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Congjing Zhang

Alexa Home AI, Amazon.com University of Washington

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Vashishtha Patil (1)Henning Lange (1)Usman Aleem (1)

Papers (1)

Sep 15, 2026

Amazon ScienceSep 15, 2026·also Affiliation:, Alexa Home AI

What Breaks Under Pruning in Smart Homes, and When? Evaluating LLM Degradation Across Architectures and Task Complexity

Congjing Zhang, Vashishtha Patil, Henning Lange +1

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Scaling Laws & Emergent Abilities