Hyeji Kim
17 papers · 2017–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(7)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(95)
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(10)
Optimization & Theory Β· Machine Learning
(10)
Artificial Intelligence
(7)
Architectures
(7)
Core AI
(5)
Application Areas
(4)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Domain-Specific
(2)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
information theory
(4)
deep learning
(3)
channel coding
(3)
recurrent neural network
(2)
model compression
(2)
local minimum
(2)
large language model
(2)
markov chain
(2)
neural network
(2)
in-context learning
(1)
loss landscape
(1)
object detection
(1)
computational complexity
(1)
efficient computing
(1)
neural compression
(1)
efficient inference
(1)
information bottleneck
(1)
statistical testing
(1)
mutual information
(1)
compression scheme
(1)
Papers
Efficient Weighted Sampling via Score-based Generative Models
CVPR 2026
Attention with Markov: A Curious Case of Single-layer Transformers
ICLR 2025
Clustered Federated Learning via Gradient-based Partitioning
ICML 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
ICML 2024
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
NeurIPS 2024
LASER: Linear Compression in Wireless Distributed Optimization
ICML 2024
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
NeurIPS 2024
Neural Cover Selection for Image Steganography
NeurIPS 2024
Task-aware Distributed Source Coding under Dynamic Bandwidth
NeurIPS 2023
BRP-NAS: Prediction-based NAS using GCNs
NeurIPS 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers
Interspeech 2020
Journey Towards Tiny Perceptual Super-Resolution
ECCV 2020
Efficient Neural Network Compression
CVPR 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
NeurIPS 2019
Communication Algorithms via Deep Learning
ICLR 2018
Deepcode: Feedback Codes via Deep Learning
NeurIPS 2018
Discovering Potential Correlations via Hypercontractivity
NeurIPS 2017