Awesome Social & Information Networks

Key papers

• Harnessing cortical geometry, wiring, and function as inductive biases for recurrent neural networks (2026)
  Mo Shakiba et al.
  6.23
• Adversarial Creation and Detection of AI-Generated Social Bot Content (2026)
  Mykola Trokhymovych et al.
  5.89
• Trait, Not State: The Durability of Reading Identity in Social Highlighting (2026)
  Kazuki Nakayashiki et al.
  5.89
• Context-aware Entity-Relation Extraction for Threat Intelligence Knowledge Graphs (2026)
  Inoussa Mouiche et al.
  5.58
• Leveraging Social Media Data for COVID-19 Studies (2026)
  Nur Hafieza Ismail et al.
  5.49
• Neural Variability Enhances Artificial Network Robustness (2026)
  Robin Preble et al.
  5.01
• SpikF-GO: Spiking Fourier Graph Operators for Multivariate Time Series Forecasting (2026)
  Jafar Bakhshaliyev et al.
  5.01
• PH-KAN: Port-Hamiltonian Kolmogorov-Arnold Network (2026)
  Achraf El Messaoudi (UMLP et al.
  5.01
• BRIDGE: Biological Evidence Refinement and Heterogeneous Dynamic Gating for Gene Regulatory Networks (2026)
  Ziyang Dong et al.
  5.01
• JetParticle-JEPA: An Efficient Self-Supervised Representation Learning method for Jet Tagging in High-Energy Physics (2026)
  Guillaume Letellier (LPCC) et al.
  5.01
• Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts (2026)
  Xu Li et al.
  4.39
• D2H-AD: A Hybrid Model Utilizing Hyperdimensional Computing for Advanced Anomaly Detection (2026)
  Ghazal Ghajari et al.
  4.39
• Hyperdimensional computing for structured querying on tabular data embeddings (2026)
  Sebasti\'an Bugedo et al.
  4.39
• PostDeg: Placement Beats Parameterization in LayerNorm GNNs (2026)
  Yash Tomar et al.
  4.39
• Context-aware Modality-Topology Co-Alignment for Multimodal Attributed Graphs (2026)
  Sirui Zhang et al.
  4.39
• CANN-EUCLID: unsupervised constitutive artificial neural network model discovery from full-field data (2026)
  Benjamin Alheit et al.
  4.39
• Graph Structured Combinatorial Semi-Bandit with Nonlinear Reward Associations through Separable Signals (2026)
  Christoph Bauschmann et al.
  4.39
• Leptomeningeal Collateral Detection on DSA via Vessel-Graph Neural Networks (2026)
  Junyong Cao et al.
  4.39
• Contextual Bandits for Maximizing Stimulated Word-of-Mouth Rewards (2026)
  Ahmed Sayeed Faruk et al.
  4.39
• Towards a Unified Generative Model for Scarce Time Series with Domain Experts (2026)
  Zihao Yao et al.
  4.39
• Provenance-Enhanced Statements in Knowledge Graphs (2026)
  Fabio Vitali et al.
  4.39
• Feature Attribution in Directed Acyclic Graphs Using Edge Intervention (2026)
  Qiheng Sun et al.
  4.39
• Guiding Federated Graph Recommendation with LLM-encoded knowledge (2026)
  Thi Minh Chau Nguyen et al.
  4.39
• Ricci-Filtration: Boosting Retrieval-Augmented Generation Reranker to Query-Answer Tasks by Discrete Ricci Flow (2026)
  Tian Qin et al.
  4.39
• CIWI-CKT: Chaos-Informed Wave Interference Feature Fusion and Cross-City Knowledge Transfer for Traffic Flow Forecasting (2026)
  Abdul Joseph Fofanah et al.
  4.39
• Overcoming the Impedance Mismatch: A Theoretical Roadmap for Fusing Foundation Models and Knowledge Graphs (2026)
  Sahil Rajesh Dhayalkar
  4.39
• Bayesian Networks with Latent Time Embedding for Stage-Aware Causal Modeling of Alzheimer's Disease Progression (2026)
  Nguyen Linh Dan Le
  4.39
• Biarchetype analysis for univariate functional data. An application to macroeconomic financial time series (2026)
  Aleix Alcacer et al.
  4.39
• Model Graph Inductive Learning for Knowledge Graph Completion (2026)
  Mohommad Esmaei Khani et al.
  4.39
• TCHG: Tri-Trust Conditioned Heterogeneous Graph Learning for Reliable Dynamic Trust Prediction (2026)
  Bohao Liao et al.
  4.39
• How Much Do Reviews Really Contribute? A Study on Text-Enriched Matrix Factorization for Recommendations (2026)
  Eduardo Ferreira da Silva et al.
  4.39
• Attention Asymmetry in AI Layoff Discourse on X: A Computational Analysis of Capital vs Labour Amplification (2026)
  Joy Bose
  4.33
• GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing (2026)
  Ming Wang et al.
  3.51
• SPIN: Decentralized Swarm Control via Tensorized Policy Coordination (2026)
  Zhaowen Fan
  3.51
• Trustworthy Smart Fabs via Professional Proxies: Scaling Safe and Sustainable by Design (SSbD) through Industrial Data Spaces (2026)
  Han-Teng Liao et al.
  3.51
• Context-Aware Multimodal Claim Verification in Spoken Dialogues (2026)
  Chaewan Chun et al.
  3.51
• A Multi-Domain Feature Fusion Framework for Generalizable Deepfake Detection Across Different Generators (2026)
  Amna Amjid et al.
  3.51
• ChronoID: Infusing Explicit Temporal Signals into Semantic IDs for Generative Recommendation (2026)
  Dongdong Nian et al.
  3.51
• NEST3D: A High-Resolution Multimodal Dataset of Sociable Weaver Tree Nests (2026)
  Constanza A. Molina Catricheo et al.
  3.51
• CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict (2026)
  Yanhui Sun et al.
  3.45
• Epileptic Seizure Detection in Separate Frequency Bands Using Feature Analysis and Graph Convolutional Neural Network (GCN) from Electroencephalogram (EEG) Signals (2026)
  Ferdaus Anam Jibon et al.
  3.39
• Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation (2025)
  Jiaying Wu et al.
  2.62
• RIDGECUT: Learning Graph Partitioning with Rings and Wedges (2025)
  Qize Jiang et al.
  2.34
• Scalable Graph Condensation with Evolving Capabilities (2025)
  Shengbo Gong et al.
  2.18
• $\texttt{SynC}$: Synergistic Boosting of Structure and Representation for Deep Graph Clustering (2026)
  Shifei Ding et al.
  2.00
• Shift Detection and Adaptation for Network Intrusion Detection (2026)
  Ehssan Mousavipour et al.
  2.00
• Representing Higher-Order Networks: A Survey of Graph-Based Frameworks (2026)
  Takaaki Fujita et al.
  2.00
• Automatic Construction of a Legal Citation Graph from 100 Million Ukrainian Court Decisions: Large-Scale Extraction, Topological Analysis, and Ontology-Driven Clustering (2026)
  Volodymyr Ovcharov
  2.00
• UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models (2026)
  Hyunju Kang et al.
  2.00
• Estimating Mutual Information between Time Series and Temporal Event Sequences Across Diverse Analysis Tasks (2026)
  Haoji Hu et al.
  2.00
• An Adaptive Data cleaning Framework for Noisy Label Detection (2026)
  Chen-Hsuan Fang et al.
  2.00
• LLM Features Can Hurt GNNs: Concatenation Interference on Homophilous Graph Benchmarks (2026)
  Zhongyuan Wang et al.
  2.00
• When AI Says "I have been in similar situations": Synthetic Lived Experience in Peer-Like Caregiver Support (2026)
  Drishti Goel et al.
  2.00
• Quantile-Free Uncertainty Quantification in Graph Neural Networks (2026)
  Soyoung park et al.
  1.94
• Relational Retrieval: Leveraging Known-Novel Interactions for Generalized Category Discovery (2026)
  Yulin Xu et al.
  1.94
• SP-GCRL: Influence Maximization on Incomplete Social Graphs (2026)
  Haohua Niu et al.
  1.94
• Dynamic Link Prediction with Temporally Enhanced Signed Graph Neural Networks (2026)
  Derek Regier et al.
  1.94
• Traditional machine learning vs. deep learning from dynamic graph representations of proteins' 3D folds in the task of protein structure classification (2026)
  Aydin Wells et al.
  1.94
• G-Loss: Graph-Guided Fine-Tuning of Language Models (2026)
  Aditya Sharma et al.
  1.89
• Can Graph Foundation Models Generalize Over Architecture? (2026)
  Benjamin Gutteridge et al.
  1.83