Simon Zhang

According to our database, Simon Zhang authored at least 11 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Adversarial Label Invariant Graph Data Augmentations for Out-of-Distribution Generalization.

Simon Zhang, Ryan P. DeMilt, Kun Jin, Cathy H. Xia

CoRR, April, 2026

2025

Compression of Voxelized Vector Field Data by Boxes is Hard.

Simon Zhang

CoRR, October, 2025

Computing and Learning on Combinatorial Data.

Simon Zhang

CoRR, February, 2025

Towards a Lightweight Platform for Human-Robot Interaction in Federated Edge and IoT Environments.

Simon Zhang, Zhengxiong Li, Xin Qin, Hailu Xu

Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025

2024

Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking.

Simon Zhang, Cheng Xin, Tamal K. Dey

Trans. Mach. Learn. Res., 2024

2022

GEFL: Extended Filtration Learning for Graph Classification.

Simon Zhang, Soham Mukherjee, Tamal K. Dey

Proceedings of the Learning on Graphs Conference, 2022

Approximating 1-Wasserstein Distance between Persistence Diagrams by Graph Sparsification.

Tamal K. Dey, Simon Zhang

Proceedings of the 24th Symposium on Algorithm Engineering and Experiments, 2022

2020

GPU-Accelerated Computation of Vietoris-Rips Persistence Barcodes.

Simon Zhang, Mengbai Xiao, Hao Wang

Proceedings of the 36th International Symposium on Computational Geometry, 2020

2019

HYPHA: a framework based on separation of parallelisms to accelerate persistent homology matrix reduction.

Simon Zhang, Mengbai Xiao, Chengxin Guo, Liang Geng, Hao Wang, Xiaodong Zhang

Proceedings of the ACM International Conference on Supercomputing, 2019

2013

Inferring social roles and statuses in social networks.

Yuchen Zhao, Guan Wang, Philip S. Yu, Shaobo Liu, Simon Zhang

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2011

DOT: a matrix model for analyzing, optimizing and deploying software for big data analytics in distributed systems.

Yin Huai, Rubao Lee, Simon Zhang, Cathy H. Xia, Xiaodong Zhang

Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011