Xiangguo Zhang
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
post-training quantization
(4)
model compression
(3)
lane detection
(1)
autonomous driving
(1)
synthetic datum
(1)
layer normalization
(1)
activation outlier
(1)
outlier suppression
(1)
data-free quantization
(1)
large language model
(1)
semantic sensitivity
(1)
transformer quantization
(1)
channel-wise scaling
(1)
neural network quantization
(1)
token-wise clipping
(1)
batch normalization
(1)
Papers
Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection
AAAI 2024
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling
EMNLP 2023
Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
NIPS 2022
Diversifying Sample Generation for Accurate Data-Free Quantization
CVPR 2021