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Xiongye Xiao
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Year
Multiwavelet-based operator learning for differential equations
G Gupta, X Xiao, P Bogdan
Advances in Neural Information Processing Systems 34, 24048-24062, 2021
1432021
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
822020
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
672021
Deciphering the generating rules and functionalities of complex networks
X Xiao, H Chen, P Bogdan
Scientific reports 11 (1), 22964, 2021
352021
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
332020
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
252022
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
132022
Non-linear operator approximations for initial value problems
G Gupta, X Xiao, R Balan, P Bogdan
International Conference on Learning Representations (ICLR-2022), 2022
132022
Generator based approach to analyze mutations in genomic datasets
S Jain*, X Xiao*, P Bogdan, J Bruck
Scientific reports 11 (1), 1-12, 2021
82021
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
62023
Predicting the emergence of SARS-CoV-2 clades
S Jain, X Xiao, P Bogdan, J Bruck
bioRxiv, 2020
42020
Supplementary Material for Predicting the Emergence of SARS-CoV-2 Clades
S Jain, X Xiao, P Bogdan, J Bruck
bioRxiv, 2020
12020
Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective
X Xiao, C Zhou, H Ping, D Cao, Y Li, Y Zhou, S Li, P Bogdan
arXiv preprint arXiv:2402.09099, 2024
2024
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
A Cheng, Z Wang, C Yin, M Cheng, H Ping, X Xiao, S Nazarian, P Bogdan
arXiv preprint arXiv:2312.13311, 2023
2023
Discovering Malicious Signatures in Software from Structural Interactions
C Yin, H Zhang, M Cheng, X Xiao, X Chen, X Ren, P Bogdan
arXiv preprint arXiv:2312.12667, 2023
2023
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
2023
Enhancing Neural Network Performance with Leader-Follower Architecture and Local Error Signals
C Yin, M Cheng, X Xiao, X Chen, A Cheng, S Nazarian, A Irimia, ...
2023
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
The Twelfth International Conference on Learning Representations, 2023
2023
Multi-Scale Generative Modeling in Wavelet Domain
X Xiao, S Li, L Huang, G Liu, TK Nguyen, Y Huang, D Chang, P Bogdan
2023
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
2023
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