Weixiang Xu
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
model compression
(4)
efficient computing
(3)
model quantization
(3)
neural network
(2)
post-training quantization
(2)
efficient inference
(2)
memory efficiency
(1)
sparse training
(1)
weight quantization
(1)
delta compression
(1)
structured pruning
(1)
memory consumption
(1)
2:4 sparsity
(1)
zero-shot task
(1)
winograd convolution
(1)
ternary network
(1)
residual quantization
(1)
selective state
(1)
spatial similarity
(1)
neural network quantization
(1)
Papers
Q-Mamba: Towards more efficient Mamba models via post-training quantization
ACL 2025
RQT: Hierarchical Residual Quantization for Multi-Model Compression
ACL 2025
Towards Efficient and Accurate Winograd Convolution via Full Quantization
NeurIPS 2023
Towards Fully Sparse Training: Information Restoration with Spatial Similarity
AAAI 2022
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices
ECCV 2020
Soft Threshold Ternary Networks
IJCAI 2020