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Qinghua Tao
Qinghua Tao
在 esat.kuleuven.be 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Distributed cooperative driving in multi-intersection road networks
H Pei, Y Zhang, Q Tao, S Feng, L Li
IEEE Transactions on Vehicular Technology 70 (6), 5390-5403, 2021
432021
Low dimensional trajectory hypothesis is true: Dnns can be trained in tiny subspaces
T Li, L Tan, Z Huang, Q Tao, Y Liu, X Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3411-3420, 2022
33*2022
Cooperative control for multi-intersection traffic signal based on deep reinforcement learning and imitation learning
Y Huo, Q Tao, J Hu
IEEE Access 8, 199573-199585, 2020
25*2020
Efficient hinging hyperplanes neural network and its application in nonlinear system identification
J Xu, Q Tao, Z Li, X Xi, JAK Suykens, S Wang
Automatica 116, 108906, 2020
252020
Piecewise linear neural networks and deep learning
Q Tao, L Li, X Huang, X Xi, S Wang, JAK Suykens
Nature Reviews Methods Primers 2 (1), 42, 2022
242022
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks
S Chen, Z Huang, Q Tao, Y Wu, C Xie, X Huang
Advances in Neural Information Processing Systems, 2022
212022
Learning with continuous piecewise linear decision trees
Q Tao, Z Li, J Xu, N Xie, S Wang, JAK Suykens
Expert Systems with Applications 168, 114214, 2021
182021
Jigsaw-ViT: Learning jigsaw puzzles in vision transformer
Y Chen, X Shen, Y Liu, Q Tao, JAK Suykens
Pattern Recognition Letters 166, 53-60, 2023
172023
Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions
T Li, Z Huang, Q Tao, Y Wu, X Huang
International Conference on Learning Representations (ICLR), 2023
15*2023
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation
Y Chen*, Q Tao*, F Tonin, JAK Suykens
Advances in Neural Information Processing Systems (NeurIPS), 2023
142023
Noncyclic scheduling of multi-cluster tools with residency constraints based on Pareto optimization
Y Yan, H Wang, Q Tao, W Fan, T Lin, Y Xiao
IEEE Transactions on Semiconductor Manufacturing 33 (3), 476-486, 2020
122020
Multiple Gaussian graphical estimation with jointly sparse penalty
Q Tao, X Huang, S Wang, X Xi, L Li
Signal Processing 128, 88-97, 2016
112016
Short-term traffic flow prediction based on the efficient hinging hyperplanes neural network
Q Tao, Z Li, J Xu, S Lin, B De Schutter, JAK Suykens
IEEE Transactions on Intelligent Transportation Systems 23 (9), 15616-15628, 2022
102022
Center-Aware Adversarial Autoencoder for Anomaly Detection
D Li*, Q Tao*, J Liu, H Wang
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2480-2493, 2021
92021
Towards robust neural networks via orthogonal diversity
K Fang, Q Tao, Y Wu, T Li, J Cai, F Cai, X Huang, J Yang
Pattern Recognition, 2024
62024
Improving Generalization Capability of Multiorgan Segmentation Models Using Dual-Energy CT
S Chen, X Zhong, S Dorn, N Ravikumar, Q Tao, X Huang, M Lell, ...
IEEE Transactions on Radiation and Plasma Medical Sciences 6 (1), 79-86, 2021
62021
Adaptive block coordinate DIRECT algorithm
Q Tao, X Huang, S Wang, L Li
Journal of Global Optimization 69, 797-822, 2017
62017
Nonlinear SVD with Asymmetric Kernels: feature learning and asymmetric Nyström method
Q Tao*, F Tonin*, P Patrinos, JAK Suykens
arXiv preprint arXiv:2306.07040, 2023
52023
Query Attack by Multi-Identity Surrogates
S Chen, Z Huang, Q Tao, X Huang
IEEE Transactions on Artificial Intelligence, 2023
52023
Toward deep adaptive hinging hyperplanes
Q Tao, J Xu, Z Li, N Xie, S Wang, X Li, JAK Suykens
IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6373-6387, 2021
52021
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