Wonpyo Park
10 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(50)
π
Century Club
(10)
Conferences
EMNLP (3)
CVPR (2)
AAAI (1)
ACML (1)
ECCV (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
model compression
(3)
representation learning
(3)
knowledge distillation
(2)
metric learning
(2)
deep neural network
(2)
face verification
(1)
embedding learning
(1)
neural network pruning
(1)
parameter efficient
(1)
model pruning
(1)
reconstruction error
(1)
sparse activation
(1)
stochastic regularization
(1)
neural network optimization
(1)
mixture of expert
(1)
deep metric learning
(1)
language model
(1)
efficient inference
(1)
face recognition
(1)
Papers
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
ICML 2025
LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs
NAACL 2025
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
EMNLP 2024
Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization
EMNLP 2024
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models
EMNLP 2024
Multi-level Distance Regularization for Deep Metric Learning
AAAI 2021
GroupFace: Learning Latent Groups and Constructing Group-Based Representations for Face Recognition
CVPR 2020
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition
ECCV 2020
Relational Knowledge Distillation
CVPR 2019
Regularizing Neural Networks via Stochastic Branch Layers
ACML 2019