Latest Research in Social Consensus Modeling

21 research papers · 2026 median publication year

Top Research Topics in Social Consensus Modeling

Highest-Cited Papers

  1. Can Offline-Optimized Latent Adversarial Perturbations Be Amortized? A Study of Teacher–Student Distillation for Real-Time Speech Protection
  2. Digital Twins for Opinion Dynamics: A Generative LLM Framework for Social Networks
  3. Individual Emotional Regulation and Sensitivity Dominate Algorithmic Amplification in a Minimal Agent-Based Model of Opinion Polarization
  4. Individual Emotional Regulation and Sensitivity Dominate Algorithmic Amplification in a Minimal Agent-Based Model of Opinion Polarization
  5. On personal recommendations in social networks
  6. Extending the Biswas--Chatterjee--Sen model with nonconformists and inflexibles
  7. Behavior of Nonlinear Opinion Dynamics over Large Networks
  8. Multilayer heterogeneous network-enabled hierarchical consensus optimization for group decision-making in complex product research and development
  9. Speaking of Opinions: Comparing Approaches to Modelling Opinion Manipulation
  10. Emergence of polarization in networks of large language model agents
  11. Opinion-driven selective interaction promotes cooperation: an evolutionary game approach with discrete multidimensional opinions
  12. DRMDP with empathetic relationships: a social learning approach for cost reduction and decision stability
  13. Consensus times for monotone aggregation dynamics
  14. CoDiNG -- Naming Game with Continuous Latent Opinions of Individual Agents
  15. Peer Oversight in Collective Decision Making
  16. Analysis of a continuous opinion and discrete action dynamics model coupled with an external dynamics
  17. Consensus Formation in the Social Network DeGroot Model: The Role of Leaders’ Self-Confidence
  18. Unpublished Draft: A Post-Processing Approach to Fairness in Tie-Aware Rankings
  19. A Bayesian framework for opinion dynamics models
  20. Studying opinion dynamics using coupled oscillator techniques

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L2 Region - - 2026 Sep Q3

Social Consensus Modeling

21 papers

Top Topics (10)

Opinion Dynamics and Social Influence5
Systems and Control2
Social and Information Networks2
Adversarial Robustness in Machine Learning1
Machine Learning1
Physics and Society1
Multi-Criteria Decision Making1
Evolutionary Game Theory and Cooperation1
Reinforcement Learning in Robotics1
Probability1

Top Publications (20)

1.Can Offline-Optimized Latent Adversarial Perturbations Be Amortized? A Study of Teacher–Student Distillation for Real-Time Speech Protection2.Digital Twins for Opinion Dynamics: A Generative LLM Framework for Social Networks3.Individual Emotional Regulation and Sensitivity Dominate Algorithmic Amplification in a Minimal Agent-Based Model of Opinion Polarization4.Individual Emotional Regulation and Sensitivity Dominate Algorithmic Amplification in a Minimal Agent-Based Model of Opinion Polarization5.On personal recommendations in social networks6.Extending the Biswas--Chatterjee--Sen model with nonconformists and inflexibles7.Behavior of Nonlinear Opinion Dynamics over Large Networks8.Multilayer heterogeneous network-enabled hierarchical consensus optimization for group decision-making in complex product research and development9.Speaking of Opinions: Comparing Approaches to Modelling Opinion Manipulation10.Emergence of polarization in networks of large language model agents11.Opinion-driven selective interaction promotes cooperation: an evolutionary game approach with discrete multidimensional opinions12.DRMDP with empathetic relationships: a social learning approach for cost reduction and decision stability13.Consensus times for monotone aggregation dynamics14.CoDiNG -- Naming Game with Continuous Latent Opinions of Individual Agents15.Peer Oversight in Collective Decision Making16.Analysis of a continuous opinion and discrete action dynamics model coupled with an external dynamics17.Consensus Formation in the Social Network DeGroot Model: The Role of Leaders’ Self-Confidence18.Unpublished Draft: A Post-Processing Approach to Fairness in Tie-Aware Rankings19.A Bayesian framework for opinion dynamics models20.Studying opinion dynamics using coupled oscillator techniques

Sub-Regions (6)

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