Scholar
Payal Mohapatra
Google Scholar ID: 7ukGcz0AAAAJ
Northwestern University | Analog Devices Inc. | IIT Madras
Time Series
Wearables
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
110
H-index
6
i10-index
4
Publications
14
Co-authors
23
list available
Contact
Email
payal.mohapatra@northwestern.edu
CV
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Publications
7 items
EmboAlign: Aligning Video Generation with Compositional Constraints for Zero-Shot Manipulation
2026
Cited
0
TimeSliver : Symbolic-Linear Decomposition for Explainable Time Series Classification
2026
Cited
0
STEP-LLM: Generating CAD STEP Models from Natural Language with Large Language Models
2026
Cited
0
MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series
2025
Cited
0
Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs
2025
Cited
0
Split Adaptation for Pre-trained Vision Transformers
2025
Cited
0
Phase-driven Domain Generalizable Learning for Nonstationary Time Series
arXiv.org · 2024
Cited
3
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)
Co-authors
23 total
Qi Zhu
Professor of Computer Engineering
Akash Pandey
Northwestern University
Bashima Islam
Assistant Professor of Electrical and Computer Enginnering, Computer Science, and Data Science
Dr. Mohanasankar Sivaprakasam
Professor of Electrical Engineering, IIT Madras
Co-author 5
Co-author 6
Ruochen Jiao
Northwestern University
Lixu Wang
Northwestern University
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