World's Best Scientists 2026 revealed!

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
40
Citations
8747
World Ranking
4416
National Ranking
1575

Overview

Yingbin Liang is affiliated with The Ohio State University in the United States and has contributed extensively to the field of computer science, particularly in areas related to artificial intelligence and electrical engineering.

Their research covers multiple specialized topics, including:

  • Reinforcement Learning in Robotics
  • Advanced Bandit Algorithms Research
  • Stochastic Gradient Optimization Techniques
  • Machine Learning and Extreme Learning Machines (ELM)
  • Domain Adaptation and Few-Shot Learning
  • Adaptive Dynamic Programming Control
  • Machine Learning and Data Classification

The following are some of the recent papers authored or co-authored by Liang, providing a glimpse into the scope and focus areas of their work:

  • Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms, 2020, arXiv (Cornell University)
  • Bilevel Optimization: Convergence Analysis and Enhanced Design, 2020, arXiv (Cornell University)
  • Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning, 2020, arXiv (Cornell University)
  • Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters, 2020, arXiv (Cornell University)
  • Impact of Action-Dependent State and Channel Feedback on Gaussian Wiretap Channels, 2020, IEEE Transactions on Information Theory

Yingbin Liang frequently collaborates with a number of researchers, including:

  • Tengyu Xu
  • Ness B. Shroff
  • Kaiyi Ji
  • Ruiquan Huang
  • Shlomo Shamai

The scientist's work has been published primarily in notable venues such as:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • IEEE Transactions on Information Theory
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Journal on Selected Areas in Information Theory

Their contributions predominantly focus on the broader domain of computer science while emphasizing subfields such as:

  • Artificial Intelligence
  • Electrical and Electronic Engineering
  • Management Science and Operations Research
  • Computer Networks and Communications
  • Computational Theory and Mathematics

Best Publications

  • Secure Communication Over Fading Channels

    Yingbin Liang;H.V. Poor;S. Shamai

  • Information Theoretic Security

    Yingbin Liang;H. Vincent Poor;Shlomo Shamai

  • Compound wiretap channels

    Yingbin Liang;Gerhard Kramer;H. Vincent Poor;Shlomo Shamai

  • Multiple-Access Channels With Confidential Messages

    Yingbin Liang;H.V. Poor

  • Gaussian orthogonal relay channels: optimal resource allocation and capacity

    Yingbin Liang;V.V. Veeravalli

  • Cooperative Relay Broadcast Channels

    Yingbin Liang;V.V. Veeravalli

  • Resource Allocation for Wireless Fading Relay Channels: Max-Min Solution

    Yingbin Liang;V.V. Veeravalli;H.V. Poor

  • Rate Regions for Relay Broadcast Channels

    Yingbin Liang;G. Kramer

  • Capacity of noncoherent time-selective Rayleigh-fading channels

    Yingbin Liang;V.V. Veeravalli

  • Capacity of Cognitive Interference Channels With and Without Secrecy

    Yingbin Liang;A. Somekh-Baruch;H.V. Poor;S. Shamai

  • Secure Nested Codes for Type II Wiretap Channels

    Ruoheng Liu;Yingbin Liang;H. Vincent Poor;Predrag Spasojevic

  • Multiple-Input Multiple-Output Gaussian Broadcast Channels With Common and Confidential Messages

    Hung D Ly;Tie Liu;Yingbin Liang

  • Correlated MIMO wireless channels: capacity, optimal signaling, and asymptotics

    V.V. Veeravalli;Yingbin Liang;A.M. Sayeed

  • A Unified Framework for Key Agreement Over Wireless Fading Channels

    Lifeng Lai;Yingbin Liang;H. V. Poor

  • Reshaped Wirtinger Flow for Solving Quadratic System of Equations

    Huishuai Zhang;Yingbin Liang

  • Generalized Multiple Access Channels with Confidential Messages

    Yingbin Liang;H.V. Poor

  • Compound wire-tap channels

    Yingbin Liang;Gerhard Kramer;H. Vincent Poor;Shlomo Shamai

  • Cooperative Key Generation in Wireless Networks

    Lifeng Lai;Yingbin Liang;Wenliang Du

  • Secure communication over fading channels

    Yingbin Liang;H. Vincent Poor

  • Provable non-convex phase retrieval with outliers: median truncated wirtinger flow

    Huishuai Zhang;Yuejie Chi;Yingbin Liang

  • SpiderBoost and Momentum: Faster Variance Reduction Algorithms

    Zhe Wang;Kaiyi Ji;Yi Zhou;Yingbin Liang

  • Resource Allocation for Wireless Fading Relay Channels: Max-Min Solution

    Yingbin Liang;Venugopal V. Veeravalli;H. Vincent Poor

  • Secure Communication over Fading Channels

    Yingbin Liang;H. Vincent Poor;Shlomo Shamai

Frequent Co-Authors

Shlomo Shamai
Shlomo Shamai Technion – Israel Institute of Technology
H. Vincent Poor
H. Vincent Poor Princeton University
Lifeng Lai
Lifeng Lai University of California, Davis
Venugopal V. Veeravalli
Venugopal V. Veeravalli University of Illinois at Urbana-Champaign
Gerhard Kramer
Gerhard Kramer Technical University of Munich
Ashish Khisti
Ashish Khisti University of Toronto
Pramod K. Varshney
Pramod K. Varshney Syracuse University
Vahid Tarokh
Vahid Tarokh Duke University
Biao Chen
Biao Chen Syracuse University
Sergio Verdu
Sergio Verdu Princeton University

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