Gu-Yeon Wei
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Privacy
(1)
Systems
(1)
Keywords
model compression
(2)
federated learning
(1)
neural network compression
(1)
image classification
(1)
code generation
(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)
semantic equivalence
(1)
gradient inference attack
(1)
Papers
Guess & Sketch: Language Model Guided Transpilation
ICLR 2024
S^3: Increasing GPU Utilization during Generative Inference for Higher Throughput
NeurIPS 2023
Hardware Resilience Properties of Text-Guided Image Classifiers
NeurIPS 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