Felix L. Opolka

16 papers A* 2A 3B 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations. ICLR Richard Bergna, Sergio Calvo-Ordoñez, Felix L. Opolka, Pietro Lio, José Miguel Hernández-Lobato
2024	J	`jnl`	Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations. CoRR Richard Bergna, Sergio Calvo-Ordoñez, Felix L. Opolka, Pietro Liò, José Miguel Hernández-Lobato
2023	J	`jnl`	Graph Classification Gaussian Processes via Spectral Features. CoRR Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
2023	J	`jnl`	Graph Neural Stochastic Differential Equations. CoRR Richard Bergna, Felix L. Opolka, Pietro Liò, José Miguel Hernández-Lobato
2023	A	`conf`	Graph classification Gaussian processes via spectral features. UAI Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
2022	A	`conf`	Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. AISTATS Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
2022	A	`conf`	Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes. AISTATS Felix L. Opolka, Pietro Liò
2022	A*	`conf`	Do We Need Anisotropic Graph Neural Networks? ICLR Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane
2022	J	`jnl`	Transductive Kernels for Gaussian Processes on Graphs. CoRR Yin-Cong Zhi, Felix L. Opolka, Yin Cheng Ng, Pietro Liò, Xiaowen Dong
2021	J	`jnl`	Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions. CoRR Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas D. Lane
2021	J	`jnl`	Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets. CoRR Felix L. Opolka, Yin-Cong Zhi, Pietro Liò, Xiaowen Dong
2021	J	`jnl`	Approximate Latent Force Model Inference. CoRR Jacob Moss, Felix L. Opolka, Bianca Dumitrascu, Pietro Lió
2020	J	`jnl`	Graph Convolutional Gaussian Processes For Link Prediction. CoRR Felix L. Opolka, Pietro Liò
2020	B	`conf`	Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks**To appear in the Proceedings of 2020 IEEE International Conference on Smart Computing (SMARTCOMP 2020). SMARTCOMP Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Liò
2020	J	`jnl`	Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. CoRR Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Lio'
2019	J	`jnl`	Spatio-Temporal Deep Graph Infomax. CoRR Felix L. Opolka, Aaron Solomon, Catalina Cangea, Petar Velickovic, Pietro Liò, R. Devon Hjelm