Yila AI 研究助理正式發布：全方位文獻搜尋、寫作與資料分析工具

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Literature

Research Gap Check Test whether a topic is open and feasibleLiterature Search Search all major academic databases at oncePaper Triage Screen which papers are worth readingLiterature Review Reads 50+ papers, drafts with citationsBilingual Reading Read papers line by line, side by sidePaper Evidence Card A structured deep read of one paperEvidence Matrix Compare evidence across papers

Writing

Section Writing Turn results and notes into sectionsJournal Polish Polish prose for your target journalTypesetting Auto-format to journal templates

Data Analysis

Research Design Turn a question into an executable planData Analysis Upload data, auto-check and analyzeData Exploration See distributions and quality at a glanceStats + Write-up From statistical tests to written results

Presentation

Scientific Figures Professional figures from one sentenceAcademic Poster Upload a paper, get a posterSlides An editable PPTX for a talk, a lecture, or a defense.

All agents

Tools

Chat with PDF Ask a paper questions; answers point to the pageCitation Generator APA, MLA, IEEE and 2,800+ styles, free

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User Cases

Official collection Curated research tasks with step-by-step replaysFrom users Real tasks shared voluntarily by usersPublications Research published with Yila · share yours for a free month

Resources

Blog Product notes and research writingScientific visualization library Journal-style figures you can send to the workbench

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The Codex for research every field, every stage
# Research starts here.

Ask a research question, paste a paper URL, or describe the draft you need...

Literature Search Literature Review Scientific Figure Academic Poster

Slides Paper Typesetting Data Analysis Patents More

• Every claim traced to a source
• Private by default
• Built for researchers

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Recent 3

ICML Spotlight Readers are reviewers and poster-session colleagues.Red method panels Readers are methods-group colleagues.Royal blue theory Readers are theory-group colleagues.

Read grounding-dino.pdf

Readers are reviewers and poster-session colleagues. Use the ICML Spotlight three-column grid so theory, experiments, and interpretability sit side by side. Do not change the template zones.

I will read the paper structure and figures, then lay the evidence into the Spotlight grid without moving the zones.

Working 4s

Analyzing 6s

icml-spotlight-poster.png Academic poster · PNG

The academic poster is ready

icml-spotlight-poster.png. The three-column grid is kept: problem and contribution, method, and results. Copy and figures follow the paper; template zones are unchanged.

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Recent 13

Lab meeting Turn this paper into a lab-meeting deck for our research group.Thesis opening This is my M.Research report From the research notes we compiled, make a report deck for the lab group.Conference talk I have a 12-minute oral slot.Climate report The agency needs a briefing on the climate analytics platform.Cyber defense plan The security committee wants the cloud-defense plan.History defense This is a history thesis defense.Diagnostics network report Partner labs and payers need the diagnostics-network briefing.Pitch deck We pitch publishers on a new IP.Courseware This Pureess Online live class has to stay interactive.Jaguar anatomy This wildlife hour is for younger students.Pharma operations report Leadership wants an operations briefing.Industrial supply chain The supply-chain committee wants the OS deck.

Turn this paper into a lab-meeting deck for our research group. Keep the architecture figure and the experimental results.

Read Grounding_DINO.pdf

I'll read the paper, then build a lab-meeting deck with speaker notes.

Working 4s

Analyzing 6s

slides.pptx 9 pages

The deck is ready

slides.pptx — 9 editable PowerPoint slides. Each page has speaker notes covering motivation, architecture, and zero-shot results.

Speaker notes · page 1

Opening for an internal lab meeting: Grounding DINO — marrying DINO with grounded pre-training for open-set object detection. The author list spans Tsinghua, IDEA, HKUST, CUHK (Shenzhen), Microsoft Research, and SCUT.

Edit whole file Edit this page

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Recent 7

Leaf cross-section Still missing the leaf cross-section for the plant physio chapter.CRISPR knockout screen Need a knockout-screen flowchart for methods.Microfluidic chip setup Chip setup figure has been sitting for a while.Confocal optical path Light-path figure still empty.Journal mechanism figure Still missing the overview figure.Sample-to-result workflow Need a pipeline figure for the drug-path page.Notch signaling Need a Notch pathway figure for lab meeting.

Read leaf-anatomy-notes.docx

Still missing the leaf cross-section for the plant physio chapter. Layers and stomata as in the draft.

I'll check the layers from cuticle to stoma and the three parts of the bundle, then draw the section without adding tissues that are not there.

Working 4s

Analyzing 6s

leaf-cross-section.png Journal figure · PNG

The leaf section follows the draft

leaf-cross-section.png. Epidermis and mesophyll layers, the vascular bundle (sheath / xylem / phloem), and guard-cell gas exchange. No tissues or fluxes beyond the draft.

P leaf-cross-section.png

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Turn this paper into a lab-meeting deck for our research group. Keep the architecture figure and the experimental results.

Read Grounding_DINO.pdf

I'll read the paper, then build a lab-meeting deck with speaker notes.

Working 4s

Analyzing 6s

slides.pptx 9 pages

The deck is ready

slides.pptx — 9 editable PowerPoint slides. Each page has speaker notes covering motivation, architecture, and zero-shot results.

Speaker notes · page 1

Opening for an internal lab meeting: Grounding DINO — marrying DINO with grounded pre-training for open-set object detection. The author list spans Tsinghua, IDEA, HKUST, CUHK (Shenzhen), Microsoft Research, and SCUT.

Edit whole file Edit this page

Trusted by researchers at institutions around the world

Built for real research.Built for real research.

Turn data into reusable research evidence Turn data into reusable research evidence

Upload a CSV or XLSX and Yila profiles the data first, chooses an analysis path for your question, and returns clear results, professional charts, and reusable files.Upload a CSV or XLSX and Yila profiles the data first, chooses an analysis path for your question, and returns clear results, professional charts, and reusable files.

Profile the data before analyzing+−

Use a method that answers the question+−

Deliver charts, results, and reusable code+−

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Generate a scientific figure from one prompt Generate a scientific figure from one prompt

Describe a mechanism, workflow, or scientific concept and quickly generate a polished figure for papers and academic slides, ready for further refinement.Describe a mechanism, workflow, or scientific concept and quickly generate a polished figure for papers and academic slides, ready for further refinement.

Create figures in natural language+−

Edit directly in your browser+−

Export files that stay editable+−

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Literature reviews grounded in full papers Literature reviews grounded in full papers

Yila searches and reads 50+ full papers, compares methods, findings, and evidence strength, then drafts a citation-backed review you can keep editing — not an encyclopedia-style summary.Yila searches and reads 50+ full papers, compares methods, findings, and evidence strength, then drafts a citation-backed review you can keep editing — not an encyclopedia-style summary.

Reads 50+ full papers+−

Synthesizes themes, methods, and gaps+−

Drafts with citations and editable structure+−

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Upload a paper. Generate an academic poster.Upload a paper.Generate an academic poster.

Choose a template and upload your paper. Yila distills the research question, methods, and key results into a polished academic poster built for conference presentation.Choose a template and upload your paper. Yila distills the research question, methods, and key results into a polished academic poster built for conference presentation.

Choose a poster template+−

Turn a full paper into a clear story+−

Keep editing and export when ready+−

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Upload a paper. Get a presentation-ready deck.Upload a paper.Get a presentation-ready deck.

Upload your research paper and Yila maps out the argument, plans the narrative, and turns the background, methods, results, and conclusions into slides ready to present.Upload your research paper and Yila maps out the argument, plans the narrative, and turns the background, methods, results, and conclusions into slides ready to present.

Structure and narrative, planned for you+−

Figures and takeaways on every slide+−

Export an editable PowerPoint+−

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Find the papers that matter, faster Find the papers that matter,faster

Describe your topic and Yila searches trusted scholarly databases, builds a quality-ranked candidate pool, and delivers verified papers with abstracts, citation signals, and key findings.Describe your topic and Yila searches trusted scholarly databases, builds a quality-ranked candidate pool, and delivers verified papers with abstracts, citation signals, and key findings.

Every major scholarly source in one query+−

Quality signals up front+−

Verified papers, never invented citations+−

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Format your paper the way its rules actually require Format your paper the way its rules actually require

Upload the manuscript together with whatever governs its formatting — a thesis guide, a journal requirement, a Word template, a LaTeX kit, or just the venue name. Yila works out which file is which, then delivers the format that recipient can actually use.Upload the manuscript together with whatever governs its formatting — a thesis guide, a journal requirement, a Word template, a LaTeX kit, or just the venue name. Yila works out which file is which, then delivers the format that recipient can actually use.

The rules choose the format, not a preset+−

Tables, figures, and equations carried over intact+−

Told what was checked, and what was not+−

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Product

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• Citation Generator
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• Paper Triage & Reading Queue
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• Multi-paper Evidence Matrix

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