Xiongye Xiao

According to our database, Xiongye Xiao authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective.

Xiongye Xiao, Chenyu Zhou, Heng Ping, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Paul Bogdan

CoRR, 2024

2023

Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks.

Anzhe Cheng, Zhenkun Wang, Chenzhong Yin, Mingxi Cheng, Heng Ping, Xiongye Xiao, Shahin Nazarian, Paul Bogdan

CoRR, 2023

Discovering Malicious Signatures in Software from Structural Interactions.

Chenzhong Yin, Hantang Zhang, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Xin Ren, Paul Bogdan

CoRR, 2023

Leveraging Reinforcement Learning and Large Language Models for Code Optimization.

Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan

CoRR, 2023

Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives.

Chenzhong Yin, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Shahin Nazarian, Andrei Irimia, Paul Bogdan

CoRR, 2023

Neuro-Inspired Hierarchical Multimodal Learning.

Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan

CoRR, 2023

Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations.

Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan

CoRR, 2023

Coupled Multiwavelet Operator Learning for Coupled Differential Equations.

Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Unifying structural descriptors for biological and bioinspired nanoscale complexes.

Minjeong Cha, Emine Sumeyra Turali-Emre, Xiongye Xiao, Ji-Young Kim, Paul Bogdan, J. Scott Vanepps, Angela Violi, Nicholas A. Kotov

Nat. Comput. Sci., 2022

Non-Linear Operator Approximations for Initial Value Problems.

Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Multiwavelet-based Operator Learning for Differential Equations.

Gaurav Gupta, Xiongye Xiao, Paul Bogdan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Biomorphic structural batteries for robotics.

Mingqiang Wang, Drew Vecchio, Chunyan Wang, Ahmet Emre, Xiongye Xiao, Zaixing Jiang, Paul Bogdan, Yudong Huang, Nicholas A. Kotov

Sci. Robotics, 2020