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
Tianpu Zhang — most-cited papers & profile · Time Series
← authors
·
overview
Tianpu Zhang
6
papers ·
0
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-graph Spatio-temporal Graph Convolutional Network for Traffic Flow Prediction
2023
Phased Deep Spatio-temporal Learning for Highway Traffic Volume Prediction
2023
Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation
2023
STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction
2023
Top co-authors
Weilong Ding
· 4
Mengda Xing
· 2
Jianwu Wang
· 1
Maoxiang Sun
· 1
Zhe Wang
· 1
Zhuofeng Zhao
· 1
Zijian Liu
· 1
Topics
cs.LG
cs.AI
cs.GR