Hyeji Kim
16 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🚀
Conference Pioneer
⚡
Prolific Year
(6)
🗃️
Keyword Collector
(68)
💎
Century Club
(16)
Conferences
NIPS (8)
ICML (3)
ICLR (2)
CVPR (1)
ECCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
information theory
(4)
model compression
(2)
channel coding
(2)
deep learning
(2)
computational complexity
(1)
neural architecture search
(1)
object detection
(1)
neural compression
(1)
information bottleneck
(1)
efficient inference
(1)
singular value decomposition
(1)
efficient computing
(1)
statistical testing
(1)
mutual information
(1)
statistical hypothesis testing
(1)
automatic speech recognition
(1)
markov chain
(1)
rate distortion
(1)
robotic manipulation
(1)
image generation
(1)
Papers
Attention with Markov: A Curious Case of Single-layer Transformers
ICLR 2025
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
ICML 2024
Clustered Federated Learning via Gradient-based Partitioning
ICML 2024
Neural Cover Selection for Image Steganography
NIPS 2024
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
NIPS 2024
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
NIPS 2024
LASER: Linear Compression in Wireless Distributed Optimization
ICML 2024
Task-aware Distributed Source Coding under Dynamic Bandwidth
NIPS 2023
BRP-NAS: Prediction-based NAS using GCNs
NIPS 2020
Journey Towards Tiny Perceptual Super-Resolution
ECCV 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers
INTERSPEECH 2020
Efficient Neural Network Compression
CVPR 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
NIPS 2019
Communication Algorithms via Deep Learning
ICLR 2018
Deepcode: Feedback Codes via Deep Learning
NIPS 2018
Discovering Potential Correlations via Hypercontractivity
NIPS 2017