Woosang Lim
5 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
model compression
(1)
post-training quantization
(1)
representation learning
(1)
contrastive learning
(1)
kernel principal component analysis
(1)
kernel approximation
(1)
nystrom method
(1)
nyström method
(1)
spectral decomposition
(1)
memory optimization
(1)
low-bit quantization
(1)
molecular representation
(1)
molecular property prediction
(1)
rotation transformation
(1)
walsh-hadamard transform
(1)
quantization-aware training
(1)
large-scale data
(1)
kernel matrix approximation
(1)
large language model
(1)
chemical language model
(1)
Papers
Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free
ACL 2025
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer
EMNLP 2025
Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction
EMNLP 2024
Multi-scale Nystrom Method
AISTATS 2018
Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets
ICML 2015