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Ilija Ilievski, PhD
Ilija Ilievski, PhD
Senior Research Fellow, Optimization, ISEM, NUS
Verified email at nus.edu.sg
Title
Cited by
Cited by
Year
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
I Ilievski, T Akhtar, J Feng, C Shoemaker
AAAI'17: Proceedings of the Thirty-First AAAI Conference on Artificial …, 2017
1922017
A focused dynamic attention model for visual question answering
I Ilievski, S Yan, J Feng
arXiv preprint arXiv:1604.01485, 2016
1472016
Multimodal Learning and Reasoning for Visual Question Answering
I Ilievski, J Feng
Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 2017
692017
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition
W Lei, X Wang, M Liu, I Ilievski, X He, MY Kan
International Joint Conference on Artificial Intelligence 26, 2017
562017
Personalized news recommendation based on implicit feedback
I Ilievski, S Roy
Proceedings of the 2013 international news recommender systems workshop and …, 2013
442013
Generative Attention Model with Adversarial Self-learning for Visual Question Answering
I Ilievski, J Feng
25th ACM MultiMedia Understanding, 2017
202017
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models
I Ilievski, J Feng
CVPR VQA workshop, 2017
122017
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series
M Poli, J Park, I Ilievski
International Joint Conferences on Artificial Intelligence Organization …, 2020
32020
Neural Optimizers with Hypergradients for Tuning Parameter-Wise Learning Rates
J Fu, R Ng, D Chen, I Ilievski, C Pal, TS Chua
ICML AutoML, 2017
32017
Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks
D D’Agostino, I Ilievski, CA Shoemaker
Neural Networks 176, 106335, 2024
12024
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training
I Ilievski, J Feng
arXiv preprint arXiv:1608.00218, 2016
12016
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
C Huang, Y Jin, I Ilievski, W Lei, J Lv
arXiv preprint arXiv:2405.11912, 2024
2024
Representation Learning of Data with Multiple Modalities with Applications to Visual Question Answering
I Ilievski
PQDT-Global, 2018
2018
Discovering Patterns of Urban Development in Skopje
S Gievska, O Marina, I Ilievski
9th Congress “Virtual City and Territory”, At Rome, Italy, 2013
2013
Discovering Patterns of Urban Development
I Ilievski, S Gievska, O Marina
2013
A Simple Word Interaction Model for Implicit Discourse Relation Recognition
W Lei, X Wang, M Liu, I Ilievski, X He, MY Kan
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