Knowledge Fusion for Training-Free and Auditable Video Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ebdf246f-1770-4559-aedb-8b6979b1ba8a · inbound

Small Vision-Language Models are Smart Compressors for Long Video Understanding cites this paper.

Small Vision-Language Models are Smart Compressors for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cd1c2ccc-c33b-4c39-87d2-0714eabfa0bc · inbound

One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding cites this paper.

One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74a47e25-cc35-40a5-87bf-6e7caa239538 · inbound

EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling cites this paper.

EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ccde0297-1dc5-463d-a8fe-859d7fd49494 · inbound

EgoSelf: From Memory to Personalized Egocentric Assistant cites this paper.

EgoSelf: From Memory to Personalized Egocentric Assistant LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc06bbfb-44d3-42d0-82f5-508ddf1552ef · inbound

VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing cites this paper.

VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 046bbe7a-7f19-48b8-99b0-d3d23e3ab290 · inbound

VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing cites this paper.

VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be87e1d2-e415-4020-937e-7552ae94f7f5 · inbound

VideoRouter: Query-Adaptive Dual Routing for Efficient Long-Video Understanding cites this paper.

VideoRouter: Query-Adaptive Dual Routing for Efficient Long-Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ab0367f3-5bfe-4ba2-9448-26f708c880c0 · inbound

VideoRouter: Query-Adaptive Dual Routing for Efficient Long-Video Understanding cites this paper.

VideoRouter: Query-Adaptive Dual Routing for Efficient Long-Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1e989343-92d8-493f-8b4a-b669ce1a35b8 · inbound

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 029e2748-8498-4793-8a2a-405c3a0a1f05 · inbound

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:45:46.088920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 31788ae7-27eb-43cf-8cd2-821f2e3b9366 · inbound

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T00:18:46.366043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47a1b24b-8d8a-49dd-a613-dd3c3806ec66 · inbound

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context cites this paper.

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:25.572615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c5c71c59-4de5-49d0-aa0b-a0df6e477d6c · inbound

Swift Sampling: Selecting Temporal Surprises via Taylor Series cites this paper.

Swift Sampling: Selecting Temporal Surprises via Taylor Series LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-22T05:56:07.961469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07f73bc6-f0ff-44e6-ac0a-f94993f37b21 · inbound

Q-GeoMem: Question-Guided Geometric Memory for Video Spatial Reasoning cites this paper.

Q-GeoMem: Question-Guided Geometric Memory for Video Spatial Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:23:50.945623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0130ce51-e65c-48b7-abb2-c525fe0a0439 · inbound

Q-GeoMem: Question-Guided Geometric Memory for Video Spatial Reasoning cites this paper.

Q-GeoMem: Question-Guided Geometric Memory for Video Spatial Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T15:54:12.909974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f05b4b-83af-4181-bc86-8bef9461eabc · inbound

Towards Effective Long-Video Event Prediction via Multi-Level Event Semantics Mining cites this paper.

Towards Effective Long-Video Event Prediction via Multi-Level Event Semantics Mining LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T00:02:50.363523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8e6a09a3-8e35-4240-b24a-47ed9e3baea7 · inbound

UNIVID: Unified Vision-Language Model for Video Moderation cites this paper.

UNIVID: Unified Vision-Language Model for Video Moderation LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 46

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:07:09.203772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bcd0124d-f8db-4577-b579-82827431bebb · inbound

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning cites this paper.

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:56:47.355750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e9005378-3d41-4bbf-8e38-b64a4b307b1e · inbound

CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence cites this paper.

CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:57:38.941419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74c4334e-a3ac-4704-9e27-81e3771cb963 · inbound

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning cites this paper.

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 250

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T10:48:02.937090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93d4162e-506b-402c-82c8-b3abd1f5afca · inbound

VisReflect: Latent Visual Reflection for Fine-Grained Perception in Long Visual Context cites this paper.

VisReflect: Latent Visual Reflection for Fine-Grained Perception in Long Visual Context LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T06:04:21.232831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5a4a78c-c2e6-4cd1-b2a9-ad8f673a58f8 · inbound

STAC: Selective Spatiotemporal Aggregation and Compression for Video Reasoning Segmentation cites this paper.

STAC: Selective Spatiotemporal Aggregation and Compression for Video Reasoning Segmentation LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:47.233814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486bd35f-d07e-44b0-a4db-4a328a3b95d8 · inbound

Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors cites this paper.

Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T22:38:42.056803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e31af0a0-7e39-488b-9e68-b986d5e74fa7 · inbound

Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA cites this paper.

Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:09:42.330014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de799c9-32c9-4146-a16d-4d1b0ec32444 · inbound

ViSTR-Bench: Can MLLMs Reason from Continuous Visual Cues in Dynamic Scenes? cites this paper.

ViSTR-Bench: Can MLLMs Reason from Continuous Visual Cues in Dynamic Scenes? LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T09:09:24.840911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e6034e-a351-4ec5-a00d-a4b7e8a57876 · inbound

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 132

Resolution: unresolved; no resolver link, observed 2026-08-01T07:12:17.649073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e611d802-01d6-4310-a637-78b7910859ed · inbound

TimePLE: Rethinking Temporal Representation for Video Temporal Grounding cites this paper.

TimePLE: Rethinking Temporal Representation for Video Temporal Grounding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T23:32:49.920089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a34c98e-320c-4300-afb0-5367261abcf7 · inbound

Reasoning with Memory: A Temporal Granularity-Adaptive Framework for Training-Free Long Video Understanding cites this paper.

Reasoning with Memory: A Temporal Granularity-Adaptive Framework for Training-Free Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T09:17:00.531111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc18cbab-4a4b-40ed-a815-ea95be6e4c11 · inbound

ViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding cites this paper.

ViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T00:45:17.837663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec09a60-c794-45e3-8958-0ab05708261a · inbound

CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models cites this paper.

CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T23:46:51.611444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a542cce-ab43-4480-b6da-baf3ac9d6403 · inbound

Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding cites this paper.

Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T23:42:35.091644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.