World's Best Scientists 2026 revealed!
Xiao Liu

Xiao Liu

D-Index & Metrics

Computer Science

D-Index
34
Citations
6416
World Ranking
12016
National Ranking
1485

Overview

Xiao Liu is affiliated with Baidu in China and has contributed research primarily in the field of Engineering, with a focus on several subfields including Electrical and Electronic Engineering, Artificial Intelligence, Control and Systems Engineering, Automotive Engineering, and Mechanical Engineering.

The scientist's recent publications cover a range of topics within these areas. Notable papers include the 2023 article "AlGaN/GaN-Based Optoelectronic Synaptic Devices for Neuromorphic Computing" published in Advanced Optical Materials; the 2024 study "Optimization of multidimensional feature engineering and data partitioning strategies in heart disease prediction models" in Alexandria Engineering Journal; the 2020 paper "A New Method for Interindustry Linkage Analysis Based on Demand-Driven and Multisector Input-Output Model and Its Application in China's Manufacturing and Producer Services" in Complexity; "An optimal trajectory planning for automated on-ramp merging" (2022) in IET Intelligent Transport Systems; and the 2024 preprint "YouTube Video Analytics for Patient Engagement: Evidence from Colonoscopy Preparation Videos" on arXiv (Cornell University).

Xiao Liu's main topics of research include:

  • Advanced Memory and Neural Computing
  • Neural Networks and Reservoir Computing
  • Photoreceptor and Optogenetics Research
  • Artificial Intelligence in Healthcare
  • Machine Learning in Healthcare
  • Traffic Control and Management
  • Vehicle Emissions and Performance

Frequent co-authors in Xiao Liu's work include Cuihong Kai, Yue Wang, Xiaoping Liu, Xuqing Zhang, and Xiaodong Pi.

Publications by Xiao Liu have appeared predominantly in:

  • arXiv (Cornell University)
  • Advanced Optical Materials
  • Alexandria Engineering Journal
  • IET Intelligent Transport Systems
  • Complexity

Best Publications

  • BMN: Boundary-Matching Network for Temporal Action Proposal Generation

    Tianwei Lin;Xiao Liu;Xin Li;Errui Ding

  • Deep Metric Learning with Angular Loss

    Jian Wang;Feng Zhou;Shilei Wen;Xiao Liu

  • Deep Speaker: an End-to-End Neural Speaker Embedding System

    Chao Li;Xiaokong Ma;Bing Jiang;Xiangang Li

  • STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

    Ming Liu;Yukang Ding;Min Xia;Xiao Liu

  • Kernel Pooling for Convolutional Neural Networks

    Yin Cui;Feng Zhou;Jiang Wang;Xiao Liu

  • Image Inpainting With Learnable Bidirectional Attention Maps

    Chaohao Xie;Shaohui Liu;Chao Li;Ming-Ming Cheng

  • Semi-supervised Coupled Dictionary Learning for Person Re-identification

    Xiao Liu;Mingli Song;Dacheng Tao;Xingchen Zhou

  • Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification

    Xiang Long;Chuang Gan;Gerard de Melo;Jiajun Wu

  • Convolutional recurrent neural networks: Learning spatial dependencies for image representation

    Zhen Zuo;Bing Shuai;Gang Wang;Xiao Liu

  • Probabilistic Graphlet Transfer for Photo Cropping

    Luming Zhang;Mingli Song;Qi Zhao;Xiao Liu

  • Dynamic Instance Normalization for Arbitrary Style Transfer

    Yongcheng Jing;Xiao Liu;Yukang Ding;Xinchao Wang

  • Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation

    Luming Zhang;Mingli Song;Zicheng Liu;Xiao Liu

  • Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos

    Dongliang He;Xiang Zhao;Jizhou Huang;Fu Li

  • Fully Convolutional Attention Networks for Fine-Grained Recognition

    Xiao Liu;Tian Xia;Jiang Wang;Yi Yang

  • StNet: Local and Global Spatial-Temporal Modeling for Action Recognition

    Dongliang He;Zhichao Zhou;Chuang Gan;Fu Li

  • Image Inpainting by End-to-End Cascaded Refinement With Mask Awareness

    Manyu Zhu;Dongliang He;Xin Li;Chao Li

  • Multimodal Keyless Attention Fusion for Video Classification

    Xiang Long;Chuang Gan;Gerard de Melo;Xiao Liu

  • Dynamic Computational Time for Visual Attention

    Zhichao Li;Yi Yang;Xiao Liu;Feng Zhou

  • Fully Convolutional Attention Localization Networks: Efficient Attention Localization for Fine-Grained Recognition

    Xiao Liu;Tian Xia;Jiang Wang;Yuanqing Lin

  • Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

    Zhen Zuo;Bing Shuai;Gang Wang;Xiao Liu

  • NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results

    Jianrui Cai;Shuhang Gu;Radu Timofte;Lei Zhang

Frequent Co-Authors

Errui Ding
Errui Ding Baidu (China)
Mingli Song
Mingli Song Zhejiang University
Chun Chen
Chun Chen Zhejiang University
Jiajun Bu
Jiajun Bu Zhejiang University
Dacheng Tao
Dacheng Tao Nanyang Technological University
Feng Zhou
Feng Zhou University of Michigan–Ann Arbor
Chuang Gan
Chuang Gan University of Massachusetts Amherst
Yuanqing Lin
Yuanqing Lin Aibee Inc.
Wangmeng Zuo
Wangmeng Zuo Harbin Institute of Technology
Dapeng Tao
Dapeng Tao Yunnan University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Studying Computer Science in the USA opens doors to a variety of related online degrees and alternative career pathways. Many students consider degrees that combine computer science with other high-demand fields, such as a data science degree. Data science integrates computing skills with analytics and is one of today’s most sought-after specializations.

If you are interested in the hardware side of technology, an online electrical engineering degree ranking can help you compare the best programs and find one that fits your needs. This path is ideal for those looking to blend software knowledge with engineering expertise in areas like robotics or smart devices.

Certifications are another pathway to boost your resume quickly. There are easy licenses and certifications to get that can lead to high-paying tech roles without a multi-year degree commitment.

For those seeking rapid advancement, the shortest online masters degree programs may provide a fast track to senior positions. These programs let you upskill efficiently and enter the workforce or further specialize in your chosen tech field.

Best Scientists Citing Xiao Liu

Trending Scientists