Qinghua Tao - Publications, H-index & Citations

陶清华 (Qinghua Tao)

beijing institute of technology

10H指数

45论文数

342被引数

收录论文 13

发表时间

Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation 核主成分分析用于分布外检测：非线性核选择与近似

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-06-22

PREAI

Kun Fang; Qinghua Tao; Mingzhen He; Kexin Lv; Runze Yang; Haibo Hu; Xiaolin Huang; Jie Yang; Longbing Cao

Multi-head ensemble of smoothed classifiers for certified robustness 平滑分类器的多头集成方法用于可验证鲁棒性

NEURAL NETWORKS

IF6.3

2025-05-27

OAAI

Fang, Kun; Tao, Qinghua; Wu, Yingwen; Li, Tao; Huang, Xiaolin; Yang, Jie

Tensor-based multi-view spectral clustering via shared latent space

INFORMATION FUSION

IF15.5

2024-08-01

OAAI

Tao, Qinghua; Tonin, Francesco; Patrinos, Panagiotis; Suykens, Johan A. K.

Towards robust neural networks via orthogonal diversity

PATTERN RECOGNITION

IF7.6

2024-05-01

OAAI

Fang, Kun; Tao, Qinghua; Wu, Yingwen; Li, Tao; Cai, Jia; Cai, Feipeng; Huang, Xiaolin; Yang, Jie

Jigsaw-ViT: Learning jigsaw puzzles in vision transformer 拼图-ViT: 在vision transformer中学习拼图游戏

PATTERN RECOGNITION LETTERS

IF3.3

2023-02-01

OAAI

Chen, Yingyi; Shen, Xi; Liu, Yahui; Tao, Qinghua; Suykens, Johan A. K.

Toward Deep Adaptive Hinging Hyperplanes

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-11-01

OAAI

Tao, Qinghua; Xu, Jun; Li, Zhen; Xie, Na; Wang, Shuning; Li, Xiaoli; Suykens, Johan A. K.

Short-Term Traffic Flow Prediction Based on the Efficient Hinging Hyperplanes Neural Network

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-09-01

OAAI

Tao, Qinghua; Li, Zhen; Xu, Jun; Lin, Shu; De Schutter, Bart; Suykens, Johan A. K.

Center-Aware Adversarial Autoencoder for Anomaly Detection

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-06-01

PREAI

Li, Daoming; Tao, Qinghua; Liu, Jiahao; Wang, Huangang

Distributed Cooperative Driving in Multi-Intersection Road Networks

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2021-06-01

OAAI

Pei, Huaxin; Zhang, Yi; Tao, Qinghua; Feng, Shuo; Li, Li

Learning with continuous piecewise linear decision trees 连续分段线性决策树的学习

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-04-01

OAAI

Tao, Qinghua; Li, Zhen; Xu, Jun; Xie, Na; Wang, Shuning; Suykens, Johan A. K.

Efficient hinging hyperplanes neural network and its application in nonlinear system identification

AUTOMATICA

IF5.9

2020-06-01

OAAI

Xu, Jun; Tao, Qinghua; Li, Zhen; Xi, Xiangming; Suykens, Johan A. K.; Wang, Shuning

Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning 基于深度强化学习和模仿学习的多路口交通信号协同控制

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Huo, Yusen; Tao, Qinghua; Hu, Jianming

Multiple Gaussian graphical estimation with jointly sparse penalty

SIGNAL PROCESSING

IF3.6

2016-11-01

PREAI

Tao, Qinghua; Huang, Xiaolin; Wang, Shuning; Xi, Xiangming; Li, Li

研究方向