Yuexiao Ma
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Keywords
post-training quantization
(4)
model compression
(4)
model quantization
(3)
neural network optimization
(2)
fisher information
(1)
outliers
(1)
mixture of expert
(1)
computational cost
(1)
speculative decoding
(1)
inference latency
(1)
mixed precision
(1)
bit-width allocation
(1)
channel-wise quantization
(1)
affine transformation
(1)
swin transformer
(1)
large language model
(1)
neural network
(1)
expert network
(1)
network quantization
(1)
bit configuration
(1)
Papers
Automated Fine-Grained Mixture-of-Experts Quantization
ACL 2025
polybasic Speculative Decoding Through a Theoretical Perspective
ICML 2025
AffineQuant: Affine Transformation Quantization for Large Language Models
ICLR 2024
Outlier-aware Slicing for Post-Training Quantization in Vision Transformer
ICML 2024
OMPQ: Orthogonal Mixed Precision Quantization
AAAI 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
CVPR 2023