Juntong Ni
Scholar

Juntong Ni

Google Scholar ID: JJPjKLIAAAAJ
Emory University
Machine LearningTime Series
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Citations & Impact
All-time
Citations
213
 
H-index
7
 
i10-index
6
 
Publications
15
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
11 items
STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning
arXiv.org · 2026
Cited
0
PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation
2025
Cited
0
A Unified AI Approach for Continuous Monitoring of Human Health and Diseases from Intensive Care Unit to Home with Physiological Foundation Models (UNIPHY+)
2025
Cited
0
Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
2025
Cited
0
Are We Overlooking the Dimensions? Learning Latent Hierarchical Channel Structure for High-Dimensional Time Series Forecasting
2025
Cited
0
TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
2025
Cited
0
Scalable Graph Condensation with Evolving Capabilities
2025
Cited
0
TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation
2025
Cited
0
Resume (English only)
Co-authors
15 total
Wei Jin
Wei Jin
Assistant Professor, Emory University
Shengbo Gong
Shengbo Gong
Emory University
Huaxiu Yao
Huaxiu Yao
Assistant Professor of Computer Science and Data Science, UNC Chapel Hill
Mohammad Hashemi
Mohammad Hashemi
Emory University
B. Aditya Prakash
B. Aditya Prakash
Associate Professor, Georgia Institute of Technology
Carl J. Yang
Carl J. Yang
Assistant Professor of Computer Science at Emory University
Zewen Liu
Zewen Liu
Emory University
Noveen Sachdeva
Noveen Sachdeva
Research Scientist, Google DeepMind