Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T02:29:42.157339Z
Paper Citation Record · LEDGER
PresentAgent-2: Towards Generalist Multimodal Presentation Agents
As of 3 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2605.11363.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:44:26.876152Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
40 of 40 outbound references displayed
- verified exact24
- verified fuzzy15
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation dadcfd4b-e521-4cf0-a5f7-c6dbd12b7147 · outbound
This paper cites Paper2poster: Towards multimodal poster automation from scientific papers,.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Paper2poster: Towards multimodal poster automation from scientific papers,
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.469529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dca908e0-3930-44ee-bc54-25c4166f53c7 · outbound
This paper cites Presentagent: Multimodal agent for presentation video generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Presentagent: Multimodal agent for presentation video generation
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.757200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bf28b32b-a132-46a0-a0c1-93e7cac92259 · outbound
This paper cites Q., and Shou, M.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Q., and Shou, M
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T02:32:06.475438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation cc8e9da5-6959-4f1c-9338-4917e45097e1 · outbound
This paper cites VideoAgent: Personalized Synthesis of Scientific Videos.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents VideoAgent: Personalized Synthesis of Scientific Videos
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.466432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ebd0c220-9ded-4d65-92c2-c9d60055bc7f · outbound
This paper cites Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.472581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 72818650-064f-4dcc-9249-215894a13ad0 · outbound
This paper cites Pptagent: Generating and evaluating presentations beyond text-to-slides.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Pptagent: Generating and evaluating presentations beyond text-to-slides
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.762408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ab4f3b05-932f-4b06-b539-01fd8e637cc3 · outbound
This paper cites Auto- Slides: An interactive multi-agent system for creating and customizing research presentations.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Auto- Slides: An interactive multi-agent system for creating and customizing research presentations
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.478070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 371d8d01-54df-4256-8870-04a5cf958f9c · outbound
This paper cites Node-based editing for multimodal generation of text, audio, image, and video.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Node-based editing for multimodal generation of text, audio, image, and video
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.480754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3d7b7d1c-4e97-49d1-9e0f-205daa78cebf · outbound
This paper cites PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.483612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e91fb8d3-1b09-4292-9d6b-8aa21c96918c · outbound
This paper cites Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.441607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b49932d2-ed43-4638-8890-6fc98df6d966 · outbound
This paper cites Autopresent: Designing structured visuals from scratch.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Autopresent: Designing structured visuals from scratch
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.695161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f0312a9d-97e9-4134-bf10-12baeb471f50 · outbound
This paper cites Infinity parser: Layout aware reinforcement learning for scanned document parsing.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Infinity parser: Layout aware reinforcement learning for scanned document parsing
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.415184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f796951f-2d8a-4733-b4bb-edcb5d882a95 · outbound
This paper cites Doc2ppt: Automatic presen- tation slides generation from scientific documents.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Doc2ppt: Automatic presen- tation slides generation from scientific documents
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.708349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 42ef8323-5ca5-41b8-8b66-f24bdc886cb5 · outbound
This paper cites Slides agent: An intelligent agent for creating and analyzing presentations using large.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Slides agent: An intelligent agent for creating and analyzing presentations using large
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.690919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 74429580-9ced-489c-a3c5-6da378344b90 · outbound
This paper cites SlideGen: Collabo- rative multimodal agents for scientific slide generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents SlideGen: Collabo- rative multimodal agents for scientific slide generation
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.407697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 59329108-f988-4074-b80f-c1983545e8b7 · outbound
This paper cites Presenting a paper is an art: Self-improvement aesthetic agents for academic presentations.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Presenting a paper is an art: Self-improvement aesthetic agents for academic presentations
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.457138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation cf498312-75c4-42dd-92e9-6958df28398c · outbound
This paper cites Gpt4tools: Teaching large language model to use tools via self-instruction.Advances in Neural Information Processing Systems, 36:71995–72007.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Gpt4tools: Teaching large language model to use tools via self-instruction.Advances in Neural Information Processing Systems, 36:71995–72007
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.727964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c0c735ad-5fb9-4cee-b0d3-93f8f5adc520 · outbound
This paper cites MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T01:17:58.977376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ca5e12fd-76b9-45a0-9e7f-7bd3e36c8ec3 · outbound
This paper cites Os-genesis: Automating gui agent trajectory construction via reverse task synthesis.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Os-genesis: Automating gui agent trajectory construction via reverse task synthesis
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.680217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 72a6e0f9-afd5-412c-990e-12fad2d59c2d · outbound
This paper cites VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.435877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e788e6dc-dcf5-4cb9-b020-29fe7d053bc7 · outbound
This paper cites Phyt2v: Llm-guided iterative self- refinement for physics-grounded text-to-video generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Phyt2v: Llm-guided iterative self- refinement for physics-grounded text-to-video generation
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.738177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9a6fdb57-0869-4d03-92ee-a2f67503722a · outbound
This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.444424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2f886056-ac37-44db-abbc-fb5d28659806 · outbound
This paper cites Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.447724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5d738567-e7c6-46ff-91ca-6589dbf51a03 · outbound
This paper cites Qwen3.5-Omni Technical Report.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Qwen3.5-Omni Technical Report
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.418990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f6643a88-8a2c-42d7-8a54-82467eabc718 · outbound
This paper cites Motion Anything: Any to Motion Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Motion Anything: Any to Motion Generation
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.423233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 497a87b8-55f1-42c9-9016-e07f2be068d3 · outbound
This paper cites InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.430047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 192b69c6-c65c-4666-9e76-c46796326fb2 · outbound
This paper cites KMM: Key Frame Mask Mamba for Extended Motion Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents KMM: Key Frame Mask Mamba for Extended Motion Generation
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.463488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 39adb5c7-7403-4651-b8b3-72cef9de1c0f · outbound
This paper cites Motion mamba: Efficient and long sequence motion generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Motion mamba: Efficient and long sequence motion generation
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.685930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 629962e1-8b72-465e-ae00-3cdf44883a88 · outbound
This paper cites Evaluating object hallucination in large vision-language models.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Evaluating object hallucination in large vision-language models
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.699752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4bcdc1dd-94f4-4e24-ac6f-01404c611947 · outbound
This paper cites Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications, 16(1):7866.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications, 16(1):7866
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.720574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7479da98-217e-44fa-a73a-b5e9b42c56b1 · outbound
This paper cites Mavis: A multi-agent framework for long-sequence video storytelling.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Mavis: A multi-agent framework for long-sequence video storytelling
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.748374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 073d4230-c1cc-4e16-9ade-febcb4b5aecb · outbound
This paper cites Multimodal content alignment with llm for visual presentation of papers.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Multimodal content alignment with llm for visual presentation of papers
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.673644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation beb96f69-932c-425c-b445-7a1bdeb29323 · outbound
This paper cites PreGenie: An Agentic Framework for High-quality Visual Presentation Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.453852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation da205164-c5ba-401f-a8c7-a3238b697d56 · outbound
This paper cites Present- coach: Dual-agent presentation coaching through exemplars and interactive feedback.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Present- coach: Dual-agent presentation coaching through exemplars and interactive feedback
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.460526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9ffebeec-3f56-426a-8cb1-7dddfbadebf8 · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Emerging Properties in Unified Multimodal Pretraining
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.426637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8c6ce789-a5c0-4e4a-889c-b4dc7ac5ed4b · outbound
This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T02:32:06.438819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 248d91e6-138a-4823-9b10-dbb823043333 · outbound
This paper cites Showui: One vision-language-action model for gui visual agent.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Showui: One vision-language-action model for gui visual agent
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.743426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation eb0ae429-ec71-4d5e-aea3-5c5c84b69a8e · outbound
This paper cites VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.450743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c1cd4cc8-e650-4584-975c-21b4dfa43538 · outbound
This paper cites Videostudio: Generating consistent-content and multi-scene videos.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents Videostudio: Generating consistent-content and multi-scene videos
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T13:02:49.668443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4de520cb-cae8-439d-bf54-36ae52f0b2c4 · outbound
This paper cites LLM-grounded Video Diffusion Models.
PresentAgent-2: Towards Generalist Multimodal Presentation Agents LLM-grounded Video Diffusion Models
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T02:32:06.411311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
Observation 06151ab6-5875-475d-8f3d-03475fa27c04 · inbound
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog cites this paper.
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog PresentAgent-2: Towards Generalist Multimodal Presentation Agents
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T08:44:26.876152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.