Ilija Ilievski

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Question Answering

Radial Basis Function

Analogical Reasoning

Top Venues

ACM Multimedia (Thematic Workshops)

Publications

Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. CoRR (2024)
Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker
Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks. Neural Networks 176 (2024)
Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. ACL (1) (2024)
Wei Xia, Ilija Ilievski, Christine Ann Shoemaker
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns. Environ. Model. Softw. 180 (2024)
Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks. CoRR (2023)
Michael Poli, Jinkyoo Park, Ilija Ilievski
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series. CoRR (2019)
Wenqiang Lei, Xuancong Wang, Meichun Liu, Ilija Ilievski, Xiangnan He, Min-Yen Kan
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. IJCAI (2017)
Ilija Ilievski, Jiashi Feng
Generative Attention Model with Adversarial Self-learning for Visual Question Answering. ACM Multimedia (Thematic Workshops) (2017)
Ilija Ilievski, Jiashi Feng
Multimodal Learning and Reasoning for Visual Question Answering. NIPS (2017)
Ilija Ilievski, Jiashi Feng
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models. CoRR (2017)
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates. AAAI (2017)
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model. CoRR (2016)
Ilija Ilievski, Jiashi Feng
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training. CoRR (2016)
Ilija Ilievski, Shuicheng Yan, Jiashi Feng
A Focused Dynamic Attention Model for Visual Question Answering. CoRR (2016)