Papers

• AutoMem: Automated Learning of Memory as a Cognitive Skill (2026)
  Shengguang Wu et al.
  11.71
• Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents (2026)
  Dylan Van Mulders et al.
  5.01
• What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates (2026)
  Arman Ghaffarizadeh et al.
  4.39
• Collective Intelligence with Foundation Models (2026)
  J. de Curt\`o et al.
  4.39
• Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference (2026)
  Yehuda Rudin et al.
  4.39
• From Resource Flow to Executable Tests: Petri-Net-Guided LLM Test Generation for Concurrent Stateful Rust APIs (2026)
  Kaiwen Zhang et al.
  4.39
• Library-Aware Doubles and Iterative Repair for Large Language Model-Generated Unit Tests in OpenSIL Firmware (2026)
  Ma Toan Bach et al.
  4.33
• From Signals to Structure: How Memory Architecture Drives Language Emergence in LLM Agents (2026)
  Yashar Talebirad et al.
  3.51
• Triadic Werewolf: A Jester Role for Multi-Hop Theory of Mind in LLMs (2026)
  Avni Mittal
  3.45
• Agentic Knowledge Tracing: A Multi-Agent LLM Architecture for Stealth Assessment of Financial Literacy in Serious Games (2026)
  Gabriel Santos et al.
  1.94
• Verified Detection and Prevention of Concurrency Anomalies in Multi-Agent Large Language Model Systems (2026)
  Sajjad Khan
  1.94
• Multi-Agent Coordination Adaptation via Structure-Guided Orchestration (2026)
  Haoran Li et al.
  1.89
• Diversity Without Fidelity: A Solver-Sampler Mismatch in Multi-Agent LLM Negotiation Simulation (2026)
  Sandro Andric
  1.83
• DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making (2026)
  Zhuohui Zhang et al.
  1.83
• AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems (2026)
  Yihao Zhang et al.
  1.78
• TS-Debate: Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning (2026)
  Patara Trirat et al.
  1.67
• Verification-Aware Planning for Multi-Agent Systems (2025)
  Tianyang Xu et al.
  1.50
• Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems (2025)
  Haochun Wang et al.
  1.22