Liangzhen Lai
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ACL (1)
CVPR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
model compression
(1)
semantic segmentation
(1)
vision transformer
(1)
automatic speech recognition
(1)
efficient inference
(1)
early exit
(1)
dense prediction
(1)
inference optimization
(1)
inference acceleration
(1)
speculative decoding
(1)
model optimization
(1)
high resolution
(1)
multi-scale representation
(1)
model efficiency
(1)
on-device inference
(1)
multi-scale learning
(1)
power efficiency
(1)
self-speculative decoding
(1)
streaming speech recognition
(1)
layer dropout
(1)
Papers
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions
NAACL 2025
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
ICML 2024
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation
CVPR 2022