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 001 (SoCC, 2011)

Inferring social roles and statuses in social networks. - Yuchen Zhao; Guan Wang; Philip S. Yu; Shaobo Liu; Simon Zhang (KDD, 2013)

HYPHA: a framework based on separation of parallelisms to accelerate persistent homology matrix reduction. - Simon Zhang; Mengbai Xiao; Chengxin Guo; Liang Geng; Hao Wang 002; Xiaodong Zhang 001 (ICS, 2019)

GPU-Accelerated Computation of Vietoris-Rips Persistence Barcodes. - Simon Zhang; Mengbai Xiao; Hao Wang 002 (SoCG, 2020)

Approximating 1-Wasserstein Distance between Persistence Diagrams by Graph Sparsification. - Tamal K. Dey; Simon Zhang (ALENEX, 2022)

GEFL: Extended Filtration Learning for Graph Classification. - Simon Zhang; Soham Mukherjee; Tamal K. Dey (LoG, 2022)

Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking. - Simon Zhang; Cheng Xin; Tamal K. Dey (Trans. Mach. Learn. Res., 2024)

Towards a Lightweight Platform for Human-Robot Interaction in Federated Edge and IoT Environments. - Simon Zhang; Zhengxiong Li; Xin Qin; Hailu Xu (HumanSys@SenSys, 2025)

Computing and Learning on Combinatorial Data. - Simon Zhang (CoRR, 2025)