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Haifeng Chen — most-cited papers & profile · Time Series
← authors
·
overview
Haifeng Chen
47
papers ·
1944
citations ·
9
h-index
Beihua University · University of Electronic Science and Technology of China · Hebei University of Technology · Jilin Vocational College of Industry and Technology · Xi’an University of Posts and Telecommunications
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Most-cited papers
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
2017 · 1337 citations
Multi-modal Time Series Analysis: A Tutorial and Survey
2025 · 54 citations
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
2021 · 51 citations
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
2023 · 35 citations
TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
2025 · 6 citations
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
2025 · 2 citations
xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
2025
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
2025
Top co-authors
Wei Cheng
· 6
Wenchao Yu
· 5
Geon Lee
· 2
Kijung Shin
· 2
Yanchi Liu
· 2
Anderson Schneider
· 1
Hui Xiong
· 1
Lei Chen
· 1
Ming Jin
· 1
Minhua Lin
· 1
Qingsong Wen
· 1
Shirui Pan
· 1
Topics
Foundation Models
Domain — Finance
Domain — Energy/Weather
Domain — Healthcare
Transformer Forecasters
Anomaly Detection
Probabilistic