Guanchao Feng

Most-cited papers

Electrocorticography reveals thalamic control of cortical dynamics following traumatic brain injury
S. Mofakham, Adam Fry, Joseph Adachi, Patricia Stefancin +7 more
2021Communications Biology30 citations Open access
Semantic Scholar
Supervised and Unsupervised Learning of Fetal Heart Rate Tracings with Deep Gaussian Processes
Guanchao Feng, J. Quirk, Petar M. Djurić
20182018 14th Symposium on Neural Networks and Applications (NEUREL)27 citations
Semantic Scholar
On Causal Discovery With Convergent Cross Mapping
Kurt Butler, Guanchao Feng, P. Djurić
2023IEEE Transactions on Signal Processing20 citations
Semantic Scholar
Recovery of missing samples in fetal heart rate recordings with Gaussian processes
Guanchao Feng, J. Quirk, Petar M. Djurić
2017European Signal Processing Conference20 citations
Semantic Scholar
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations
Semantic Scholar
A Differential Measure of the Strength of Causation
Kurt Butler, Guanchao Feng, P. Djurić
2022IEEE Signal Processing Letters9 citations Open access
Semantic Scholar
Improving Open-Set Recognition with Bayesian Metric Learning
Tong Chen, Guanchao Feng, P. Djurić
2024IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
Semantic Scholar
Detecting Causality using Deep Gaussian Processes
Guanchao Feng, J. Quirk, Petar M. Djurić
2019Asilomar Conference on Signals, Systems and Computers8 citations Open access
Semantic Scholar
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan +1 more
2021IEEE journal of biomedical and health informatics7 citations
Semantic Scholar
INFERENCE ABOUT CAUSALITY FROM CARDIOTOCOGRAPHY SIGNALS USING GAUSSIAN PROCESSES
Guanchao Feng, J. Quirk, Petar M. Djurić
2019IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations Open access
Semantic Scholar
Explainable Learning with Gaussian Processes
Kurt Butler, Guanchao Feng, P. Djurić
2024arXiv.org5 citations
Semantic Scholar
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings
Guanchao Feng, J. Quirk, Cassandra Heiselman, P. Djurić
2020European Signal Processing Conference5 citations Open access
Semantic Scholar
Cardiotocography analysis by empirical dynamic modeling and Gaussian processes
Guanchao Feng, Cassandra Heiselman, J. Quirk, Petar M. Djurić
2023Frontiers in Bioengineering and Biotechnology4 citations Open access
Semantic Scholar
DISCOVERING CAUSALITIES FROM CARDIOTOCOGRAPHY SIGNALS USING IMPROVED CONVERGENT CROSS MAPPING WITH GAUSSIAN PROCESSES
Guanchao Feng, J. Quirk, Petar M. Djurić
2020IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations Open access
Semantic Scholar
Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing
Kurt Butler, Guanchao Feng, Petar M. Djurić
2025IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations
Semantic Scholar
Measuring Strength of Joint Causal Effects
Kurt Butler, Guanchao Feng, P. Djurić
2024IEEE Transactions on Signal Processing3 citations Open access
Semantic Scholar
IMPROVING PHASE-RECTIFIED SIGNAL AVERAGING FOR FETAL HEART RATE ANALYSIS
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Quirk +1 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations Open access
Semantic Scholar
EXTRACTING INTERPRETABLE FEATURES FOR FETAL HEART RATE RECORDINGS WITH GAUSSIAN PROCESSES
Guanchao Feng, J. Quirk, Petar M. Djurić
2019IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing3 citations Open access
Semantic Scholar
Trustworthy Prediction with Gaussian Process Knowledge Scores
Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djurić
2025European Signal Processing Conference1 citations Open access
Semantic Scholar
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes
Kurt Butler, Guanchao Feng, Charles B. Mikell, S. Mofakham +1 more
2022European Signal Processing Conference1 citations
Semantic Scholar
Speech Changes After Transcranial Direct Current Stimulation in Individuals Diagnosed With Parkinson's Disease
Ciara Leydon, Kaitlin Brooks, Guanchao Feng, David T. Hsu +2 more
2022Perspectives of the ASHA Special Interest Groups1 citations
Semantic Scholar
RF-based Analytics Generated by Tag-to-tag Networks
M. Stanaćević, Yasha Karimi, Guanchao Feng, Jihoon Ryoo +3 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations
Semantic Scholar
State Space Clustering for Interpretable Fetal Heart Rate Characterization
Tong Chen, Guanchao Feng, Kurt Butler, Cassandra Heiselman +1 more
2026IEEE International Conference on Acoustics, Speech, and Signal Processing0 citations Open access
Semantic Scholar
Online Causal Inference under Interventions: A Modular Bayesian Framework
Kurt Butler, Guanchao Feng, Petar M. Djurić
2025Asilomar Conference on Signals, Systems and Computers0 citations Open access
Semantic Scholar
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Quirk +1 more
2023European Signal Processing Conference0 citations
Semantic Scholar
Characterizing Fetal Heart Rate From A State Space Perspective
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Quirk +1 more
2022European Signal Processing Conference0 citations
Semantic Scholar