Effective Resistance and Graph Neural Network Reliability in Tissue-Specific Interactomes

arXiv:2610.02175 · cs.LG, q-bio.MN · Submitted 2026-10-01 · Read on arXiv

cs.LG, q-bio.MN

Submitted: 2026-10-01

Updated: 2026-10-01

Comments: Accepted at IEEE BIBM (Doctoral Forum)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Over-squashing — 11× in this paper · explained in 3 episodes
• Clustering — 9× in this paper · explained in 2 episodes
• Benchmark — 7× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Ontology — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Adam — 2× in this paper · explained in 2 episodes
• Deferral — 2× in this paper · explained in 2 episodes
• Representation Learning — 2× in this paper · explained in 2 episodes
• Spectral Gap — 2× in this paper · explained in 5 episodes
• Adjacency Matrix — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• GNNs — 1× in this paper · explained in 2 episodes
• Monte Carlo dropout — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks