REPOGEO REPORT · LITE
lixus7/Time-Series-Works-Conferences
Default branch main · commit 6afa202d · scanned 6/14/2026, 1:03:05 AM
GitHub: 961 stars · 96 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface lixus7/Time-Series-Works-Conferences, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Add a clear 'Purpose' section at the top of the README
Why:
CURRENTThe README currently starts with '## About Me (Du Yin)' after the main title.
COPY-PASTE FIXAdd a section immediately after the main title, e.g., '## Purpose This repository serves as a comprehensive, curated summary of recent and impactful time-series research works presented at top computer science conferences (e.g., NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE). It aims to provide researchers and students with a centralized resource for understanding cutting-edge advancements in time-series analysis and deep learning.'
- mediumhomepage#2Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIXhttps://github.com/lixus7/Time-Series-Works-Conferences
- lowtopics#3Add more descriptive topics to clarify the repo's nature as a research summary
Why:
CURRENTaccident-detection, anomaly-detection, deep-learning, demand-forecasting, location, multivariate-timeseries, paper-list, probabilistic-models, spatio-temporal, spatio-temporal-data, spatio-temporal-modeling, spatio-temporal-prediction, time-series, time-series-forecasting, time-series-imputation, time-series-prediction, traffic-prediction, travel-time-prediction
COPY-PASTE FIXaccident-detection, anomaly-detection, deep-learning, demand-forecasting, location, literature-review, multivariate-timeseries, paper-list, probabilistic-models, research-summary, spatio-temporal, spatio-temporal-data, spatio-temporal-modeling, spatio-temporal-prediction, time-series, time-series-forecasting, time-series-imputation, time-series-prediction, traffic-prediction, travel-time-prediction
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Papers With Code · recommended 1×
- NeurIPS · recommended 1×
- ICML · recommended 1×
- ICLR · recommended 1×
- KDD · recommended 1×
- CATEGORY QUERYWhere can I find a summary of recent time series research from top conferences?you: not recommendedAI recommended (in order):
- Papers With Code
- NeurIPS
- ICML
- ICLR
- KDD
- ACM Digital Library
- AAAI
- IJCAI
- AAAI Digital Library
- arXiv.org
- GitHub
- The Batch
- DeepLearning.AI
- Two Minute Papers
- Yannic Kilcher
- Google Scholar
- Semantic Scholar
AI recommended 19 alternatives but never named lixus7/Time-Series-Works-Conferences. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are the cutting-edge deep learning techniques for spatio-temporal data and forecasting?you: not recommendedAI recommended (in order):
- DCRNN
- STGCN
- ASTGCN
- Informer
- Autoformer
- PatchTST
- FNO
- PINNs
AI recommended 8 alternatives but never named lixus7/Time-Series-Works-Conferences. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of lixus7/Time-Series-Works-Conferences?passAI did not name lixus7/Time-Series-Works-Conferences — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts lixus7/Time-Series-Works-Conferences in production, what risks or prerequisites should they evaluate first?passAI named lixus7/Time-Series-Works-Conferences explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo lixus7/Time-Series-Works-Conferences solve, and who is the primary audience?passAI did not name lixus7/Time-Series-Works-Conferences — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of lixus7/Time-Series-Works-Conferences. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
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lixus7/Time-Series-Works-Conferences — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite