Wesley M. Gifford

Engineering · Physical Sciences

12h-index2.1kcitations52works3.32yr avg
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Research Topics

Ultra-Wideband Communications Technology(11), Advanced Wireless Communication Techniques(10), Wireless Communication Networks Research(8), Cooperative Communication and Network Coding(7), Stock Market Forecasting Methods(7)

Publications52 total

Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models
ArXiv.org·2026Open Access
Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models
arXiv (Cornell University)·2026Open Access
TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
arXiv (Cornell University)·2025Open Access
Cascading Failure Prediction via Causal Inference
IEEE Transactions on Power Systems·2024· 6 cited
Cascading Failure Prediction via Causal Inference
arXiv (Cornell University)·2024Open Access
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
arXiv (Cornell University)·2024· 11 citedOpen Access
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
2024· 6 cited
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
2023· 3 citedOpen Access
Distributed Incremental Machine Learning for Big Time Series Data
2022 IEEE International Conference on Big Data (Big Data)·2022· 2 cited
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
arXiv (Cornell University)·2022· 2 citedOpen Access
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical Systems
SIAM Journal on Scientific Computing·2022· 9 cited
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System
arXiv (Cornell University)·2021Open Access
AutoAI-TS
2021· 37 cited
AutoAI-TS: AutoAI for Time Series Forecasting
arXiv (Cornell University)·2021· 7 citedOpen Access
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph
2020· 7 cited
The Impact of Multipath Information on Time-of-Arrival Estimation
IEEE Transactions on Signal Processing·2020· 46 cited
DQA: Scalable, Automated and Interactive Data Quality Advisor
2019· 10 cited
Industry Specific Word Embedding and its Application in Log Classification
2019· 17 cited
Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data
Society for Industrial and Applied Mathematics eBooks·2019· 3 citedOpen Access
ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0
Lecture notes in computer science·2019· 9 cited
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Frequent Co-authors

Moe Z. Win(18), Marco Chiani(10), Jayant Kalagnanam(7), Dhaval Patel(6), Nianjun Zhou(6), Vijay Ekambaram(6), Arindam Jati(6), Stefano Maranò(4), Henk Wymeersch(4), Andrea Conti(4), Stuart Siegel(4), Pankaj Dayama(3), Chandra Reddy(3), Shrey Shrivastava(3), Kyongmin Yeo(3), Junchi Yan(3), Sumanta Mukherjee(3), K. Ratakonda(3), Brian Quanz(3), Jinfeng Yi(3)