Conference

• Tensor Methods: A Unified and Interpretable Approach for Material Design
  Shaan Pakala, Aldair Gongora, Brian Giera, and Evangelos Papalexakis
  Proceedings of ACM SIGKDD (AI for Sciences track) 2026 [PDF] [Code]
• Automating Data Science Pipelines with Tensor Completion
  Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis Tsotras, Jia Chen, and Evangelos Papalexakis
  Proceedings of IEEE International Conference on Big Data 2024 [PDF] [Code]

Workshop

• Surrogate Modeling for the Design of Optimal Lattice Structures using Tensor Completion
  Shaan Pakala, Aldair Gongora, Brian Giera, and Evangelos Papalexakis
  NeurIPS AI4Mat Workshop 2025 [PDF] [Code]

• Efficiently Generating Multidimensional Calorimeter Data with Tensor Decomposition Parameterization
  Paimon Goulart*, Shaan Pakala*, and Evangelos Papalexakis
  ICCV LIMIT Workshop 2025 [PDF] [Code]

• Tensor Completion for Surrogate Modeling of Material Property Prediction
  Shaan Pakala, Dawon Ahn, and Evangelos Papalexakis
  AAAI KGML Bridge 2025 [PDF]