Litu Rout
Scholar

Litu Rout

Google Scholar ID: GYy7fWwAAAAJ
University of Texas at Austin
Machine LearningGenerative ModelingSamplingOptimization
Citations & Impact
All-time
Citations
2,255
 
H-index
14
 
i10-index
15
 
Publications
20
 
Co-authors
30
list available
Resume (English only)
Academic Achievements
  • Awarded Amazon AI PhD Fellowship in 2025
  • Multiple papers accepted at top-tier conferences: NeurIPS 2025 (2 papers), ICLR 2025 (3 papers, including 1 Oral with 1.8% acceptance rate), CVPR 2024, NeurIPS 2023, ICLR 2023, COLT 2023, AAAI 2021, etc.
  • Numerous preprints on arXiv covering diffusion models, constrained sampling, and inverse problems
  • Granted patent in 2020: 'A Method for Sequential Information Condensation using Fourier Basis'
  • Published paper on Phobos image enhancement in Planetary and Space Science Journal (2021)
  • Published 'ALERT' in IEEE Transactions on Geoscience and Remote Sensing (impact factor: 5.85) in 2020
  • Served as reviewer or program committee member for NeurIPS, ICLR, ICML, CVPR, AAAI, SIGGRAPH, and journals including JMLR, TMLR, IEEE TAI, etc.
  • Received Cockrell School of Engineering Fellowship from UT Austin in 2022