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Yike Guo — most-cited papers & profile · Time Series
← authors
·
overview
Yike Guo
77
papers ·
5
citations ·
67
h-index
Hong Kong University of Science and Technology · Zhengzhou University · NIHR Imperial Biomedical Research Centre · Zhengzhou Central Hospital · Imperial College London · University of Hong Kong
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Most-cited papers
Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing
2026
Perception, Understanding and Reasoning, A Multimodal Benchmark for Video Fake News Detection
2025
AudioX: A Unified Framework for Anything-to-Audio Generation
2025
Audio-FLAN: An Instruction-Following Dataset for Unified Audio Understanding and Generation of Speech, Music, and Sound
2025
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
2017
Deep Sequence Learning with Auxiliary Information for Traffic Prediction
2018
An Epidemiological Modelling Approach for Covid19 via Data Assimilation
2020
Adversarially trained LSTMs on reduced order models of urban air pollution simulations
2021
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations
2021
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
2023
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
2024
Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement
2024
Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data
2024
Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
2024
Top co-authors
Rossella Arcucci
· 5
Ruibin Yuan
· 4
Wei Xue
· 4
Zeyue Tian
· 3
C\'esar Quilodr\'an-Casas
· 2
Chao Wu
· 2
Christopher Pain
· 2
Emmanouil Benetos
· 2
Ge Zhang
· 2
Hao Sun
· 2
Jiahao Pan
· 2
Ji-Rong Wen
· 2
Topics
cs.AI
cs.LG
cs.SD
cs.CV
eess.AS
cs.MM
cs.CL
Domain — Healthcare
Domain — Energy/Weather
Uncategorized