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Xiongye Xiao
Xiongye Xiao
PhD Candidate, University of Southern California
Подтвержден адрес электронной почты в домене usc.edu - Главная страница
Название
Процитировано
Процитировано
Год
Multiwavelet-based operator learning for differential equations
G Gupta, X Xiao, P Bogdan
Advances in Neural Information Processing Systems (NeurIPS) 34, 2021
2162021
Biomorphic structural batteries for robotics
M Wang, D Vecchio, C Wang, A Emre, X Xiao, Z Jiang, P Bogdan, ...
Science robotics 5 (45), eaba1912, 2020
1032020
A COVID-19 rumor dataset
M Cheng, S Wang, X Yan, T Yang, W Wang, Z Huang, X Xiao, S Nazarian, ...
Frontiers in Psychology 12, 644801, 2021
922021
Deciphering the generating rules and functionalities of complex networks
X Xiao, H Chen, P Bogdan
Scientific reports 11 (1), 22964, 2021
542021
Unifying structural descriptors for biological and bioinspired nanoscale complexes
M Cha*, EST Emre*, X Xiao, JY Kim, P Bogdan, JS VanEpps, A Violi, ...
Nature Computational Science 2 (4), 243-252, 2022
412022
Network science characteristics of brain-derived neuronal cultures deciphered from quantitative phase imaging data
C Yin*, X Xiao*, V Balaban, ME Kandel, YJ Lee, G Popescu, P Bogdan
Scientific reports 10 (1), 1-13, 2020
412020
Spanning network gels from nanoparticles and graph theoretical analysis of their structure and properties
DA Vecchio, MD Hammig, X Xiao, A Saha, P Bogdan, NA Kotov
Advanced Materials 34 (23), 2201313, 2022
232022
Non-linear operator approximations for initial value problems
G Gupta, X Xiao, R Balan, P Bogdan
International Conference on Learning Representations (ICLR-2022), 2022
202022
Coupled Multiwavelet Operator Learning for Coupled Differential Equations
X Xiao, D Cao, R Yang, G Gupta, G Liu, C Yin, R Balan, P Bogdan
The Eleventh International Conference on Learning Representations (ICLR-2023), 2023
18*2023
Generator based approach to analyze mutations in genomic datasets
S Jain*, X Xiao*, P Bogdan, J Bruck
Scientific reports 11 (1), 1-12, 2021
13*2021
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
X Xiao, G Liu, G Gupta, D Cao, S Li, Y Li, T Fang, M Cheng, P Bogdan
International Conference on Learning Representations (ICLR-2024), 2024
102024
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
X Xiao, D Cao, R Yang, G Gupta, G Liu, C Yin, R Balan, P Bogdan
International Conference on Learning Representations (ICLR-2023), 2023
102023
A structure-aware framework for learning device placements on computation graphs
S Duan*, H Ping*, N Kanakaris*, X Xiao*, P Zhang, P Kyriakis, NK Ahmed, ...
The Thirty-eighth Annual Conference on Neural Information Processing Systems …, 2024
72024
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
X Xiao, H Ping, C Zhou, D Cao, Y Li, Y Zhou, S Li, N Kanakaris, P Bogdan
International Conference on Learning Representations (ICLR-2025), 2025
5*2025
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
A Cheng, H Ping, Z Wang, X Xiao, C Yin, S Nazarian, M Cheng, P Bogdan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
42024
Leveraging reinforcement learning and large language models for code optimization
S Duan, N Kanakaris, X Xiao, H Ping, C Zhou, NK Ahmed, G Ma, ...
arXiv preprint arXiv:2312.05657, 2023
42023
Graph Theoretical Description of Phase Transitions in Complex Multiscale Phases with Supramolecular Assemblies
R Yang, K Bernardino, X Xiao, WR Gomes, DA Mattoso, NA Kotov, ...
Advanced Science, 2402464, 2024
3*2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
L Huang, X Xiao, S Li, J Sun, Y Huang, A Ozcan, P Bogdan
arXiv preprint arXiv:2407.05259, 2024
22024
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives
C Yin, M Cheng, X Xiao, X Chen, S Nazarian, A Irimia, P Bogdan
arXiv preprint arXiv:2310.07885, 2023
22023
Autocatalytic Nucleation and Self‐Assembly of Inorganic Nanoparticles into Complex Biosimilar Networks
NA Kotov, CN McGlothin, X Xiao, P Bogdan, K Whisnant, S Emre, ...
Angewandte Chemie International Edition, e202413444, 2024
12024
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