Zhongxiang Dai
Zhongxiang Dai
Research Fellow, Department of Computer Science, National University of Singapore
Adresse e-mail validée de u.nus.edu - Page d'accueil
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Functional connectivity analysis of mental fatigue reveals different network topological alterations between driving and vigilance tasks
GN Dimitrakopoulos, I Kakkos, Z Dai, H Wang, K Sgarbas, N Thakor, ...
IEEE transactions on neural systems and rehabilitation engineering 26 (4 …, 2018
552018
EEG cortical connectivity analysis of working memory reveals topological reorganization in theta and alpha bands
Z Dai, J De Souza, J Lim, PM Ho, Y Chen, J Li, N Thakor, A Bezerianos, ...
Frontiers in human neuroscience 11, 237, 2017
422017
Task-independent mental workload classification based upon common multiband EEG cortical connectivity
GN Dimitrakopoulos, I Kakkos, Z Dai, J Lim, JJ deSouza, A Bezerianos, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (11 …, 2017
352017
Modular‐level alterations of structure–function coupling in schizophrenia connectome
Y Sun, Z Dai, J Li, SL Collinson, K Sim
Human brain mapping 38 (4), 2008-2025, 2017
262017
The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study
Y Sun, J Lim, Z Dai, KF Wong, F Taya, Y Chen, J Li, N Thakor, ...
Neuroimage 152, 19-30, 2017
242017
Bayesian optimization meets Bayesian optimal stopping
Z Dai, H Yu, BKH Low, P Jaillet
International Conference on Machine Learning (ICML-19), 1496-1506, 2019
162019
Implicit posterior variational inference for deep Gaussian processes
H Yu, Y Chen, Z Dai, KH Low, P Jaillet
Advances in Neural Information Processing Systems (NeurIPS-19) 32, 2019
132019
Temporal efficiency evaluation and small-worldness characterization in temporal networks
Z Dai, Y Chen, J Li, J Fam, A Bezerianos, Y Sun
Scientific reports 6 (1), 1-12, 2016
102016
Bayesian Optimization with Binary Auxiliary Information
Y Zhang, Z Dai, KH Low
35th Conference on Uncertainty in Artificial Intelligence (UAI-19), 2019
92019
Identification of gait-related brain activity using electroencephalographic signals
J Chai, G Chen, P Thangavel, GN Dimitrakopoulos, I Kakkos, Y Sun, Z Dai, ...
2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 548-551, 2017
52017
Stress-induced changes in modular organizations of human brain functional networks
Y Zhang, Z Dai, J Hu, S Qin, R Yu, Y Sun
Neurobiology of stress 13, 100231, 2020
42020
Connectome pattern alterations with increment of mental fatigue in one-hour driving simulation
BL Chua, Z Dai, N Thakor, A Bezerianos, Y Sun
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
42017
Private outsourced Bayesian optimization
D Kharkovskii, Z Dai, BKH Low
International Conference on Machine Learning (ICML-20), 5231-5242, 2020
32020
R2-B2: Recursive reasoning-based Bayesian optimization for no-regret learning in games
Z Dai, Y Chen, BKH Low, P Jaillet, TH Ho
International Conference on Machine Learning (ICML-20), 2291-2301, 2020
32020
Federated Bayesian optimization via Thompson sampling
Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems (NeurIPS-20) 33, 2020
32020
Altered intra-and inter-hemispheric functional dysconnectivity in schizophrenia
Y Zhang, Z Dai, Y Chen, K Sim, Y Sun, R Yu
Brain imaging and behavior 13 (5), 1220-1235, 2019
32019
Cognitive workload discrimination in flight simulation task using a generalized measure of association
Z Dai, JC Príncipe, A Bezerianos, NV Thakor
International Conference on Neural Information Processing, 692-699, 2015
32015
Mental workload classification in n-back tasks based on single-trial eeg
Z Dai, B Anastasios, SH Annabel, Y Sun
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument 38, 1335-1344, 2017
22017
Implicit Posterior Variational Inference for Deep Gaussian Processes Download PDF
H Yu, Y Chen, Z Dai, BKH Low, P Jaillet
Implicit Posterior Variational Inference for Deep Gaussian Processes (IPVI DGP)
H Yu, Y Chen, Z Dai, BKH Low, P Jaillet
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