Awesome Time Series
Papers
Topics
Trending
Leaderboards
Authors
Datasets
Learn
Ask AI
Map
Tools
Packs
News
Videos
All sections
Browse
Papers
The full index, filterable and sortable.
Topics
The same papers grouped by subject tag.
Trending
What moved this week, and by how much.
Authors
Who publishes here, and who they publish with.
Map
The collection laid out by embedding similarity.
Compare
Leaderboards
Benchmark tables, with the paper behind each number.
Datasets
The datasets these papers train and evaluate on.
Tools
Code and libraries released alongside the papers.
Read
Learn
Ordered routes from background reading to current work.
Ask AI
Ask a question and get answers cited to these papers.
Videos
The most-watched talks and lectures in this field.
Packs
Short curated sets built around one question.
Follow
News
Press and coverage tied back to the papers.
Blogs
Author and lab write-ups of their own work.
Newsletter
Email digest of what changed, on a schedule.
Research Radar
Paste an abstract, get matches across every collection.
Yours
Saved
Papers you bookmarked in this browser.
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
Ask AI
Nan Zhang — most-cited papers & profile · Time Series
← authors
·
overview
Nan Zhang
32
papers ·
5
citations ·
0
h-index
Mayo Clinic Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework
2025
A Causal Inference Approach to Measure the Vulnerability of Urban Metro Systems
2020
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction
2024
Top co-authors
Daniel J. Graham
· 2
Daniel H\"orcher
· 1
Duxin Chen
· 1
Lu Dong
· 1
Prateek Bansal
· 1
Qiang Qu
· 1
Qian Zhang
· 1
Shuang Li
· 1
Xiaoming Chen
· 1
Yinhai Wang
· 1
Ziyuan Pu
· 1
Zongyou Yu
· 1
Topics
cs.CV
cs.AI
cs.MM
Uncategorized
cs.LG
stat.ML