Publications

• Sindhu Tipirneni, Ming Zhu, Chandan K. Reddy. StructCoder: Structure-Aware Transformer for Code Generation. (2022) [link] [code]
  Find StructCoder on the CodeXGLUE leaderboard!

• Sindhu Tipirneni, Chandan K. Reddy. Self-supervised Transformer for Multivariate Clinical Time-Series with Missing Values. TKDD 2022. [link] [code]

• Ming Zhu, Aneesh Jain, Karthik Suresh, Roshan Ravindran, Sindhu Tipirneni, Chandan K. Reddy. XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence. (2022) [link] [code]

• Khushbu Agarwal, Sutanay Choudhury, Sindhu Tipirneni, Pritam Mukherjee, Colby Ham, Suzanne Tamang, Matthew Baker et al. Preparing for the next pandemic: Transfer learning from existing diseases via hierarchical multi-modal BERT models to predict COVID-19 outcomes. Nature Scientific Reports 2022. [link] [code]

• Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Jonathan Ratcliff, Chandan K Reddy, Vignesh Subbian. Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury. AMIA 2021 Annual Symposium. [preprint]

• Tyler H. Chang*, Thomas C. H. Lux*, Sindhu Tipirneni*. Least-squares solutions to polynomial systems of equations with quantum annealing. Quantum Information Processing 2019. [link] [preprint] [code]