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Zepu Wang — most-cited papers & profile · Time Series
← authors
·
overview
Zepu Wang
8
papers ·
38
citations ·
4
h-index
University of Washington · California University of Pennsylvania · Duke Kunshan University · University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting
2023 · 15 citations
Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks
2024 · 9 citations
Unlocking the Power of LSTM for Long Term Time Series Forecasting
2024 · 8 citations
TSI-Bench: Benchmarking Time Series Imputation
2024 · 6 citations
Decorrelating the Future: Joint Frequency Domain Learning for Spatio-temporal Forecasting
2026
Event-CausNet: Unlocking Causal Knowledge from Text with Large Language Models for Reliable Spatio-Temporal Forecasting
2025
Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks
2024
Top co-authors
Peng Sun
· 5
Yuqi Nie
· 3
Qingsong Wen
· 2
Xiaobo Ma
· 2
Yuxuan Liang
· 2
B. Aditya Prakash
· 1
Ban
· 1
Bowen Liao
· 1
Fanxing Liu
· 1
Haoxin Liu
· 1
Huajie Yang
· 1
H. Vincent Poor
· 1
Topics
Linear & Patch Models
Foundation Models
Probabilistic
cs.NI
Transformer Forecasters
Domain — Energy/Weather
Anomaly Detection
stat.ML