% Key papers for LLM multi-agent collaboration and safety (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2024_chateval_34010,
  title = {{ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19065},
}

@inproceedings{neurips2024_swe_73748,
  title = {{SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93753},
}

@inproceedings{iclr2025_openhands_81954,
  title = {{OpenHands: An Open Platform for AI Software Developers as Generalist Agents}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29831},
}

@inproceedings{neurips2025_theagentcompany_76639,
  title = {{TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=LZnKNApvhG},
}

@inproceedings{neurips2023_adaplanner_69638,
  title = {{AdaPlanner: Adaptive Planning from Feedback with Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70298},
}

@inproceedings{neurips2024_agentboard_70436,
  title = {{AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97853},
}

@inproceedings{neurips2024_privacylens_71102,
  title = {{PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97810},
}

@inproceedings{neurips2024_magis_74044,
  title = {{MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93481},
}

@inproceedings{neurips2024_watch_71878,
  title = {{Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95425},
}

@inproceedings{aaai2025_mitigating_9962,
  title = {{Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34748},
}

@inproceedings{icml2024_competeai_45701,
  title = {{CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32751},
}

@inproceedings{iclr2024_identifying_34038,
  title = {{Identifying the Risks of LM Agents with an LM-Emulated Sandbox}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19037},
}

@inproceedings{iclr2025_agent_82359,
  title = {{Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29432},
}

@inproceedings{icml2025_automl_48592,
  title = {{AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44029},
}

@inproceedings{neurips2024_spider2_72126,
  title = {{Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97692},
}

@inproceedings{icml2024_agent_43829,
  title = {{Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34623},
}

@inproceedings{neurips2025_kvflow_75188,
  title = {{KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=5Iw1nDtYmT},
}

@inproceedings{neurips2025_swe_75260,
  title = {{SWE-smith: Scaling Data for Software Engineering Agents}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=63iVrXc8cC},
}

@inproceedings{iclr2024_steve_34303,
  title = {{Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18772},
}

@inproceedings{neurips2025_guardian_75312,
  title = {{GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=6j9xJ9pBjm},
}

@inproceedings{neurips2025_improving_75546,
  title = {{Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=9Ia0KiVAut},
}