Guixiang Ma

Research Scientist, Intel Labs, Intel

Joined

October 2020

Names

Guixiang Ma (Preferred)

Emails

****@intel.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Intel Labs, Intel (intel.com)

2019 – Present

PhD student

Computer Science, University of Illinois, Chicago (uic.edu)

2013 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Philip S. Yu

2013 – 2019

Expertise

System Optimization

2019 – 2025

graph mining

2013 – 2025

machine learning

2010 – 2025

Publications

Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model
Haoteng Tang, Guixiang Ma, Lei Guo, Xiyao Fu, Heng Huang, Liang Zhan
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capotă, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
- NeurIPS 2024 poster
- Readers: Everyone
Training for Stable Explanation for Free
Chao Chen, Chenghua Guo, Rufeng Chen, Guixiang Ma, Ming Zeng, Xiangwen Liao, Xi Zhang, Sihong Xie
- NeurIPS 2024 poster
- Readers: Everyone
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Guixiang Ma, Vy A. Vo, Theodore L. Willke, Nesreen K. Ahmed
- IEEE Trans. Artif. Intell. 2024
- Readers: Everyone
Personalized recommendation via inductive spatiotemporal graph neural network
Jibing Gong, Yi Zhao, Jinye Zhao, Jin Zhang, Guixiang Ma, Shaojie Zheng, Shuying Du, Jie Tang
- Pattern Recognit. 2024
- Readers: Everyone
A structure-aware framework for learning device placements on computation graphs
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
- CoRR 2024
- Readers: Everyone
Training for Stable Explanation for Free
Chao Chen, Chenghua Guo, Rufeng Chen, Guixiang Ma, Ming Zeng, Xiangwen Liao, Xi Zhang, Sihong Xie
- NeurIPS 2024
- Readers: Everyone
Explainable survival analysis with uncertainty using convolution-involved vision transformer
Zhihao Tang, Li Liu, Yifan Shen, Zongyi Chen, Guixiang Ma, Jiyan Dong, Xujie Sun, Xi Zhang, Chaozhuo Li, Qingfeng Zheng, Lin Yang
- Comput. Medical Imaging Graph. 2023
- Readers: Everyone
Line graph contrastive learning for link prediction
Zehua Zhang, Shilin Sun, Guixiang Ma, Caiming Zhong
- Pattern Recognit. 2023
- Readers: Everyone
Robust Ranking Explanations
Chao Chen, Chenghua Guo, Guixiang Ma, Ming Zeng, Xi Zhang, Sihong Xie
- IMLH 2023 Poster
- Readers: Everyone

View all 52 publications

Co-Authors

View all 88 co-authors