Gu-Yeon Wei
6 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (6)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (2)
NIPS (2)
CVPR (1)
ICLR (1)
Top co-authors
Research topics
Keywords
model compression
(2)
federated learning
(1)
neural network compression
(1)
image classification
(1)
network pruning
(1)
neural network optimization
(1)
secure aggregation
(1)
data privacy
(1)
throughput optimization
(1)
sparse neural network
(1)
weight encoding
(1)
weight quantization
(1)
kv cache
(1)
clip embedding
(1)
gpu utilization
(1)
batch scheduling
(1)
unstructured pruning
(1)
gradient inference attack
(1)
participant disaggregation
(1)
weight encryption
(1)
Papers
Guess & Sketch: Language Model Guided Transpilation
ICLR 2024
$S^3$: Increasing GPU Utilization during Generative Inference for Higher Throughput
NIPS 2023
Hardware Resilience Properties of Text-Guided Image Classifiers
NIPS 2023
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
ICML 2021
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
CVPR 2020
Weightless: Lossy weight encoding for deep neural network compression
ICML 2018