Ilija Ilievski, PhD
Ilija Ilievski, PhD
Senior Research Fellow, Optimization, ISEM, NUS
Verified email at
Cited by
Cited by
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
A focused dynamic attention model for visual question answering
I Ilievski, S Yan, J Feng
arXiv preprint arXiv:1604.01485, 2016
Multimodal Learning and Reasoning for Visual Question Answering
I Ilievski, J Feng
Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 2017
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
Personalized news recommendation based on implicit feedback
I Ilievski, S Roy
Proceedings of the 2013 international news recommender systems workshop and …, 2013
Generative Attention Model with Adversarial Self-learning for Visual Question Answering
I Ilievski, J Feng
25th ACM MultiMedia Understanding, 2017
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models
I Ilievski, J Feng
CVPR VQA workshop, 2017
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
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
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
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training
I Ilievski, J Feng
arXiv preprint arXiv:1608.00218, 2016
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
C Huang, Y Jin, I Ilievski, W Lei, J Lv
arXiv preprint arXiv:2405.11912, 2024
Representation Learning of Data with Multiple Modalities with Applications to Visual Question Answering
I Ilievski
PQDT-Global, 2018
Discovering Patterns of Urban Development in Skopje
S Gievska, O Marina, I Ilievski
9th Congress “Virtual City and Territory”, At Rome, Italy, 2013
Discovering Patterns of Urban Development
I Ilievski, S Gievska, O Marina
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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