Follow
Zhongxiang Dai
Zhongxiang Dai
Research Fellow, Department of Computer Science, National University of Singapore
Verified email at nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
922018
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
792017
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
712017
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
402017
Federated Bayesian optimization via Thompson sampling
Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems (NeurIPS-20) 33, 2020
392020
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
332017
Bayesian optimization meets Bayesian optimal stopping
Z Dai, H Yu, BKH Low, P Jaillet
International Conference on Machine Learning (ICML-19), 1496-1506, 2019
322019
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
312019
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
202020
Bayesian Optimization with Binary Auxiliary Information
Y Zhang, Z Dai, KH Low
35th Conference on Uncertainty in Artificial Intelligence (UAI-19), 2019
182019
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
162016
Value-at-risk optimization with Gaussian processes
QP Nguyen, Z Dai, BKH Low, P Jaillet
International Conference on Machine Learning, 8063-8072, 2021
142021
Differentially private federated Bayesian optimization with distributed exploration
Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 34, 9125-9139, 2021
122021
Private outsourced Bayesian optimization
D Kharkovskii, Z Dai, BKH Low
International Conference on Machine Learning (ICML-20), 5231-5242, 2020
122020
Fault-tolerant federated reinforcement learning with theoretical guarantee
X Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low
Advances in Neural Information Processing Systems 34, 1007-1021, 2021
112021
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
102020
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
102017
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
92019
Optimizing conditional Value-At-Risk of black-box functions
QP Nguyen, Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 34, 4170-4180, 2021
82021
NASI: Label-and Data-agnostic Neural Architecture Search at Initialization
Y Shu, S Cai, Z Dai, BC Ooi, BKH Low
arXiv preprint arXiv:2109.00817, 2021
72021
The system can't perform the operation now. Try again later.
Articles 1–20