Asiri Wijesinghe

According to our database, Asiri Wijesinghe authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Invariant-Stratified Propagation for Expressive Graph Neural Networks.

Asela Hevapathige, Ahad N. Zehmakan, Asiri Wijesinghe, Saman K. Halgamuge

CoRR, March, 2026

Flowette: Flow Matching with Graphette Priors for Graph Generation.

Asiri Wijesinghe, Sevvandi Kandanaarachchi, Daniel M. Steinberg, Cheng Soon Ong

CoRR, February, 2026

Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily.

Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Graph Neural Diffusion via Generalized Opinion Dynamics.

Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan

CoRR, August, 2025

Graph Self-Supervised Learning with Learnable Structural and Positional Encodings.

Asiri Wijesinghe, Hao Zhu, Piotr Koniusz

Proceedings of the ACM on Web Conference 2025, 2025

Amortized Active Generation of Pareto Sets.

Daniel M. Steinberg, Asiri Wijesinghe, Rafael Oliveira, Piotr Koniusz, Cheng Soon Ong, Edwin V. Bonilla

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

𝒩-WL: A New Hierarchy of Expressivity for Graph Neural Networks.

Qing Wang, Dillon Ze Chen, Asiri Wijesinghe, Shouheng Li, Muhammad Farhan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A New Perspective on "How Graph Neural Networks Go Beyond Weisfeiler-Lehman?".

Asiri Wijesinghe, Qing Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

A Regularized Wasserstein Framework for Graph Kernels.

Asiri Wijesinghe, Qing Wang, Stephen Gould

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

ErGAN: Generative Adversarial Networks for Entity Resolution.

Jingyu Shao, Qing Wang, Asiri Wijesinghe, Erhard Rahm

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters.

Asiri Wijesinghe, Qing Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019