Payal Mohapatra
Scholar

Payal Mohapatra

Google Scholar ID: 7ukGcz0AAAAJ
Northwestern University | Analog Devices Inc. | IIT Madras
Time SeriesWearablesMachine Learning
Citations & Impact
All-time
Citations
110
 
H-index
6
 
i10-index
4
 
Publications
14
 
Co-authors
23
list available
Resume (English only)
Academic Achievements
  • NeurIPS 2025 Spotlight (top 3%): MAESTRO: Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series
  • Accepted at TMLR 2025 and TS4H@NeurIPS 2025: Phase-driven Generalizable Representation Learning for Nonstationary Time Series Classification
  • ACL 2025 Main Conference: Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs
  • Published in PNAS Nexus 2024 on custom optimization for physical fatigue monitoring
  • Top performance in ICASSP’23 Signal Processing Grand Challenge via explicit missingness encoding
  • InterSpeech’24 work on multimodal disfluency detection with opportunistic video use
  • ICASSP’23 paper on data distillation and self-supervised learning for disfluency detection
  • Awarded Terminal Year Fellowship at Northwestern University (Oct 2025)
  • Invited talk at Real-time Communications Conference and Expo, Illinois Institute of Technology (Oct 2025)