Asela Hevapathige

18 papers A* 2Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily. AAAI Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan
2026	J	`jnl`	Beyond Translation: Evaluating Mathematical Reasoning Capabilities of LLMs in Sinhala and Tamil. CoRR Sukumar Kishanthan, Kumar Thushalika, Buddhi G. Jayasekara, Asela Hevapathige
2026	J	`jnl`	From Specification to Architecture: A Theory Compiler for Knowledge-Guided Machine Learning. CoRR Asela Hevapathige, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2026	J	`jnl`	Invariant-Stratified Propagation for Expressive Graph Neural Networks. CoRR Asela Hevapathige, Ahad N. Zehmakan, Asiri Wijesinghe, Saman K. Halgamuge
2026	J	`jnl`	Permutation-Invariant graph partitioning: How graph neural networks capture structural interactions? Neural Networks Asela Hevapathige, Qing Wang
2025	J	`jnl`	AxelSMOTE: An Agent-Based Oversampling Algorithm for Imbalanced Classification. CoRR Sukumar Kishanthan, Asela Hevapathige
2025	J	`jnl`	Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily. CoRR Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan
2025	J	`jnl`	Deep Learning Meets Oversampling: A Learning Framework to Handle Imbalanced Classification. CoRR Sukumar Kishanthan, Asela Hevapathige
2025	A*	`conf`	DeepSN: A Sheaf Neural Framework for Influence Maximization. AAAI Asela Hevapathige, Qing Wang, Ahad N. Zehmakan
2025	J	`jnl`	Depth-Adaptive Graph Neural Networks via Learnable Bakry-'Emery Curvature. CoRR Asela Hevapathige, Ahad N. Zehmakan, Qing Wang
2025	—	`conf`	Depth-Adaptive Graph Neural Networks via Learnable Bakry-Émery Curvature. KDD (2) Asela Hevapathige, Ahad N. Zehmakan, Qing Wang
2025	J	`jnl`	Graph Neural Diffusion via Generalized Opinion Dynamics. CoRR Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan
2025	J	`jnl`	Graph Neural Networks with Similarity-Navigated Probabilistic Feature Copying. CoRR Asela Hevapathige
2025	J	`jnl`	Orthogonal Activation with Implicit Group-Aware Bias Learning for Class Imbalance. CoRR Sukumar Kishanthan, Asela Hevapathige
2025	—	`conf`	Uncovering Structural Hierarchies in Molecules with Rich Club-Informed Representation Learning. ACIT Yasida Insika Wanigatunga, Asela Hevapathige
2024	J	`jnl`	DeepSN: A Sheaf Neural Framework for Influence Maximization. CoRR Asela Hevapathige, Qing Wang, Ahad N. Zehmakan
2023	—	`conf`	OC-SMOTE-NN: A Deep Learning-based Approach for Imbalanced Classification. CCWC Navodika Karunasingha, Buddhi G. Jayasekara, Asela Hevapathige
2023	J	`jnl`	Uplifting the Expressive Power of Graph Neural Networks through Graph Partitioning. CoRR Asela Hevapathige, Qing Wang