Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T01:12:46.295455Z
Paper Citation Record · LEDGER
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams
As of 6 August 2026, this Paper Citation Record lists 100 of 100 outbound references and 0 inbound Pith citation observations for arXiv:2606.17798.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 100 outbound references displayed
- verified exact40
- verified fuzzy0
- unresolved58
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 627e6066-a645-4ca2-b461-9f5cb92c2c27 · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.140145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3f98e227-1dd8-493d-b85a-463a544ec722 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.173494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0aabb6b9-16c7-4b69-b664-000368da88b4 · outbound
This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.208066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0d5f52e1-f1a5-468e-80b3-7343718705bf · outbound
This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.216681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9d1b3b68-0735-4663-a951-812655a81338 · outbound
This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.188794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 850ea5ce-203f-4cd4-ac50-d4befa26a7f0 · outbound
This paper cites MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.192029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b7c49bf2-115f-4904-84c1-e6acad251b41 · outbound
This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.161743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a68d7a6-8893-4eb9-a143-b4b0bfbc9d1f · outbound
This paper cites VideoChat: Chat-Centric Video Understanding.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams VideoChat: Chat-Centric Video Understanding
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.156986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f3c6715-e53b-4656-b04f-e4ef8b672e7d · outbound
This paper cites Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896845f4-3d43-4c4e-b595-bd8a8b081d21 · outbound
This paper cites InternVideo: General Video Foundation Models via Generative and Discriminative Learning.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams InternVideo: General Video Foundation Models via Generative and Discriminative Learning
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.183828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f5d290d5-32f7-4035-aa05-f1d6cad28be8 · outbound
This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.159372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 89a1a066-f3e4-47fc-9d6e-9f3370537c85 · outbound
This paper cites Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.170346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b81ab108-434d-43d4-8619-da982bb9e121 · outbound
This paper cites Timechat: A time-sensitive multimodal large language model for long video understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Timechat: A time-sensitive multimodal large language model for long video understanding,
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b069b59-ddbf-4ffd-8919-b3520863a203 · outbound
This paper cites Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.143340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b17d68cf-e15c-4649-9cce-ea65ece727a3 · outbound
This paper cites MovieChat+: Question-aware Sparse Memory for Long Video Question Answering.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams MovieChat+: Question-aware Sparse Memory for Long Video Question Answering
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.118616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3beb55c8-9040-4568-9f47-17f7c3fbba7c · outbound
This paper cites Ma-lmm: Memory-augmented large multimodal model for long-term video understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Ma-lmm: Memory-augmented large multimodal model for long-term video understanding,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 132ece48-ee35-4cf8-acfe-229f819960e3 · outbound
This paper cites Longllava: Scaling multi-modal llms to 1000 images efficiently via hybrid architecture,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Longllava: Scaling multi-modal llms to 1000 images efficiently via hybrid architecture,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5650dc60-12d8-4aa7-91b8-e87c6fd5a55a · outbound
This paper cites Longllava: Scaling multi-modal llms to 1000 images efficiently via hybrid architecture.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Longllava: Scaling multi-modal llms to 1000 images efficiently via hybrid architecture
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T20:38:56.121280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9cc197e0-e82a-4cbf-9f40-d22dc731d015 · outbound
This paper cites Longvila: Scaling long-context visual language models for long videos,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Longvila: Scaling long-context visual language models for long videos,
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b74f458d-aa20-4515-9c4f-45f2b761acae · outbound
This paper cites Long Context Transfer from Language to Vision.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Long Context Transfer from Language to Vision
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.151751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e5176662-6b26-452f-b39e-1a184f94d697 · outbound
This paper cites Videollm-online: Online video large language model for streaming video,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Videollm-online: Online video large language model for streaming video,
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6481aeee-4d5d-4df6-992b-464ba936c4b9 · outbound
This paper cites Videollm-mod: Efficient video-language streaming with mixture-of-depths vision computation,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Videollm-mod: Efficient video-language streaming with mixture-of-depths vision computation,
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99fbe1a0-8d9e-4941-9c87-0bd4597ef252 · outbound
This paper cites LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.134846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9787fc71-32b4-47b1-b609-6f718805aa53 · outbound
This paper cites StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.189303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b495186d-efd6-406a-829c-74dc87b044fb · outbound
This paper cites Videollm knows when to speak: Enhancing time-sensitive video comprehension with video-text duet interaction format.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Videollm knows when to speak: Enhancing time-sensitive video comprehension with video-text duet interaction format
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:48:55.465398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2311b7f4-915f-4b60-8d5b-88630c2c589b · outbound
This paper cites Streaming long video understanding with large language models,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Streaming long video understanding with large language models,
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f4abcfa-3cb7-4b83-b26d-38db5cfda108 · outbound
This paper cites Streaming dense video captioning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Streaming dense video captioning,
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9e49ad1-317e-4670-b9c3-23633883a83e · outbound
This paper cites Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.211274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0500e553-c771-49b0-8cba-ee60a865a48a · outbound
This paper cites Ego4d: Around the world in 3,000 hours of egocentric video,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Ego4d: Around the world in 3,000 hours of egocentric video,
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30980586-d4d5-4533-b4f2-57eb7e146384 · outbound
This paper cites Soccernet: A scalable dataset for action spotting in soccer videos,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Soccernet: A scalable dataset for action spotting in soccer videos,
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 919e5318-5b27-451b-bf27-43c7421511b8 · outbound
This paper cites Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.214126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1f0a41bd-83de-4108-83c6-2735fe6e7321 · outbound
This paper cites OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.213701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1bcb833d-577d-4561-af44-881459d45eae · outbound
This paper cites Livestar: Live streaming assistant for real-world online video understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Livestar: Live streaming assistant for real-world online video understanding,
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c3c7d6c-8897-4c52-bbe5-8e1f27e12a82 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.196825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b06a6a4d-cdd9-4fad-9c35-2d1e87ea50c7 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Gemini: A Family of Highly Capable Multimodal Models
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.199389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9cb03962-87e3-4920-96a9-b01fc7faf7bc · outbound
This paper cites GPT-4 Technical Report.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams GPT-4 Technical Report
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.202622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2e7b8826-60c1-4f8b-b441-0ab7bcc59934 · outbound
This paper cites Training language models to follow instructions with human feedback,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Training language models to follow instructions with human feedback,
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05ff6f68-ea22-4834-bbf0-92723e921596 · outbound
This paper cites Improving language understanding by generative pre-training,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Improving language understanding by generative pre-training,
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd91ef08-29fb-4c34-9677-eb2dc798a317 · outbound
This paper cites Video dataflywheel: Resolving the impossible data trinity in video-language understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video dataflywheel: Resolving the impossible data trinity in video-language understanding,
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5671da8-4ac8-4e00-a6c0-3bd12e9e58d9 · outbound
This paper cites Object-centric rep- resentation learning for video scene understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Object-centric rep- resentation learning for video scene understanding,
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4491d186-d388-466b-859f-fabecf21408a · outbound
This paper cites Sharegpt4video: Improving video understanding and generation with better captions,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Sharegpt4video: Improving video understanding and generation with better captions,
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cc93271-321e-4114-8d60-8d17cb5e6254 · outbound
This paper cites PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.205507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9fecdd50-70a1-4ae9-ab49-82b7ad52c327 · outbound
This paper cites Video recap: Recursive captioning of hour-long videos,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video recap: Recursive captioning of hour-long videos,
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42234f78-d51b-40d0-9c58-0292d2ed1089 · outbound
This paper cites Large Language Models are Temporal and Causal Reasoners for Video Question Answering.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Large Language Models are Temporal and Causal Reasoners for Video Question Answering
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:48:55.460863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 83444394-84c3-4d72-b9d5-00147384e322 · outbound
This paper cites Mvbench: A comprehensive multi-modal video understanding benchmark,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Mvbench: A comprehensive multi-modal video understanding benchmark,
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a769220-b4bb-4308-8d91-65af6e1c98b5 · outbound
This paper cites VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.200063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c968da58-0971-4b36-a17a-0caad4fe4b43 · outbound
This paper cites Learning to answer visual questions from web videos,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Learning to answer visual questions from web videos,
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 636d20b2-a71e-4f72-b293-50aa4b974c99 · outbound
This paper cites Transformer-empowered invariant grounding for video question answering,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Transformer-empowered invariant grounding for video question answering,
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23ca7f92-479d-4217-96f5-9a3837f06090 · outbound
This paper cites Intentqa: Intent question answering in videos by cognitive context reasoning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Intentqa: Intent question answering in videos by cognitive context reasoning,
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeba40fe-dce8-4d29-96f5-0b6a091ba3f3 · outbound
This paper cites Vtg-llm: Integrating timestamp knowledge into video llms for enhanced video temporal grounding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Vtg-llm: Integrating timestamp knowledge into video llms for enhanced video temporal grounding,
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ee5b3c0-f9c4-4ee4-9339-814d4bd1a726 · outbound
This paper cites Vtg-gpt: Tuning-free zero- shot video temporal grounding with gpt,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Vtg-gpt: Tuning-free zero- shot video temporal grounding with gpt,
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc60d46a-72b6-452b-a97e-5da54f35f31d · outbound
This paper cites HawkEye: Training Video-Text LLMs for Grounding Text in Videos.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams HawkEye: Training Video-Text LLMs for Grounding Text in Videos
Reference 52
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T20:38:56.197261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e42a175-82f6-4606-bafb-acc2ecbbf98f · outbound
This paper cites Llava-next: A strong zero-shot video understanding model,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Llava-next: A strong zero-shot video understanding model,
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 523f0f51-cc18-4bc2-a16a-7727ce90f3bd · outbound
This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.194442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f983d2b9-4280-42c8-bfe6-4f064420c107 · outbound
This paper cites Vila: On pre-training for visual language models,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Vila: On pre-training for visual language models,
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39f2533c-8d43-4946-bb8c-3b45bfa48445 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.186287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5ee2bf18-7555-468a-92a8-09edf6b7d236 · outbound
This paper cites Valor: Vision-audio-language omni-perception pretraining model and dataset,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Valor: Vision-audio-language omni-perception pretraining model and dataset,
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9b9a6b8-d576-4173-a8bb-62cfc6fa0914 · outbound
This paper cites Cap4video++: Enhancing video understanding with auxiliary captions,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Cap4video++: Enhancing video understanding with auxiliary captions,
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a7516f1-14e1-4738-a662-9b7cb46fda77 · outbound
This paper cites Hierarchical banzhaf interaction for general video-language representation learning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Hierarchical banzhaf interaction for general video-language representation learning,
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7710a38f-64b5-4172-9161-6f35811ed8d3 · outbound
This paper cites Video dataflywheel: Resolving the impossible data trinity in video-language understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video dataflywheel: Resolving the impossible data trinity in video-language understanding,
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb47ff5-f74e-4de9-87bb-1972c61e1e11 · outbound
This paper cites LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.194395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dd0c6591-e0ee-474c-b682-973138cd64dd · outbound
This paper cites Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding
Reference 62
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.160538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 23438b1f-c851-45af-b843-b8d276f4c6de · outbound
This paper cites Querystream: Advancing streaming video understanding with query-aware pruning PREPRINT, 2026 18 and proactive response,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Querystream: Advancing streaming video understanding with query-aware pruning PREPRINT, 2026 18 and proactive response,
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 265f504f-45a7-4ff8-84fd-a238ec295f6d · outbound
This paper cites LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
Reference 64
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.172788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a4363b46-8f26-4c53-9b55-1e9dbf016981 · outbound
This paper cites Egoschema: A diagnostic benchmark for very long-form video language understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Egoschema: A diagnostic benchmark for very long-form video language understanding,
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 279110ff-7009-4def-9fc2-ef645bada4bf · outbound
This paper cites Activitynet- qa: A dataset for understanding complex web videos via question answering,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Activitynet- qa: A dataset for understanding complex web videos via question answering,
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe6319d5-aa72-41db-8405-77fa52d251b9 · outbound
This paper cites HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.175406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a63644e3-1edd-4632-8e45-252edb43d375 · outbound
This paper cites Per- ception test: A diagnostic benchmark for multimodal video models,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Per- ception test: A diagnostic benchmark for multimodal video models,
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5450594-c4d0-4123-a469-43385212284b · outbound
This paper cites Social- iq: A question answering benchmark for artificial social intelligence,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Social- iq: A question answering benchmark for artificial social intelligence,
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e35b6132-bdf1-40c2-9e30-b80a8b5ec0b7 · outbound
This paper cites Video question answering via gradually refined attention over appearance and motion,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video question answering via gradually refined attention over appearance and motion,
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9628186-9cfb-4c4f-89c7-83640a9e721b · outbound
This paper cites TVQA: Localized, Compositional Video Question Answering.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams TVQA: Localized, Compositional Video Question Answering
Reference 71
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.179069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e51cedfa-774b-463a-8ff6-7d83cff31736 · outbound
This paper cites Next-qa: Next phase of question-answering to explaining temporal actions,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Next-qa: Next phase of question-answering to explaining temporal actions,
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b076ea72-423e-4376-9fac-1e88a2ad387b · outbound
This paper cites Moviechat: From dense token to sparse memory for long video understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Moviechat: From dense token to sparse memory for long video understanding,
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2302a3cc-dbea-4b04-9bf2-0a57450b0d54 · outbound
This paper cites LVBench: An Extreme Long Video Understanding Benchmark.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams LVBench: An Extreme Long Video Understanding Benchmark
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.186478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 65b7985b-bcdd-44be-98b5-5707d76db13e · outbound
This paper cites Tgif-qa: Toward spatio- temporal reasoning in visual question answering,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Tgif-qa: Toward spatio- temporal reasoning in visual question answering,
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c505d8cd-bd90-40a0-b523-fedca3bcb250 · outbound
This paper cites Moviechat+: Question-aware sparse memory for long video question answering,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Moviechat+: Question-aware sparse memory for long video question answering,
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6632422c-0ed1-43c9-a40b-d79d16fbdaa0 · outbound
This paper cites Momentor++: Advancing video large language models with fine-grained long video reasoning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Momentor++: Advancing video large language models with fine-grained long video reasoning,
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 061d204b-0f3d-4a81-8946-65a586cc7203 · outbound
This paper cites Selongvlm: Empowering long video language models with self-corrective clip selection,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Selongvlm: Empowering long video language models with self-corrective clip selection,
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b419074-bb84-415c-858d-293a87258cff · outbound
This paper cites Ego-r1: Agentic chain-of-tool-thought for ultra- long egocentric video reasoning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Ego-r1: Agentic chain-of-tool-thought for ultra- long egocentric video reasoning,
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5494989-9c1a-43e9-a108-5219e788fd33 · outbound
This paper cites Hier-egopack: Hierarchical egocentric video understanding with diverse task perspectives,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Hier-egopack: Hierarchical egocentric video understanding with diverse task perspectives,
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3062e5b6-9dfd-4c90-876c-a06af031dc4d · outbound
This paper cites Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets
Reference 81
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.149055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9957af5d-bb0f-4d25-a5f3-838265ce4a72 · outbound
This paper cites Lvos: A benchmark for large-scale long-term video object segmentation,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Lvos: A benchmark for large-scale long-term video object segmentation,
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd2e873d-1e55-48ee-9dca-7ed7284483c2 · outbound
This paper cites Wild- video: Benchmarking lmms for understanding video-language interac- tion,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Wild- video: Benchmarking lmms for understanding video-language interac- tion,
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abf91a47-c61f-4aac-a7c3-05e74b05baf9 · outbound
This paper cites A survey on video temporal grounding with multimodal large language model,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams A survey on video temporal grounding with multimodal large language model,
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a690608-de23-42a1-b9d5-69b565545202 · outbound
This paper cites Timechat-online: 80% visual tokens are naturally redundant in streaming videos,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Timechat-online: 80% visual tokens are naturally redundant in streaming videos,
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd15ff1d-8407-4534-bb3b-6eae7f33d5d1 · outbound
This paper cites Videollamb: Long streaming video understanding with recurrent memory bridges,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Videollamb: Long streaming video understanding with recurrent memory bridges,
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0abc7edd-b519-4f5f-9ac9-331232039582 · outbound
This paper cites Evaluation by moments: Past and future,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Evaluation by moments: Past and future,
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ec4503-77ed-43ad-a76a-877f36af7609 · outbound
This paper cites Ldre: Llm-based diver- gent reasoning and ensemble for zero-shot composed image retrieval,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Ldre: Llm-based diver- gent reasoning and ensemble for zero-shot composed image retrieval,
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 705236a4-f2cf-4dce-9ca9-6805022915cc · outbound
This paper cites Seman- tic editing increment benefits zero-shot composed image retrieval,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Seman- tic editing increment benefits zero-shot composed image retrieval,
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8513b66c-7f58-4cce-a5b5-b0fb7094c7be · outbound
This paper cites Visual instruction tuning,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Visual instruction tuning,
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0186bb1-275d-4156-b913-c06e03da4361 · outbound
This paper cites Streamingcot: A dataset for temporal dynamics and multimodal chain- of-thought reasoning in streaming videoqa,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Streamingcot: A dataset for temporal dynamics and multimodal chain- of-thought reasoning in streaming videoqa,
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cabb546d-af1a-46f3-8abe-4ff690e6b441 · outbound
This paper cites Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:38:56.151854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 40caaa14-d8ec-4074-a426-ddab0dadf133 · outbound
This paper cites InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling
Reference 93
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.157736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bb3f9e80-9305-4707-9787-b669bfae4b17 · outbound
This paper cites InternLM2 Technical Report.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams InternLM2 Technical Report
Reference 94
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.181360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1138aca4-a08e-4f88-8c33-79fdb5d1b957 · outbound
This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)
Reference 95
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.129188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0f42cb28-47d0-458d-933f-f909572168a9 · outbound
This paper cites Qwen2.5-VL Technical Report.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Qwen2.5-VL Technical Report
Reference 96
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:38:56.137610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5ec331c7-0732-4199-b0e4-6caacad6680a · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Judging llm-as-a-judge with mt-bench and chatbot arena,
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cd7f72c-2c80-4c72-924f-9376be71d0e2 · outbound
This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams G-eval: Nlg evaluation using gpt-4 with better human alignment,
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T01:12:46.295455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bca9ac5-1dbd-4e0f-b11c-555f3302df39 · outbound
This paper cites Longvideobench: A benchmark for long-context interleaved video-language understanding,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Longvideobench: A benchmark for long-context interleaved video-language understanding,
Reference 99
- Resolution
- unresolved
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Observation 9d01f371-dd3b-4133-b7e5-095cbc80e3d0 · outbound
This paper cites Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis,.
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis,
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