Scholar
Stephen Xia
Google Scholar ID: b6PNcXQAAAAJ
Northwestern University
Embedded Intelligence
Mobile and Embedded Systems
Cyber Physical Systems
Smart Environments
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Citations & Impact
All-time
Citations
1,128
H-index
14
i10-index
19
Publications
20
Co-authors
0
Publications
12 items
Efficient Multimodal Inference through Adaptive Acquisition and Sequential Fusion
2026
Cited
0
Source-Learned Reliance for Selective Test-Time Adaptation of Multimodal Time Series
2026
Cited
0
PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling
2026
Cited
0
Depth Exploration for LLM Decoding
2026
Cited
0
Attention Drift: What Autoregressive Speculative Decoding Models Learn
2026
Cited
0
Modality-Aware Zero-Shot Pruning and Sparse Attention for Efficient Multimodal Edge Inference
2026
Cited
0
UNIFERENCE: A Discrete Event Simulation Framework for Developing Distributed AI Models
2026
Cited
0
MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series
2025
Cited
0
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