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Found 5 papers, 2 papers with code
Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model
While various models and computational tools have been proposed for structure and property analysis of molecules, generating molecules that conform to all desired structures and properties remains a challenge.
Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks
Better understanding the natural world is a crucial task with a wide range of applications.
Learning to Denoise Unreliable Interactions for Link Prediction on Biomedical Knowledge Graph
By maximizing the mutual information between the reliable structure and smoothed semantic relations, DenoisedLP emphasizes the informative interactions for predicting relation-specific links.
Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-based Clustering for Many-objective Optimization
Decomposition-based multiobjective evolutionary algorithms (MOEAs) with clustering-based reference vector adaptation show good optimization performance for many-objective optimization problems (MaOPs).
From the Periphery to the Center: Information Brokerage in an Evolving Network
We model integration as the interplay between the newcomer and the dynamics network and capture information brokerage using a process of relationship building.
