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Naiqi Li — most-cited papers & profile · Time Series
← authors
·
overview
Naiqi Li
5
papers ·
10
citations ·
6
h-index
Tsinghua–Berkeley Shenzhen Institute · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
2024 · 5 citations
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
2024 · 4 citations
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
2025 · 1 citations
Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting
2026
WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting
2023
Top co-authors
Peiyuan Liu
· 5
Shu-Tao Xia
· 5
Tao Dai
· 5
Jigang Bao
· 3
Yifan Hu
· 3
Beiliang Wu
· 2
Yong Jiang
· 2
and Shirui Pan
· 1
Dawei Cheng
· 1
Disen Lan
· 1
Fengmao Lei
· 1
Guibin Zhang
· 1
Topics
Transformer Forecasters
Domain — Finance
Linear & Patch Models
Foundation Models
stat.ML
Domain — Energy/Weather