World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
10524
World Ranking
10485
National Ranking
116

Electronics and Electrical Engineering

D-Index
37
Citations
10462
World Ranking
5017
National Ranking
168

Overview

Sae-Young Chung is affiliated with the Korea Advanced Institute of Science and Technology in South Korea. Their research primarily focuses on the field of Computer Science, with specific expertise in Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Computational Mechanics, and Atmospheric Science.

Their major research topics include:

  • Domain Adaptation and Few-Shot Learning
  • Human Pose and Action Recognition
  • Reinforcement Learning in Robotics
  • Multimodal Machine Learning Applications
  • Anomaly Detection Techniques and Applications
  • Sparse and Compressive Sensing Techniques
  • Blind Source Separation Techniques

Significant recent publications authored or coauthored by Sae-Young Chung include:

  • "Test-Time Adaptation via Self-Training with Nearest Neighbor Information" (2022), published in arXiv (Cornell University)
  • "Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification" (2021), published in arXiv (Cornell University)
  • "Tree search network for sparse estimation" (2020), published in Digital Signal Processing
  • "Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture" (2021), published in arXiv (Cornell University)

The scientist frequently publishes in the venue arXiv (Cornell University), with at least seven papers, and also has work presented in Digital Signal Processing. Their collaborative efforts include frequent coauthors such as Dong Hoon Lee, Minguk Jang, Suyong Lee, and Kyungsu Kim.

Best Publications

  • On the design of low-density parity-check codes within 0.0045 dB of the Shannon limit

    Sae-Young Chung;G.D. Forney;T.J. Richardson;R. Urbanke

  • Analysis of sum-product decoding of low-density parity-check codes using a Gaussian approximation

    Sae-Young Chung;T.J. Richardson;R.L. Urbanke

  • Capacity of the Gaussian Two-Way Relay Channel to Within ${1\over 2}$ Bit

    Wooseok Nam;Sae-Young Chung;Yong H Lee

  • Noisy Network Coding

    Sung Hoon Lim;Young-Han Kim;A El Gamal;Sae-Young Chung

  • On the construction of some capacity-approaching coding schemes

    Sae-Young Chung;G. David Forney

  • Capacity enhancement schemes for forward and reverse links of distributed cellular base stations

    Sae-Young Chung;M. Eyuboglu;Yong Kang;Dae-Young Kim

  • Aligned Interference Neutralization and the Degrees of Freedom of the 2 $\, imes \,$ 2 $\, imes \,$ 2 Interference Channel

    Tiangao Gou;Syed Ali Jafar;Chenwei Wang;Sang-Woon Jeon

  • Reverse rate control

    Sae-Young Chung;Dae-Young Kim

  • Sphere-bound-achieving coset codes and multilevel coset codes

    G.D. Forney;M.D. Trott;Sae-Young Chung

  • APPARATUS AND METHOD FOR A COOPERATIVE RELAYING IN WIRELESS COMMUNICATION SYSTEM WITH MULTIPLE ANTENNA

    Yu Tak Ki;Kim Yung Soo;Cho Myeon Kyun;Chung Sae Young

  • Traffic management in a wireless data network

    Firas Abi-Nassif;Sae-Young Chung

  • Capacity Bounds for Two-Way Relay Channels

    Wooseok Nam;Sae-Young Chung;Y.H. Lee

  • Coding for multi-user communication

    Sae-Young Chung;Dae-Young Kim

  • Cognitive Networks Achieve Throughput Scaling of a Homogeneous Network

    Sang-Woon Jeon;N. Devroye;Mai Vu;Sae-Young Chung

  • Boosting a signal-to-interference ratio of a mobile station

    Sae-Young Chung;Dae-Young Kim;M. Vedat Eyuboglu;Gopal Harikumar

  • Modulation for broadcasting from multiple transmitters

    Sae-Young Chung

  • Reverse link rate and stability control

    Satish Ananthaiyer;Sae-Young Chung;Sepehr Mehrabanzad

  • Network Coding for Two-Way Relay Channels using Lattices

    Ihn-Jung Baik;Sae-Young Chung

  • Transmit Optimization for Relay-Based Cellular OFDMA Systems

    Wooseok Nam;Woohyuk Chang;Sae-Young Chung;Y.H. Lee

  • Parallel Opportunistic Routing in Wireless Networks

    Won-Yong Shin;Sae-Young Chung;Yong H. Lee

  • Aligned Interference Neutralization and the Degrees of Freedom of the 2x2x2 Interference Channel

    Tiangao Gou;Syed A. Jafar;Sang-Woon Jeon;Sae-Young Chung

  • Capacity of the Gaussian Two-way Relay Channel to within 1/2 Bit

    Wooseok Nam;Sae-Young Chung;Yong H. Lee

Frequent Co-Authors

Yong-hoon Lee
Yong-hoon Lee Korea Advanced Institute of Science and Technology
Syed A. Jafar
Syed A. Jafar University of California, Irvine
Young-Han Kim
Young-Han Kim University of California, San Diego
Changho Suh
Changho Suh Korea Advanced Institute of Science and Technology
Junmo Kim
Junmo Kim Korea Advanced Institute of Science and Technology
Vahid Tarokh
Vahid Tarokh Duke University
Abbas El Gamal
Abbas El Gamal Stanford University
Rudiger Urbanke
Rudiger Urbanke École Polytechnique Fédérale de Lausanne
Tom Richardson
Tom Richardson Qualcomm (United States)
Dan Keun Sung
Dan Keun Sung Korea Advanced Institute of Science and Technology

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