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2020 – today
- 2024
[j5]Xiaowu Sun
, Yasser Shoukry:
Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks. IEEE Trans. Robotics 40: 2749-2768 (2024)- [c10]Xiaowu Sun, Theofilos Belmpas, Ortal Yona Senouf, Emmanuel Abbe, Pascal Frossard, Bernard De Bruyne, Olivier Muller, Stéphane Fournier, Thabo Mahendiran, Dorina Thanou:
Graph Neural Network based Future Clinical Events Prediction from Invasive Coronary Angiography. ISBI 2024: 1-5 - 2023
- [j4]Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir:
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27(7): 3302-3313 (2023) - 2022
- [b1]Xiaowu Sun:
Safe Learning and Verification of Neural Network Controllers for Autonomous Systems. University of California, Irvine, USA, 2022 - [c9]Xiaowu Sun, Yasser Shoukry:
NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CDC 2022: 2905-2910 - [c8]Li-Hsin Cheng, Xiaowu Sun, Rob J. van der Geest:
Contrastive Learning for Echocardiographic View Integration. MICCAI (4) 2022: 340-349 - [c7]Xiaowu Sun, Li-Hsin Cheng, Sven Plein, Pankaj Garg, Rob J. van der Geest:
Transformer Based Feature Fusion for Left Ventricle Segmentation in 4D Flow MRI. MICCAI (5) 2022: 370-379 - [c6]Xiaowu Sun, Li-Hsin Cheng, Rob J. van der Geest:
Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification. STACOM@MICCAI 2022: 476-484 - [i6]Xiaowu Sun, Yasser Shoukry:
Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks. CoRR abs/2210.05180 (2022) - 2021
- [c5]Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry:
Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach. CDC 2021: 2963-2968 - [c4]Xiaowu Sun, Li-Hsin Cheng, Rob J. van der Geest:
Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center. STACOM@MICCAI 2021: 241-249 - [i5]Xiaowu Sun, Yasser Shoukry:
Provably Correct Training of Neural Network Controllers Using Reachability Analysis. CoRR abs/2102.10806 (2021) - [i4]Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry:
Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach. CoRR abs/2109.01255 (2021) - [i3]Xiaowu Sun, Yasser Shoukry:
NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CoRR abs/2111.08853 (2021) - 2020
- [j3]Daniel Gerzhoy, Xiaowu Sun, Michael Zuzak, Donald Yeung:
Nested MIMD-SIMD Parallelization for Heterogeneous Microprocessors. ACM Trans. Archit. Code Optim. 16(4): 48:1-48:27 (2020) - [c3]James Ferlez, Xiaowu Sun, Yasser Shoukry:
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems. CDC 2020: 2198-2203 - [i2]James Ferlez, Xiaowu Sun, Yasser Shoukry:
Two-Level Lattice Neural Network Architectures for Control of Nonlinear Systems. CoRR abs/2004.09628 (2020)
2010 – 2019
- 2019
- [c2]Xiaowu Sun, Haitham Khedr, Yasser Shoukry:
Formal verification of neural network controlled autonomous systems. HSCC 2019: 147-156 - [c1]Xiaowu Sun, Rohitkrishna Nambiar, Matthew Melhorn, Yasser Shoukry, Pierluigi Nuzzo:
DoS-Resilient Multi-Robot Temporal Logic Motion Planning. ICRA 2019: 6051-6057 - 2018
- [j2]Lizhen Liu, Xiaowu Sun, Wei Song, Chao Du:
A Method for Predicting Protein Complexes from Dynamic Weighted Protein-Protein Interaction Networks. J. Comput. Biol. 25(6): 586-605 (2018) - [i1]Xiaowu Sun, Haitham Khedr, Yasser Shoukry:
Formal Verification of Neural Network Controlled Autonomous Systems. CoRR abs/1810.13072 (2018) - 2014
- [j1]Ying P. Tabak, Xiaowu Sun, Carlos M. Nunez, Richard S. Johannes:
Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS). J. Am. Medical Informatics Assoc. 21(3): 455-463 (2014)
Coauthor Index
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last updated on 2024-09-09 00:10 CEST by the dblp team
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